WO2012159087A1 - Système et procédé de production de programmes d'entraînement personnalisés pour des compétitions sportives d'endurance du type pluridisciplinaire - Google Patents
Système et procédé de production de programmes d'entraînement personnalisés pour des compétitions sportives d'endurance du type pluridisciplinaire Download PDFInfo
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
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Definitions
- This application is directed, in general, to a training method and system, and, more specifically, to a system and computer-implemented method for producing individually customized training programs for multi-discipline endurance athletic competitions, such as triathlons.
- Triathlons and other multi-discipline endurance athletic competitions having at least two distinct disciplines are an increasingly important aspect of athletics.
- One of the biggest challenges is to measure and describe an individual athlete's current performance abilities in each discipline in a meaningful way so that training can be focused and optimized for the best results and most efficient use of available training time.
- This description for the athlete should be a way in which the athlete can easily measure progress; not only in overall race performance, but also in the various subsets of abilities that contribute to the athlete's overall race performance, i.e., a way in which the athlete can easily identify limiters.
- This can be a way that is specific to each discipline of the triathlon. This should ideally be a way that communicates, not only the athlete's athletic potential, but the athlete's ability to actualize that potential.
- This description for the athlete should be a way in which the athlete can easily measure relative differences in performance ability for each discipline (swim, bike, and run), the potential for improvement in each discipline, and the impact of that improvement on overall results when competing in triathlons of various distances as the proportions of swim, bike, and run duration differ.
- the term "discipline” is used to mean a distinctly different mode of athletic endurance event or race (such as running vs. biking vs. swimming or pull-ups vs. push-ups) as opposed to different times or distances of the same mode of racing or endurance event (such as a 10K run vs. a 5K run).
- One advantage of having a coach or coaches can be realizing a benefit from their ability to interpret training data based on their experience. This can be in addition to use of software adapted to analyze training files from heart rate monitors and power meters.
- One benefit conveyed by a coach is a coach's ability to measure progress looking at key indicators and then tweaking the athlete's training plan appropriately.
- this can be a very unstructured process that differs for every coach.
- triathlon coaches do not have systems for comparing race or training results from athlete to athlete (of various backgrounds, body compositions, ages, etc., making their "experience" and conclusions about effectiveness of training programs more or less guesswork based on general training theories.
- Triathlon coaches do not have metrics for relating relative differences in swim, bike, run abilities or thresholds for when or by how much training focus should be shifted.
- VDOT is essentially an athlete's running velocity at V02max (their maximum oxygen uptake.) Daniels then created a chart that showed race times and training paces based on a runner's VDOTs.
- VDOT is essentially an athlete's running velocity at V02max (their maximum oxygen uptake.) Daniels then created a chart that showed race times and training paces based on a runner's VDOTs.
- VDOT is essentially an athlete's running velocity at V02max (their maximum oxygen uptake.) Daniels then created a chart that showed race times and training paces based on a runner's VDOTs.
- VDOT is essentially an athlete's running velocity at V02max (their maximum oxygen uptake.) Daniels then created a chart that showed race times and training paces based on a runner's VDOTs.
- VDOT is essentially an athlete's running velocity at V02max (their maximum oxygen uptake.) Daniels then created a chart that showed race times and training pace
- VDOTs are useful as an effort to take into account both physiological capacity and potential for improvement in running only.
- triathlon training involves three disciplines and distributing training focus and workload, it presents problems that are not present in standard training for stand-alone sports such as running. Therefore, there is a need for a triathlon training and racing system that addresses at least some of the concerns associated with conventional training programs for triathlons.
- an apparatus for creating and printing or displaying to a user an individually customized multi-discipline training plan for improving the physical capability of an athlete in a multi-discipline athletic endurance event comprises a specially programmed computer that generates a normalized performance value of an individual athlete for each of at least two different disciplines of a multi-discipline athletic endurance event and generates a training plan customized for the athlete correlated to achieving an incremental improvement in the normalized performance values for each of the disciplines within a particular period of time; and an output device operatively connected to the specially programmed computer for printing or displaying the training plan.
- one of the disciplines is swimming.
- one of the disciplines is biking.
- the disciplines are taken from the group of running, bicycling and swimming.
- the disciplines including running, bicycling and swimming.
- the training plan is output to a user.
- the normalized performance values are computed based upon input of the individual athlete's assessment values for each of the disciplines.
- the specially programmed computer correlates the normalized performance values to expected competitive performance results for at least one subtype of each of the disciplines and the output device operatively connected to the specially programmed computer generates electronically or physically printed expected competitive performance results for at least one subtype of each of the disciplines correlated to the normalized performance values.
- the specially programmed computer correlates the expected incremental improvement in the normalized performance values from following the training plan to expected competitive performance results for at least one subtype of each of the disciplines at a future time and the output device operatively connected to the specially programmed computer generates electronically or physically printed the expected competitive performance results for at least one subtype of each of the discipline.
- the training plan includes a set of exercises having at least volume and intensity instructions individually tailored based on data entered specific to the individual athlete, the volume and intensity instructions being optimized to reduce the differences between the individual athlete's normalized performance values for each of the disciplines.
- the training plan includes a set of exercises having at least volume and intensity instructions individually tailored based on data entered specific to the individual athlete, the volume and intensity instructions being optimized to improve the athlete's expected overall score for an intended multi-discipline competition at a future date.
- the apparatus further comprises means for inputting a parameter correlating to an athlete's available training time between the present time and a future date; and means for determining by means of the specially programmed computer a limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time; and the specially programmed computer generates a training plan designed to provide the individual athlete with an amount of incremental improvement in the normalized performance values without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time.
- the apparatus further comprises means for determining the maximum amount of incremental improvement in at least one of the normalized performance values that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and the specially programmed computer generates a training plan designed to provide the individual athlete with the maximum amount of the incremental improvement.
- the apparatus further comprises means for determining the maximum amount of total incremental improvement in the normalized performance values for the disciplines that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and the specially programmed computer generates a training plan designed to provide the individual athlete with the maximum amount of total incremental improvement.
- the apparatus further comprises means for determining the maximum amount of total incremental improvement in a competition score for a target competition on the future date that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and the specially programmed computer generates a training plan designed to provide the individual athlete with the maximum amount of the incremental improvement in the competition score.
- the apparatus further comprises means for inputting a desired competition score for a target competition on the future date; means for determining the maximum expected amount of total incremental improvement in each of the normalized performance values that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and means for determining if the at least one combination of normalized performance values will permit the athlete to achieve the desired competition score in the target competition on the future date without exceeding the maximum expected amount of total incremental improvement and, if so, generating by means of a specially programmed computer a training plan designed to provide the individual athlete with the desired competition score.
- the limiting parameter is taken from the group of volume, workload, workload stress.
- the limiting parameter is workload stress.
- the workload stress is a function of workload intensity and time at the intensity.
- the workload stress is further correlated to a factor that increases during the time that an exercise is performed.
- the apparatus further comprises means for determining an athlete's current normalized performance values after a portion of the particular period of time has elapsed, and means for regenerating a new training plan customized for the athlete correlated to achieving an incremental improvement in the normalized performance values for each of the disciplines in the remaining amount of the particular period of time.
- the apparatus further comprises a memory for storing data input by a user relating to the athletic ability of an athlete, the data including at least a first assessment, the training plan followed by the athlete, and a second assessment following same training plan, means for combining the data input by the user to other data correlating training plans and expected changes in assessments during a period of time that are applicable to a large number of athletes on a statistical basis; and means for modifying one or more factors correlating to normalized performance values based upon the data input by the user along with the other data.
- the training plans include information regarding a plurality of exercise sessions.
- each of the exercise sessions includes information specifying, for at least one discipline, one or more of the number of repetitions, duration of a session, intensity of a session, and the number of sets of repetitions.
- the apparatus further comprises means for determining an expected competition score at least one discipline at a time in the future based upon the athlete's current normalized performance values in the disciplines.
- the apparatus further comprises means for determining an expected competition score in at least one discipline at a time in the future based upon the athlete's expected normalized performance values in the disciplines after performance of the training plan during the particular period of time.
- the apparatus further comprises means for inputting an individual athlete's desired total score for a target competition on a target date in the future; means for determining by means of a specially programed computer the total workload required to achieve the desired total score of the target competition; and means for generating by means of a specially programed computer an individually customized training plan for the individual athlete to achieve the desired total score for the target competition on the target date in the future without exceeding permissible maxima during all or a portion of the training period prior to the target date of one or more of volume, workload, or workload stress applicable to the individual athlete.
- one of the disciplines is bicycling and the maxima of volume, workload, or workload stress applicable to the individual athlete are functions at least in part of (1) power-to-total-weight ratio with bike weight and (2) BMI.
- the apparatus further comprises means for determining by means of a specially programed computer a pace to weight ratio for the running discipline; and the maxima of volume, workload, or workload stress applicable to the individual athlete are determined at least in part by the pace to weight ratio.
- a computer-implemented method for creating and printing or displaying to a user individually customized multi-discipline training plan for improving the physical capability of an athlete in a multi-discipline athletic endurance event comprising the steps of: computing a normalized performance value of an individual athlete for each of at least two different disciplines of a multi-discipline athletic endurance event; and generating an electronically or physically printed training plan customized for the athlete correlated to achieving an incremental improvement in the normalized performance values for each of the disciplines within a particular period of time.
- one of the disciplines is running.
- one of the disciplines is swimming.
- one of the disciplines is biking.
- the disciplines are taken from the group of running, bicycling and swimming.
- the disciplines including running, bicycling and swimming.
- the training plan is output to a user.
- the normalized performance values are computed based upon input of the individual athlete's assessment values for each of the disciplines.
- the specially programmed computer correlates the normalized performance values to expected competitive performance results for at least one subtype of each of the disciplines and the output device operatively connected to the specially programmed computer generates electronically or physically printed expected competitive performance results for at least one subtype of each of the disciplines correlated to the normalized performance values.
- the specially programmed computer correlates the expected incremental improvement in the normalized performance values from following the training plan to expected competitive performance results for at least one subtype of each of the disciplines at a future time and the output device operatively connected to the specially programmed computer generates electronically or physically printed the expected competitive performance results for at least one subtype of each of the discipline.
- the training plan includes a set of exercises having at least volume and intensity instructions individually tailored based on data entered specific to the individual athlete, the volume and intensity instructions being optimized to reduce the differences between the individual athlete's normalized performance values for each of the disciplines.
- the training plan includes a set of exercises having at least volume and intensity instructions individually tailored based on data entered specific to the individual athlete, the volume and intensity instructions being optimized to improve the athlete's expected overall score for an intended multi-discipline competition at a future date.
- the method further comprises inputting a parameter correlating to an athlete's available training time between the present time and a future date; determining by means of the specially programmed computer a limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time, and the specially programed computer generates a training plan designed to provide the individual athlete with an amount of incremental improvement in the normalized performance values without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time.
- the method further comprises determining the maximum amount of incremental improvement in at least one of the normalized performance values that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and the specially programed computer generates a training plan designed to provide the individual athlete with the maximum amount of the incremental improvement.
- the method further comprises determining the maximum amount of total incremental improvement in the normalized performance values that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and the specially programmed computer generates a training plan designed to provide the individual athlete with the maximum amount of total incremental improvement.
- the method further comprises determining the maximum amount of total incremental improvement in a competition score for a target competition on the future date that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and the specially programmed computer generates a training plan designed to provide the individual athlete with the maximum amount of the incremental improvement in the competition score.
- the method further comprises inputting a desired competition score for a target competition on the future date; determining the maximum expected amount of total incremental improvement in each of the normalized performance values that can be expected to be achieved by the individual athlete in the available training time without exceeding the limiting parameter correlative of the athlete's physical capability to safely perform a particular workload during a particular increment of the available training time and determining if the at least one combination of normalized performance values will permit the athlete to achieve the desired competition score in the target competition on the future date without exceeding the maximum expected amount of total incremental improvement and, if so, generating by means of a specially programmed computer a training plan designed to provide the individual athlete with the desired competition score.
- the limiting parameter is taken from the group of volume, workload, workload stress.
- the limiting parameter is workload stress.
- the workload stress is a function of workload intensity and time at the intensity.
- the workload stress for the athlete is a function of the athlete's workload capacity.
- the workload stress is further correlated to a factor that increases during the time that an exercise is performed.
- the method further comprises determining an athlete's current normalized performance values after a portion of the particular period of time has elapsed, and regenerating a new training plan customized for the athlete correlated to achieving an incremental improvement in the normalized performance values for each of the disciplines in the remaining amount of the particular period of time.
- the method further comprises storing data input by a user relating to the athletic ability of an athlete, the data including at least a first assessment, the training plan followed by the athlete, and a second assessment after following said training plan, combining the data input by the user to other data correlating training plans and expected changes in assessments during a period of time that are applicable to a large number of athletes on a statistical basis; and modifying one or more factors correlating to normalized performance values based upon the data input by the user along with the other data.
- the training plans include information regarding a plurality of exercise sessions.
- each of the exercise sessions includes information specifying, for at least one discipline, one or more of the number of repetitions, duration of a session, intensity of a session, and the number of sets of repetitions.
- the method further comprises determining an expected competition score at least one discipline at a time in the future based upon the athlete's current normalized performance values.
- the method further comprises determining an expected competition score in at least one discipline at a time in the future based upon the athlete's expected normalized performance values after performance of the training plan during the particular period of time.
- the method further comprises inputting an individual athlete's desired total score for a target competition on a target date in the future; determining by means of a specially programed computer the total workload required to achieve the desired total score of the target competition; and generating by means of a specially programed computer an individually customized training plan for the individual athlete to achieve the desired total score for the target competition on the target date in the future without exceeding permissible maxima during all or a portion of the training period prior to the target date of one or more of volume, workload, or workload stress applicable to the individual athlete.
- one of the disciplines is bicycling and the maxima of volume, workload, or workload stress applicable to the individual athlete are athlete are functions at least in part of (1) power-to-total-weight ratio with bike weight and (2) BMI.
- one of the disciplines is running and wherein the apparatus further comprises means for determining by means of a specially programed computer a pace to weight ratio for the running discipline.
- the maxima of volume, workload, or workload stress applicable to the individual athlete are determined at least in part by the pace to weight ratio.
- a computer-implemented method for creating and printing or displaying to a user individually customized multi-discipline training plan for improving the physical capability of an athlete in a multi-discipline athletic endurance competition comprising storing a set of reference performance values correlated to average finishing times for a plurality of well-trained athletes measured when the athletes are performing at substantially maximum effort during one or more of the endurance disciplines that comprise the competition, the scales of the reference performance values for each discipline being normalized to each other so that substantially the same relative athletic performance ability will be represented by the same reference performance values; computing, using a specially programmed computer, a set of individual performance values correlated to an individual athlete's performance ability in each of the endurance disciplines, the scales of the individual performance values for each discipline being normalized to each other so that substantially the same relative performance ability of the individual athlete in each discipline as compared to the reference performance value in each discipline will be represented by the same individual performance values; and computing an expected competitive performance result in each of the disciplines as a function of the
- the method further comprises computing a set of competition performance results in each of the disciplines that is expected to correlate to a set of the individual performance values and enabling printing and/or displaying the performance values and results to a user to guide the athlete in improving his/her physical capability as measured by the individual performance values to improve the expected competition performance results.
- the method further comprises selecting, using a specially programmed computer, a set of workouts to be performed over a period of time, each of the workouts having a degree of athletic effort measured by at least volume and intensity, the workouts being correlated to an increment of increase of the individual performance values over the period of time.
- the method further comprises selecting the number, volume and intensity of the workouts to maximize a total expected increment of increase of competition performance for a given number of hours of training time devoted to the workouts during the period of time.
- the number, volume and intensity of the workouts are selected to maximize a total expected increment of increase of competition performance for a given number of hours of training time devoted to the workouts during the period of time.
- the computer system can develop training plans based on each of these performance values. For convenience, examples of these performance values used in connection with triathlons (which have running, biking and swimming disciplines) will be given. Such performance values for triathlons will generally be referred to herein as "TriDots.”
- TriDots Such performance values for triathlons will generally be referred to herein as "TriDots.”
- the calculations consist of using the TriDots and other athlete data to look up values, thresholds, ratios, and other training parameters that are correlated to competitive performance results for each discipline, based upon data applicable to average performance by well-trained athletes in each discipline.
- TriDots and other athlete data is used to determine how many quality sessions (high-intensity) sessions an athlete should do in a week for each discipline, how much of a particular intensity an athlete should do per week and per quality session, what multi-week, weekly, and single-session workloads should the program reach prior to the race, based on the projected workload required to complete the race at the anticipated intensity level, to achieve an expected competitive result (i.e., an expected elapsed time for the race).
- the computer system can compare the athlete's swimming, biking and running TriDots and show the athlete's relative performance level in each discipline, to identify and improve weak disciplines. For example, a TriDot profile of "40-42-35" (swim-bike-run) as calculated by the calculator 130 would indicate that a triathlete's run ability is significantly lower than the triathlete's swim and bike ability. Knowing this and using other athlete data, computer system can select workouts that focus the triathlete's training more on improving the athlete's run.
- the computer system can also compare the athlete's swimming, biking and running TriDots and show the athlete's relative performance level in each discipline for purposes of optimizing training effort to maximize overall competitive performance during a race (which is measured by the total elapsed time for each of the disciplines, together).
- the computer system can select a set of workouts that will result in the greatest decrease in overall time for a further race that can be achieved by that athlete prior to the time of the race, using the available hours of training time, even if those workouts tend to improve TriDots for the different events unevenly.
- FIG. 1 illustrates a computerized system for generating triathlon training and racing programs
- FIGS. 2A-2E illustrate an exemplary individually customized training plan (also occasionally referred to herein synonymously as a "training program") computer-generated by an embodiment of the invention, with FIG. 2 A showing a summary training phase profile, FIG. 2 B showing training notes, FIG. 2 C showing training paces, FIG. 2 D showing the first of successive weeks 1-12 of a training plan, FIG. 2 E showing the last of the successive weeks 1-12 of the training plan;
- FIGS. 3A-3B illustrate interfaces for entering data into the computerized system of FIG 1 ;
- FIGS. 4 A-H illustrate a set of TriDot charts for quantifying performance ability in the run, swim and bike disciplines, showing relative differences between disciplines, and determining training intensities;
- FIG. 5 illustrates a method for generating a training program employing the TriDot System
- FIG. 6 includes representative source code that can be employed by the computerized system of FIG. 1 for generating a training program for a triathlon;
- FIG. 7 is a table which describes how weekly increases are calculated
- FIG. 8 is a schematic showing an embodiment of the system of the invention depicting a specially programmed local computer to produce the individually customized training plans for the user, including user interfaces and permitting display and/or printing of individualized training plans.
- FIG. 9 is a block diagram showing main components of a central server system acting as a website in communication with users over the internet, the central server system producing the individually customized training plans for the users and where webpages encompassing user interfaces and permitting display and/or printing of individualized training plans are transmitted over the internet to the users' computer terminals; and
- FIG. 10 is a schematic showing an embodiment of the system of the invention where the users can access a central computer center over the internet where data is stored and processed to produce the individually customized training plans for the users and where webpages encompassing user interfaces and permitting display and/or printing of individualized training plans are transmitted to the users' computer terminals.
- FIG. 1 illustrated is a computerized system 100 for computing and producing an individually customized triathlon training program for a particular athlete.
- An input/output (I/O) device 1 10 is coupled over a bus 112 to a workstation 120.
- the workstation 120 has a running memory 122, a swimming memory 124, and a biking memory 126. These are variously coupled to a specially programmed processor for computing the various parameters (also referred to as a calculator herein) 130 and a system memory 140, which is in turn coupled to convey processed information over the bus 112.
- the system memory 140 can store global profile information about the particular multi-discipline athlete relevant to training (such as name, date of birth, gender, etc.).
- the calculator 130 can be configured in hardware or firmware, and can be configured to run software to perform various aspects of the invention of the present Application.
- the calculator 130 can also further employ the TriDot values to generate a triathlon training program, as will be described below.
- Functional Threshold is especially applicable to endurance sports as it is a measure of an athlete's ability to perform work for a sustained period of time, generally an hour.
- this measure of Functional Threshold will be described as a "TriDot,” although this may also be referred to as a "triathlon” value or "normalized performance” value.
- the calculation of an athlete's TriDots begins with an assessment or time trial for each of the disciplines (swim, bike, and run). Trained athletes conduct assessments and record completion times for set distances or distances covered in a set time. These values are fed into the system 100 and a TriDot value is computed in the manner described herein.
- TriDots are generally used to prescribe training intensities and race abilities based on the athlete's functional threshold. Modified assessments are available for beginner (untrained) athletes who are not yet capable of performing at a meaningful intensity for an hour, thus cannot technically test for a functional threshold. The results from these modified assessments are also fed into the system 100 to compute TriDot values. In this way, the system 100 can prescribe meaningful training intensities that will produce the desired training response (physiological adaptation) as if the athlete were able to perform a true functional threshold test.
- the computerized system 100 can measure fitness for beginners
- the computerized system 100 can use TriDots to prescribe power, pace, and heart-rate zones for various training intensities. There can be an exclusion of repetition and interval distances on a TriDot specific basis for distances that are too long or too short to be effective (i.e. A low TriDot runner would not typically do a 500m repetition as it would take them too long to complete this distance to be effective as a "repetition intensity" effort).
- the system 100 can support a split pace for threshold, tempo, marathon-pace, and easy runs to allow athletes to monitor pace more often than every mile, and without a GPS.
- the system 100 can also be used to calculate projected bike splits and relative optimal intensities for overall effort during the bike leg of an event. It can also calculate projected off-the-bike run splits and pacing for all various triathlon distances. Bike and run pacing can be critical to overall performance as using heart rate and/or rating of perceived exertion alone as measures of intensity and endurance can be extremely misleading to the athlete during the event.
- the TriDot assessment can be based on 5-kilometer and 10-kilometer time trials, as well as 12-minute time trial protocols for beginners. Also, all of the above can be done with swimming and biking, in addition to the run training (assessments, training paces, and race pacing guidance, for example).
- triathletes can perform and quickly look up their performance on a TriDot chart manually to determine their swim, bike, and run TriDot, such as illustrated in FIG. 4A to 4C.
- the calculator 130 can calculate TriDot values.
- the calculator searches the applicable assessment table for the athlete's assessment time or distance and returns the associated TriDot value.
- triathletes simply enter their most recent time trial result through the 1/0 interface 110 and into the running memory 122, the swimming memory 124, and the biking memory 126.
- the calculator 130 determines the TriDot for each of these values, and then stores this in the system memory 140.
- the system memory 140 displays it on the I/O 1 10.
- the I O 110 can also be configured to accept values directly from triathlete sensors (such as heart rate values from a wireless heart rate monitor and/or clocked time and distance measured by a GPS, for instance.)
- these values are displayed in an easy to read table on the I/O interface 1 10 and also in the margin of each week's training schedule.
- the entire training phase and each week's training schedule can also be generated by the calculator 130.
- the system compares TriDot values for the swim, bike, and run and evaluates any differences against a set of thresholds based on the athlete's race distance, background, training volume, etc. And appropriately determines the proper training volume (total and by discipline), optimal intensity mix (total and by discipline), and discipline volume and workload allocation to produce fitness gains that will translate to the greatest overall time improvement on race day.
- a 10% improvement in swim time may not be as beneficial as a 10% improvement in bike time if the swim is 15% of a race and the bike is 50% of the race. The more advanced an athlete's skill is, the longer it will take to realize the same amount of additional fitness gains.
- the system 100 prescribes training to produce gains in the areas of greatest potential. Some fitness gains cannot be realized until athletes have progressed through specific developmental stages that take certain periods of time engaged in consistent training. The system 100 recognizes these stages and develops other areas until these developmental stages are achieved.
- the calculator 130 also can perform conversions for athletes who train on treadmills, letting the triathlete know what setting to use to approximate the same effort on the road for each training intensity prescribed in a training plan. This is especially valuable in that it allows deliberate training in a controlled environment. Effort durations, intensities, and rest periods can be executed as prescribed in training plan without negative impact of terrain, traffic, and climate. Training sessions such as "hill repeats" can much more effectively be done on a treadmill. Optimal inclines can be set and intervals can be conducted for desired durations rather than being limited to physical characteristics of actual terrain.
- a TriDot can measure an individual's swimming, biking and running ability.
- the calculator 130 can determine a TriDot for these, which in one embodiment can range from one to eighty-five, with one being the lowest and eighty-five being the highest performance level.
- a TriDot near 85 would generally correspond to the best competitive results of the fastest athletes in each discipline; TriDot' s in the mid-range to the performance of average athletes and a TriDot of 25 will generally correspond to competitive results of the slower athletes in competition.
- the computer system 100 can assess relative swimming, biking, and running ability to determine which is the stronger or weaker discipline. Basically, the TriDot values are compared to one another, and whichever has the lowest value is the weakest discipline, and the highest value is the strongest discipline. [001 12] The formulas for computing the TriDots for each of swimming, biking, and running used in the invention are derived to obtain normalized values such that, a specific TriDot value for the swim represents the same relative performance ability for the swim as the same TriDot value would represent for bike and run abilities. The range of TriDots is from 1 to 85 with 1 being the lowest ability and 85 being the highest ability.
- An athlete with the same TriDot value for all three disciplines would have relatively the same performance ability in the swim, bike, and run relative to other swimmers, bikers, and runners. With these relative values known for a given athlete, these abilities can be evaluated against the athlete's race distance (where the proportional distances of the swim, bike, and run legs are different) to determine the optimal training focus. For example, an athlete's swim TriDot may be 10 TriDots lower than his/her bike and run TriDots. If the athlete races at the sprint distance, increasing the swim ability may only improve the overall race time by 1 minute because the swim portion is such a small portion of the race. Even a small improvement on the bike would represent a much bigger benefit because the bike portion is about one half of the total race.
- TriDots allows us to not only measure which disciplines are stronger or weaker, but to quantify by how much. The relative difference between abilities when compared to race distance proportions is a valuable tool for determine training goals and how much priority should be placed on a discipline based on the estimated return on training investment in terms of expected total race time improvement.
- TriDot value can be simpler to measure, communicate, and work with than a mass of other performance measures. It gives one a reference point that is in essence the performance result or potential for result that is easier to reference.
- the TriDots are generally used in conjunction with other athlete data to determine program parameters and produce the training programs.
- a swim TriDot is less than 38 then the swim training needs to be primarily form-focused, working on technique and drills.
- Each athlete's race-pace influences the proportion of overall training volume dedicated to specific intensities.
- the calculator 130 thus can use the TriDot values to determine the optimum training plan for an individual athlete, through table lookups and/or calculations.
- TriDot Olympic distance athlete will be training for approximately a three-hour extensive endurance effort.
- a high TriDot Olympic distance athlete will be training for a sub-two-hour near-red-line event.
- TriDot values Another entire set of intelligence comes from combinations of TriDot values and athlete characteristics, such as age or body-mass index. For example, an athlete with a medium to high run TriDot AND a very low BMI would need more fitness training, whereas an athlete with a medium to high run TriDot and a very high BMI may be extremely fit but carrying excessive weight. "Fitness" training would produce very little benefit for the athlete in the later scenario, but training that would maintain fitness and alter body composition would be highly effective. Similarly, combining TriDot values with age, training volume, race distance, workload capacity, and so forth provides further information that the system uses to determine the athlete's optimal training plan.
- the calculator 130 can compare the athlete's swimming, biking and running TriDots and show the athlete's relative performance level in each discipline. For example, a TriDot profile of "40-42-35" (swim-bike-run) as calculated by the calculator 130 would indicate that a triathlete's run ability is significantly lower than the triathlete's swim and bike ability. Knowing this, the calculator 130 can choose a training plan to focus the triathlete's training more on improving the athlete's run.
- the computer system 100 develops training plans based on each of these TriDots.
- the calculations consist of using the TriDots and other athlete data to look up values, thresholds, ratios, and other training parameters.
- TriDots and other athlete data is used to determine how many quality sessions (high- intensity) sessions an athlete should do in a week for each discipline, how much of a particular intensity an athlete should do per week and per quality session, what overall training workload capacity should the program reach prior to the race, based on the projected workload required to complete the race at the anticipated intensity level.
- the computerized system 100 In contrast to the commonly available, off-the-shelf "beginner,” “intermediate” or “advanced” training plans, the computerized system 100 automatically develops an individually customized training plan based upon the individual triathlete' s ability and history in each discipline. The computerized system 100 also can shift the focus of a training plan to varying degrees based upon the relative differences between the athlete's swim, bike, and run TriDots.
- the processor or calculator 130 can use a TriDot to determine a triathlete' s optimal pace in racing.
- the TriCharts of FIG. 4A-4B show expected splits for each discipline. Subsets of these charts can also be generated as needed by the processor 130 for a given triathlete.
- the athlete can use the triathlete's training data and terrain and climate variations for the athlete's specific rate to individual race pace.
- the system 100 can further generate race pacing tools that allow the athlete to enter the triathlete's TriDots and determine the athlete's ideal pacing strategy.
- the athlete can develop a TriDot profile that compares relative power, stamina, and endurance abilities.
- the computerized system 100 can reveal relative power, stamina, and endurance abilities. For example, if a triathlete can run a TriDot 40 5k run, but the triathlete's heart rate skyrockets after five miles at their prescribed easy pace, this may indicate that the triathlete's endurance abilities are lacking.
- TriDots such as generated by the computerized system 100 or as revealed in the charts of FIG 4A and 4B allows the athlete to take a more proactive approach to a triathlete's training and racing without a need to do excessive field tests. The athlete will know throughout the athlete's training where the triathlete needs to improve. And the triathlete will then be ready to compete on race day, with realistic expectations of the performance he or she is capable of.
- assessment options to determine TriDots are as follows.
- a swimming TriDot value is determined by the processor 130 after either a 10-minute swim or a 800-meter (or yard) trial.
- a bike TriDot value can be determined by the processor 130 after an 8-minute or 15-mile time trial.
- a run TriDot value can be determined by the processor 130 after a 12-minute, 5k or 10k time trial.
- the athlete's Functional Threshold is the power they can sustain for one hour on the bike, then the average power and average heart-rate for someone completing the 15-mile time trial in sixty minutes would be their Functional Threshold Power and Functional Threshold Heart Rate values. If someone completes the 15-mile time trial in forty five minutes, their average power and heart rate will be a specific percent higher than what they could sustain for sixty minutes. The same is true for someone who completes the 15-mile time trial in thirty-five minutes.
- the computation performed by the TriDot system 100 evaluates the time trial results in relation to the fraction of sixty minutes that it took to produce those results and makes the necessary adjustments to the Functional Threshold values which correspond to TriDot values.
- heart rate lags behind the power being expended. In the initial stages of the time trial the heart rate is lower and gradually climbs. The proportion of the duration of this lower heart rate period is greater the shorter the total time trial. Appropriate adjustments are made in the heart-rate-based training zones.
- TriDots for all three of these disciplines provide values for time trials (often referred to as assessments), threshold pacing, and race-pacing for sprint, Olympic, half iron, and iron distance races.
- assessments time trials
- threshold pacing threshold pacing
- race-pacing race-pacing for sprint
- Olympic half iron
- iron distance races training intensities can be handled differently for each discipline other than running.
- Swim based on threshold pace for 100 meters (or yards).
- Bike based on threshold power if using a power meter; otherwise on heart rate.
- TriDot paces (swim - time per 100m; bike - power in watts; run - minutes per mile or kilometer) are approximations based on typical triathletes. Any individual triathlete performance and capabilities could be skewed based on body composition changes physical limitations, and numerous other factors.
- TriDot performance and paces for various distances apply to appropriately trained athletes for the performance and paces for those distances.
- a run TriDot 50 athlete may be able to run 5k in 19:56 but will not be able to run a 3 : 10 marathon without proper training for the marathon distance. They are both TriDot 50 performances, but preparation for each is different.
- TriDot race splits are based on optimized performances that use race pacing produced by the TriDot System pacing guides, which are generated from TriDot values and which follow a TriDot System generated training program. Generally, terrain, climate, and other conditions can dramatically affect pacing. When possible, it is preferred to conduct assessments and train in conditions similar to those anticipated for race day.
- a triathlete completes a swim, bike and run assessment.
- the assessment is determining the triathlete' s Functional Threshold for each of these three sports. This generates a TriDot score.
- next priority race is determined for the user based upon the TriDot value. This will be explained in more detail below. Then, a training plan request can be generated by the calculator 130 for a next training phase based upon the various TriDot values.
- FIG. 2 A shows an example of a summary training phase profile 200 that can be produced by an embodiment of system 100 which, in this example, is for a triathlon, which includes a summary of the weekly training hours by discipline.
- Training phase profile 200 includes a table 201 of basic athlete-specific information entered by the user, plus the date the system 100 created the plan and the training phase ID.
- Training phase profile 200 also includes a table of time trial (tt) history for the athlete showing initial, high, current and a calculated difference between the high and the initial values, for the athlete's time trials in the 800m swim, 15-mile bike and 5k and 10k run, with TriDot values generated by system 100.
- tt time trial
- Training phase profile 200 further includes a table 203 of pre-plan values for sports age, TriDots, weekly volume, weekly volume, and weekly long session for each of the swim, bike and run.
- Training phase profile 200 further includes a table 204 summarizing training hours per week for each of the swim, bike, run and total. The total times are totaled from the detailed training plan 230 of FIG. 2D, discussed infra.
- FIG. 2 B provides training notes accompanying the training plan, some of which notes are standard and some are which are generated by the system by table lookup (such as the days of the week of training), to coordinate to the training plan.
- FIG. 2 B which is separated into five sheets, shows an example of a brief plan overview 210 produced by system 100 for the athlete, giving basic information on where to find system resources, days of the week for key bike, run and swim workouts, and an overall explanation of how to do the workouts.
- FIG. 2C provides the athlete with associated training intensities in terms of power, heart-rate, and pace as appropriate for each discipline, which are generated by the system. For the run, these training intensities are shown in terms of splits for different distances to aid the athlete in conducting training sessions.
- FIG. 2 C includes an example of a summary training pace and zone chart 220 that can be produced by system 100 for an individual athlete, including several separate tables of information for the run, bike and swim.
- pace and zone chart 220 includes tables 221 of predicted standalone race ability for different run distances, an assessment table 221 summarizing user- input LTHR, 12 min, 5k and 10k times (only the 10k of which has a time entered), (the example values for which yielded a system 100 calculated TriDot value of 34).
- pace and zone chart 220 further includes a pace zone table 222 showing various times for various distances for different pace zones, and the min and max heart rate ranges for each zone, and tempo run times, as generated by system 100 using a table look up function or algorithm of known recommended heart rate values for those time, pace zones and distances.
- the run portion of the pace and zone chart 220 also includes table 223 showing recommended mph settings for various paces and a table 224 showing treadmill mph settings for tempo runs.
- pace and zone chart 220 includes an assessment table 223 and a zone chart 224, which are arranged similarly to the run assessment tables 221 and pace and zone tables 222.
- pace and zone chart 220 includes an assessment table 224 and a zone chart 226, which are arranged similarly to the run assessment tables 221 and pace and zone tables 222.
- FIG. 2 D provides a detailed, week-by-week training plan generated by the system.
- the training plan is generally based on a 2-4 month training phase and is based on the person's TriDot assessments, performance background, race distance, age, sport ages in all three sports, disparity between performance levels to address weaker disciplines, and so on.
- the training plan for each phase will build on the prior phase and prepare the athlete for the next training to ensure continued growth and long- term development.
- FIG. 2 D depicts an example of a detailed, day by day individually customized training plan 230, computed and prepared for an individual athlete by the computerized method of the present invention, for the first week of training during a training period of 12 weeks. Training zone ranges are listed in the margins for easy reference.
- the training plan 230 consists of a table 231, including a summary column 232 labeled "week 1" and seven columns 233-239 labeled for each day of the week.
- Summary column 232 shows weekly totals for swim, bike and run, current TriDot values for the swim, bike and run, swim zones, bike power zones, bike HR zones in (bpm), run pace zones, run HR zones and treadmill zones, which are calculated by system 100 to guide the individual athlete's training.
- the bottom right hand corner of table 231 includes a sub-table 240 showing run intensity splits calculated by the system 100.
- Table 231 can also include a box 241 that can include inspirational information on a variety of subjects to inspire the athlete to perform at his or her best.
- FIG. 2 E is a detailed, day by day training plan 230' computed and prepared for an individual athlete, for the last week of training during a training period of 12 weeks.
- Training plan 230' is laid out in the same way as training plan 230, the main difference being that training plan 230' has different (and generally more strenuous) exercises prescribed than does week 1.
- the system 100 also produces similar training plans for weeks 2-1 1 of the 12 week training period, the workouts for each day of which are computed by system 100 in accordance with the invention to optimize improvement during the training period for the particular individual athlete.
- other training phase periods other than 12 weeks can be employed.
- the training plan can include daily workouts with specific objectives, durations, paces, zones, rest duration, and technique pointers.
- the training plan can be provided on an internet-based implementation of the computerized systems 100 and can include access to a 24/7 on-line source for video or other online media content including articles, guides, and tools.
- the training plan can include guidance for adjusting a weekly plan to accommodate unexpected changes in the triathlete's routine.
- the workout plan can include training pace, power and zone by the calculator 130 based on the triathlete's current TriDots from the triathlete's initial assessment and those conducted throughout the triathlete's plan.
- nutrition and hydration calculators are included, as these are especially important for half and full iron triathletes where hydration should be "spot on.”
- the computerized system 100 can further include race execution planning tools that use assessment and training data from key workouts and race rehearsals to determine the athlete's optimal race pacing for half iron man and iron man events.
- the system 100 can include season planning guidance to help the athlete plan practical and purposeful training plans such as an annual training plan.
- Planning guidance generated by the system 100 provides information for the athlete regarding expected starting and ending training volumes for each phase so that the end of one phase will allow for effective transition to the next. For example, the training volume associated with an athlete completing a half iron triathlon would be adequate to transition directly into a full iron distance training phase, whereas a beginner sprint-distance phase would not.
- each phase of training generally lasts between 10 to 20 weeks. There are multiple phases in one year and multiple mesocycles in one phase. Mesocycles are generally 3-4 weeks. These phases derived by the calculator 130 are designed with a fairly consistent weekly pattern, making it easy to plan and coordinate with the rest of the triathlete's life. This pattern is easy to adjust to accommodate unforeseen scheduling conflicts and the need to take days off from training in a way that minimizes loss of fitness. Generally, the structure and spacing of sessions allow for them to be pushed forward or backward a bit, making it easy to adjust the training as necessary. [00150] In a further aspect of an employment of the computerized system 100, lower priority races may be added or changed.
- Each phase is planned to facilitate progress towards one "A" (most important) race and top priority training goals and developments.
- Working in lower priority races for fun, to gain race experience, or for any other reason, is easy when using the system 100.
- the athlete Based on the importance of the lower priority race, the athlete can chose to taper and recover or just train through it.
- the system 100 allows the athlete to make these short-term changes without jeopardizing long-term progress.
- the plan essentially guides athletes how to go off plan and retain as much of the training benefit as possible, while substituting the race for some of the training.
- the computerized system 100 collects, and in some cases measures, comprehensive athletic data and performance assessments, and can normalize it. Normalization involves producing values that correlates the influences swim, bike, and run performance on an equal footing such that they can be compared and used for training program design.
- the computerized system 100 can analyze the data elements individually and in combination with other elements.
- the system 100 can evaluate the results of this analysis against one or more of dozens of standards (thresholds, scales, ratios, and other metric tools.) These metric tools are provided in a program design tool. TriDots, developmental stages, training paces, projected race times, training volumes are stored in a central place. Volume factors, intensity factors, improvement factors, stress factors, stress increase trigger factors, bike/run focus thresholds are located on different computerized matrices, such as spreadsheets, based on race distance. In a further embodiment, the computerized system 100 can move these or make them more presentable if necessary.
- the computerized system 100 can determine key program design drivers, and the potentials for improvement addressed above.
- the computerized system 100 can establish quantifiable design parameters used to create optimized training.
- the computerized system 100 can develop a training program that produces maximum performance gain per training hour and also supports the long-term growth of the triathlete. This is a huge benefit at the training session level. Most, perhaps even all, other training programs prescribe training on a distance basis: e.g., run 5 miles at easy pace or swim 4 repeats of 200 meters at threshold pace. They do this because round distance measures are easy to work with and calculating splits is time consuming and does not appropriately take into consideration physiology. By contrast, however, training responses (physical adaptations) are most effectively stimulated when the athlete works at a specific intensity (relative to Functional Threshold) for a set amount of time relative to the intensity. This is made possible by using the computerized system 100 of the present invention.
- Prescribing training that is too long at the prescribed intensity can cause the athlete to reduce their effort in order to complete the prescribed duration, increases risk of injury, and puts unnecessary stress on the athlete beyond what their body is able to absorb. If the prescribed training is too short, it fails to generate the desired training response at all.
- the TriDot of the system 100 prescribes training sessions at specific, targeted intensities for specific durations or at distances specifically selected based on knowledge of how long the system determines that the athlete will take to complete the distance. This keeps every interval and repetition highly effective and eliminates unnecessary training stress and injury risk.
- the computerized system 100 collects mid-and post-program data to feed back into the system 100. This data is used to adjust and improve system thresholds, factors, algorithms, and other calculations. The feedback data is used by the system to improve itself.
- the training programs of the system 100 prescribe time trial assessments at key points through the training. In the internet-based embodiment of the computerized system 100, athletes are prompted to enter this data on-line along with their weight, heart-rate data, and so forth.
- the system 100 also collects actual race results and inputs this into the system and compares this to projected race splits.
- the computerized system 100 can use a normalized measurement scale that can serve as a foundation element.
- results from swim, bike, and run assessments correspond to specific TriDot values for each of the three events (bike, swim, run).
- the athlete should train such that he or she raises the lower value TriDot' s to be at or near the higher values of the athlete's TriDot values, and then endeavor to raise all TriDot values in a balanced way, such as approximately equally.
- training time limitations may dictate a greater concentration on one or two disciplines to achieve the lowest overall time on race day.
- TriDots provide numerous benefits, including the following: [00161] 1) quantification of the degree of performance differences between disciplines providing insight into how much training focus should be shifted to the weaker discipline based on long-term goals and short-term race objectives.
- the athlete's bike TriDot value allows us to project the race bike split duration. Based on that duration, we calculate the athlete's exertion level as watts or heart rate as a percent of the athlete's functional threshold. The athlete's run ability is also factored into the bike exertion level as stronger runners can exert a little more on the bike than a weaker runner. Likewise, run split and pacing can be calculated based on the athlete's run TriDot and projected bike split. The longer the bike split, the slower the run split based on the athlete's stand-alone run ability for the same run distance.
- each system 100 is designed after analyzing and evaluating 40 athlete-specific data elements or more. Athlete-provided data is important; however, the most impactful information is typically that which is derived and developed by the computerized system 100 based upon computations from this data, and key combinations of certain data elements as determined by system 100.
- Some of the athlete-provided data includes the following:
- an efficient way to get faster or go farther is to implement a training program specifically designed for the triathlete.
- the I/O 110 also includes a printout or spreadsheet embodied in software of a training plan, such as a Profile Tab 210, a Notes Tab 220, a Paces Tab 230, a training plan 240, and a Weekly Tabs 250.
- a training plan such as a Profile Tab 210, a Notes Tab 220, a Paces Tab 230, a training plan 240, and a Weekly Tabs 250.
- the profile tab 210 displays many of the first-level parameters that were used to develop a plan. It also gives an overview of the weekly values.
- the data of these profile tabs is partially data submitted by the athlete during the training plan request step.
- the other parts are generated by the system 100 including developmental stage, weekly volume by discipline.
- the system 100 can show a plethora of factors and thresholds on this page. This data influences the training program generated by the system 100.
- the note tab 220 provides some commentary about the triathlete's plan's focus, structure, or key objectives.
- the paces tab 230 of the user interface displayed on a computer display (or printed) has been preloaded with the triathlete's initial assessment values.
- the assessment data (time trial results) submitted with the plan request are shown here. This includes times or distances, heart rates, average power, etc.
- the paces tab 230 shows the athlete's training paces and zones for the athlete's swim, bike, and run training. This area will use be used to enter the results of the triathlete's subsequent assessments (time trials) as outlined in the athlete's training plan of FIG. 2D
- FIG. 2D a training plan 240 is illustrated.
- FIG. 2E a weekly plan 250 is illustrated.
- the training plan 240 prescribes additional assessments every 3-5 weeks. After each assessment (time trial or other field test), the triathlete is prompted to enter the results on the Paces tab 230. When the athlete enters the triathlete's assessment results, the triathlete's new current TriDots will be updated along with the athlete's training paces and heart-rate zones in the profile tab 210.
- triathletes will progress about 1 TriDot for every 4-6 week period if they strictly adhere to their plan generated by system 100. This progression will typically be slower, however, for triathlete's having a higher performance level and as the performance level is further raised.
- the triathlete's next plan as expressed in the training plan 240 can typically start with the TriDots that the triathlete finishes up with on his or her previous plan, provided that the athlete can start the athlete's next plan relatively soon thereafter.
- the computerized system 100 has loaded within it in the processor 130 some intermediate TriDot values to allow for the triathlete's performance improvement.
- TriDot values to allow for the triathlete's performance improvement.
- strength and form training are both highly encouraged.
- personal assessments, evaluations, and feedback they are not specifically included in this system 100 interaction values. To maintain performance, it is generally advisable to continue any strength training that the triathlete is currently doing.
- the plan 240 includes the following:
- the triathlete plan 230 is structured in four-week mesocycles with three weeks of increasing workload (volume and/or intensity) followed by a week of recovery or assessments. The triathlete should work as hard at recovering on the recovery weeks as the athlete does working during the work weeks.
- the triathlete plan 230 can use a Monday through Sunday pattern. If the triathlete needs to permanently move a day off, the athlete can adjust the plan to start on a day other than Monday. Moreover, depending on when the triathlete's swim workouts are scheduled, the athlete can move one of the triathlete's swims to a light bike or run day to create an additional day off.
- [00183] Include one bike-run brick per week, preferably after the triathlete's longest bike workout. When secondary bricks are scheduled during the week, it is generally for time saving purposes. The run can be completed later in the day. If the athlete cannot complete a brick run, he or she should not complete it later in the day if it could jeopardize a key run the following morning. Race rehearsals done as bricks are key workouts and should ideally always be completed as prescribed.
- FIG. 3A-3C illustrated are various interfaces that are used by the I/O 110, and also in generating a report.
- FIG. 3A is one embodiment of a user interface where the athlete enters much of their static physical characteristics such as gender, height, weight, training background, and so forth. These data are used in conjunction with TriDot values to build training programs.
- FIGS. 3A-3B an example of a user interface screen that could be displayed to the user on, for example, display 81 (depicted in FIG. 8) is depicted.
- FIG. 3 A is a portion of user interface screen 230 that enables the user to input profile information in labeled fields to be used by the system 100 in creating training plans and predicted performances, such as date of birth, gender, height, weight.
- the user interface screen 230 also includes labeled fields for entering information on training background and training equipment used.
- FIG. 3B is one embodiment of a user interface where the athlete enters their time trial assessment data. This happens after the training plan request step.
- This continuation of user interface screen 230 enables the user to select a training plan and enter assessment information, to the extent not already input. This can include general information such as current weight, and assessment information for the swim, bike and run events that will be used by system 100 in creating training plans such as depicted in FIGS. 2D and 2E, as described herein.
- the time trial assessments are specific protocols conducted by the athlete for the swim, bike, and run.
- Standard assessments are 800 meter (or yard) swim, 15-mile bike, and 5k or 10k run.
- Completion times, average heart rates, and normalized power output data are entered by the athlete and are used to determine TriDot values.
- the system provides modified beginner protocols for each discipline. These modified distances are a 10-minute swim, an 8-minute bike, and a 12-minute run. The distances traveled by the athlete are used to determine TriDot values.
- Average heart rate and average normalized power can also be collected to determine training intensity zones.
- modified protocols are necessary to assess beginners because 1) they may not have the ability to complete the longer distance and 2) even if they could complete the longer distance, it would be an extensive endurance assessment rather than an intensive endurance or threshold assessment.
- the standard protocols are appropriate for "trained” athletes and the modified protocols are appropriate for "untrained” athletes.
- a functional threshold is generally considered the training intensity that an athlete could sustain for about an hour.
- These modified protocols assess athletes' functional threshold abilities even if they technically cannot even complete a true functional threshold assessment. They allow us to design training for these "untrained” athletes (at shorter durations) that still employ the same highly effective training techniques and principles that the system uses for "trained” athletes capable of longer duration sessions.
- FIG. 3 C a further continuation of user interface screen 230 is depicted.
- This continuation of user interface screen 230 enables the user to enter general training phase information in section 255, including the athlete's next race, the duration in weeks of the training phase, PR time for this distance, whether the athlete has raced at this distance before, whether the athlete has a Compex, whether the athlete desires NEMS sessions included in the training plan., the next phase type and the next phase race distance.
- the user can enter volume for swim, bike and run, and the athlete's longest weekly session for each of bike, swim and run. This information will also be used by system 100 in creating training plans such as depicted in FIGS. 2 D and 2 E, as described herein.
- FIG. 3 C is one embodiment of a user interface where the athlete enters their training request indicating the event type they're training for as well as their current training volume and long sessions by discipline.
- the system compares projected total race time and individual discipline splits to determine training requirements for total volume and long sessions.
- the athletes' current training volume and long sessions are evaluated against the ultimate requirements and the length of the training phase to calculate the optimal rate of volume and/or long session increases, if necessary.
- the system 100 does not generate any values on these screens of FIG. 3A-3C. These screens instead capture data and load them to a database, which is imported into the system 100.
- Item 4 is the triathlete's run performance.
- the triathlete's ability to run off the bike will partially determine how hard the athlete should run his or her bike split. These values are looked up on a chart or stored as a look-up table in a memory, based upon values previously determined from statistical data based upon many other athletes' collected performance data.
- computerized system 100 can obtain these values for use with the individual athlete by a lookup function.
- the athlete can use TriDot along with the 1-8 performance levels to determine which best describes the athlete's run ability. An example of this can be seen in the scale adjacent to where the athlete enters their values in the pace guide, where Levels 1-8 correlate to ranges of run TriDot values.
- the Item 5 section is optional and can be left at all zeroes. However, at the athlete's discretion, the athlete can fine tune the pace guidance by entering values in these fields.
- the athlete can increase/decrease watts or heart rate values by entering the corresponding offsets (i.e. enter -5 to decrease watts or to decrease heart rate by 5. Enter 5 to increase watts or heart rate by 5). In making these adjustments, the athlete should consider the recommendations in the pace guide, included in the the provisional application Ser. No. 61/488,084 which is incorporated by reference. [00198] Anticipated race-day temperature, humidity elevation or terrain may warrant lowering the athlete's power guides. Insufficient stamina (decoupling during the later part of the race rehearsals) could leave the athlete to decrease both power and heart rate guides.
- the bike guidance is broken up into 4 'gears' If the athlete is using power, use that as the athlete's primary guide, but back off if one is reaching the athlete's HR (heart rate) cap.
- Gear 1 (The term “gears” is used herein figuratively to communicate distinct effort levels).
- the first gear is to be used during the first portion of the bike leg. It is arguably the most crucial leg of the entire bike race. It is very easy to overexert during the first portion of the bike race without feeling it until it is too late. If the athlete is using power, the athlete should stick to the correct power, which means to give priority to his or her power number, not his or her perceived exertion of being easy. If the athlete is using only a heart rate monitoring, the athlete should try to keep his or her heart rate down.
- Gear 2 after the athlete comes out of gear 1, use gear 2 for all flat portions of the race.
- Bike Items 1 and 2 The user would enter data from the athlete's most recent functional threshold test (time trial.) This data should match the triathlete's assessment data entered on the Pace tab of a custom plan. This can be seen in the first two input fields on the first tab of the pace guide spreadsheet,
- Phase 2 gradually increase pace from beginning to end
- Phase 3 pick it up at the finish.
- the time trials are to be done on closed or semi-closed course with little or no traffic such as county road or mall or stadium parking lots that can be used periodically for subsequent tests.
- Main Set The athlete should ride 15 miles at a constant pace as if racing OR ride 8 minutes at a constant pace as if racing.
- Cool Down The athlete should ride 5 minutes easy (Zone 2 or 30.)
- One goal in the time trial is to hold the pace that the athlete can sustain for the entire distance or time without blowing up early or having something left to sprint at the end.
- Using a heart rate monitor and stopwatch meter if the triathlete trains with one, press a lap or start/stop button at the beginning and end of the time trial to capture on time or distance, average heart rate (AHR), and average power. If the athlete doesn't train with power, the athlete will only capture the athlete's time or distance and AHR. The athlete should record his or her total time for the 15 mile or the distance covered for the 8-minute test along with AHR and power.
- the triathlete is completing the assessment as prescribed in a custom plan of FIG. 2, using the Paces tab 230 to the training plan workbook 240, and enter data through the interface 110 to determine the triathlete's new TriDot and associated training paces. If the athlete is completing this assessment prior to requesting an initial custom plan, the athlete should submit the triathlete's time or distance AHR and average normalized power with his or her plan request.
- this test is not used for training plan requests. In another embodiment, this test can be used during a training phase to determine Functional Threshold Power if benchmarking 15-mile not important.
- Main Set 2x20'(2')- Two sets of 20 minutes with 2 minutes of zone 2 between them.
- One goal is, in the test, to hold a steady pace that the athlete can sustain for each of the 20-minute repetitions.
- Reading power file Create 42 minute range that includes the two 20-minute repetitions and the 2 minutes of Zone 2.
- the normalized watts value for this 42-minute range is the triathlete's Functional Threshold Power (FTP).
- the triathlete's average heart rate (AHR) for this range is the athlete's lactate threshold heart rate (LTHR), which can be interchangeable with Functional Threshold.
- one of these assessments is used to determine a TriDot.
- Most athletes should use the 5k time trial.
- the athlete should use the 12-minute time trial only if the athlete cannot complete a 5k without stopping to walk.
- the athlete can use the 10k time trial if he or she runs a sub 50-minute 10k, but may prefer the 5k to minimize training stress. Either one will do the job.
- the athlete should try to use the same assessment throughout each training phase. If the athlete is ready to progress from one time trial to another, the athlete should do so when requesting the next custom training plan.
- the time trials are to be done on a flat course or track that the athlete can use repeatedly or on a treadmill at a @1% incline.
- Main St Run 5k at a constant pace as if racing OR run 10k at a constant pace as if racing OR run 12 minutes at a constant pace as if racing.
- Cool down Jog or fast walk about 5 minutes at an easy pace (E).
- the athlete's goal in the time trial is to hold pace that he or she can sustain for the entire distance or time without blowing up early or having something left to kick at the end.
- the athlete can uses a HR monitor and stopwatch, and can press the lap or start/stop button at the beginning and the end of the time trial to capture the time or distance and AHR (average heart rate). Then, the athlete can record his or her total time for the 5k or
- the athlete should submit time or distance and AHR along with the athlete's plan request.
- the athlete should use one of these two assessments to determine his or her swim TriDot. Most swimmers should use the 800 (meter or yard) time trial. The athlete should use the 10-minute time trial only if the athlete cannot complete an 800 without stopping.
- the athlete should try to use the same assessment throughout each training phase. If the athlete is ready to progress from the 10-minute to the 800 assessment, the athlete should do so when requesting the athlete's next custom training plan.
- the athlete should swim at least 200 meters, starting slow and gradually building pace to his or her threshold pace for the final 50 meters.
- the athlete should make sure he or she is warmed up, but should not exhaust him or her self.
- the athlete should rest for about two minutes. If the athlete does not know his or her threshold pace, the athlete should make a reasonable estimate but err on the side of caution.
- Main set The athlete should swim 800 meters or yards at a constant pace as if racing OR swim 10-minutes at a constant pace as if racing.
- the athlete can use either meters or yards.
- the calculator 130 can operate using either input. However, the athlete will want to be consistent.
- one goal in the time trial is to hold the pace that the athlete can sustain for the entire distance or time without blowing up early or having something left to kick at the end. If the triathlete's time is a part of a workout, swim the balance of the allotted time at a slow pace with excellent form. Otherwise, the athlete should cool down with a slow 200. Then, record the athlete's total time for the 800 time trail or the athlete's distance covered for the 10-minute.
- the athlete should go to the paces tab 230 of the athlete's training plan workbook 240 user interface and enter the athlete's time or distance to determine the triathlete's new TriDot and associated training paces.
- the calculator 130 accommodates entry for both meters and yards. If the athlete is not completing this assessment prior to requesting an initial custom plan, submit the athlete's time or distance with the athlete's plan request.
- FIGs 4A-4C illustrated is TriDot Data.
- FIGs. 4B and FIG. 4C are described below.
- TriDot charts 260-295 are illustrated. TriDot charts 260-295 are generated by system 100 to quantify performance ability in the run, swim and bike disciplines, showing relative differences between disciplines, and determining training intensities, and to guide the athlete's training.
- Charts 260-262 of FIG. 4A is a table (separated onto three sheets) listing run
- charts 260-262 includes times for stand-alone race ability and off-the-bike race ability as calculated by system 100, for a variety of distances, including 5K, 10K, half M (marathon) and marathon. Charts 260-262 thus shows race times calculated by system 100 that can be expected in each of the disciplines and at various distances and under the different conditions, based upon the athlete's TriDot score in each discipline. Alternately, of course, charts 260-262 can be used to determine an athlete's TriDot score in each discipline, if the appropriate race times are known.
- FIG. 4 B which also encompasses three sheets, shows further run TriDot charts 263-265 for various rep paces of 200, 300, 400, 500, 800 and mile, for the TriDot range of 1-85.
- FIG. 4 C which also encompasses three sheets, shows further run TriDot charts 266-268 for various interval paces of 200, 300, 400, 500, 600, 800, 1000, 1200, 1600 and mile, for the TriDot range of 1-85.
- FIG. 4 D which also encompasses three sheets, shows further run TriDot charts 269-271 for various threshold paces of 400, 800, 1000, 1200 and mile, for the TriDot range of 1-85, and for various tempo paces of 20:00 minutes to 60:00 minutes, for the TriDot range of 1-85.
- FIG. 4 E which also encompasses three sheets, shows further run TriDot charts 272-274 for various marathon and easy paces of 400, 800 and mile, for the TriDot range of 1-85.
- FIG. 4 F which also encompasses three sheets showing charts 275-277, respectively, shows bike TriDots from 1-85 for 8 minute and 15 minute time trials, threshold MPH, and bike splits at should pace for 15 mile, Oly (Olympic), half iron and full iron distances.
- FIG. 4 G which also encompasses three sheets showing charts 278-280, respectively, shows swim TriDots from 1-85 for 10 minute and 800 meter (or yards) trials, threshold 100 pace, and swim splits at should pace for 300m, 800m, Oly (Olympic), half iron and full iron distances.
- FIG. 4 H shows race-distance progression charts 290-293 for swim, bike and run times for various distances, for each of TriDots 1-85, as calculated by system 100.
- Chart 260 thus shows race times calculated by system 100 that can be expected in each of the disciplines and at various distances, based upon the athlete's TriDot score in each discipline. Alternately, of course, chart 260 can be used to determine an athlete's TriDot score in each discipline, if the appropriate race times are known.
- the TriDot chars of FIG. 4 A-H may also be calculated by the calculator 130 of FIG. 1, including calculation of specific training paces for various intensity levels.
- This system lets the athlete know what pace to set for each workout to ensure that the athlete works in the proper zone to stimulate the desired adaption. Using this pace as the athlete's guide, rather than heart rate alone, helps the athlete to avoid overexertion early in that triathlete's workout, which would otherwise cause the athlete to fatigue before the workout is complete. This can help take the guesswork out of determining the intensity of a training regime.
- These paces can be used in conjunction with heart rate date to measure fitness and improvement.
- FIG. 5 illustrated is a method 500 for calculating TriDots for the disciplines.
- the method 500 includes employing the TriDot to generate further exercise regimes.
- a step 510 the triathletes' individual assessment measurement values for various discipline events of a triathlon are entered. These discipline events include running, swimming and biking at one or more distances. These values can be entered into the computerized system 100 and stored in running memory 122, swimming memory 124 and biking memory 126. In a further embodiment, data regarding the triathlete's individual profile values (including, for example, physical parameters such as gender, age, weight, BMI, training age as depicted in Fig. 3B) is also entered, and can be stored in system memory 140.
- a TriDot for each of these disciplines is calculated. These TriDots can be calculated by the system 100 by means of a specially programmed computer processor such as calculator 130.
- the TriDots are then used to computer-generate and print and/or display an initial customized training plan for the triathlete.
- This training plan can be computed and generated by the computerized system 100, and then printed and/or displayed on a computer monitor (not shown).
- a step 540 after training in accordance with the initial training plan, new assessment measurement values for various discipline events of a triathlon are entered (including running, swimming and biking at one or more distances). These new values can be entered into the computerized system 100 and stored in running memory 122, swimming memory 124 and biking memory 126.
- new values can be entered and stored in system memory 140.
- a new, updated TriDot for each of these disciplines can then be re-calculated by the system 100 by means of a specially programmed computer processor such as calculator 130.
- the re-calculated TriDots can be used to computer-re-generate and re-print and/or re-display an updated customized training plan for the triathlete.
- This updated training plan can be computed and generated by the computerized system 100.
- This process of re-calculating TriDots based upon new performance assessments of the individual triathlete following results from training and re-computing and re-printing/re-displaying updated individual customized training plans can be continued indefinitely, as long as the triathlete continues to train and/or otherwise acquire new or different data relevant to computing his/her his/her TriDots and/or individual profile values that are correlative to the computation of the individual customized training plans.
- FIG. 6 illustrated is representative source code that can be employed by the processor or calculator 110 to determine TriDots, such as source code for an Excel spreadsheet, as disclosed in Provisional Application Ser. No. 61/488,084, the contents of which are incorporated by reference herein for all purposes.
- the training program is structured by many parameters which are determined based on TriDot values. These include training volume, long sessions, weekly increases, workloads, workload stress; all of these in total and by discipline. Then the design of the training program becomes how does the athlete allocate or focus the training that falls within these parameters. How much intensity per week or per session or per discipline? What type of training responses do we stimulate, how much do we stimulate them, and in what sequence?
- Prior training methods measure abilities from slowest to fastest for a single sport only, such as Jack Daniels VDOT system that gives VDOTs for run values from 30 to 85. Although such VDOT values are known to veteran runners, they do not go below 30 to accommodate beginners and only scale run ability. Unlike such prior single-sport methods, the TriDot training system contains normalized values used to measure abilities of a plurality of disciplines in a relative manner, to optimize overall training and performance for all disciplines at the same time. Additionally, TriDot values associate assessment values to functional threshold abilities and functional threshold abilities to training intensities and paces.
- the values in the TriDot Chart were calculated in the following manner:
- the factors can be applied to times for various terrain and temperature conditions, permitting averaging data from various terrain and temperature conditions together on a normalized basis and allowing prediction of the degree of change that correlates to a given change of temperature and/or terrain from the baseline condition.
- the top 10 finishing times in each discipline, as compensated for as described above, are averaged and assigned a numerical performance value or TriDot, which, in one example can be 73.
- the finishing times for the top 25% of participants can be used as a reference value, and assigned a value, which in one example can be 51.
- mean finishing times for participants can be used as a reference value, and assigned a value, which in one example can be 39.
- the known athlete's known functional threshold can be compared to the known athlete's performance under race conditions to improve the accuracy and repeatability of the scaling of the reference performance values as compared to functional threshold, the goal being to create a set of relatively stable reference performance values that are based upon readily available data for many well-trained athletes performing at or near their maximum workload capacity.
- the reference performance values will be relatively stable because the average race times and/or functional threshold assessments for a large number of well-trained athlete's performing at or near their maximum workload capacity changes very little over time. [00267] 5.
- a compensating factor to compensate for how much slower an off-the-bike run ability is to a stand-alone run ability at the same distance can also be determined, such that run split values would correspond to VDOT run values for the 30 to 85 range. The same approach can be followed to compensate for the slower times expected for an out-of-the water bike ride vs. a stand-alone bike ride.
- An athlete's functional threshold is the intensity of effort that he/she can sustain for an hour. Based on the duration of each race split for each TriDot value, the associated functional threshold pace was calculated using industry standard percentages. For example: The pace to produce a one-hour race split would be approximately the same as the associated functional threshold pace. The longer the race split duration, the lower percentage of the athlete's functional threshold pace.
- TriDot values and formula are based upon data applicable to reasonably well-trained individuals, since most of the available data is for races involving relatively well-trained individuals.
- the same approach to determining formulas for comparing training effort for TriDot values of between 30 and 85, as discussed above, can be applied to the extreme low end swim, bike, and run abilities estimated from very slow untrained individuals. This allows extension of TriDot values and associated performance levels from 30 down to 0, i.e., which may applied to an untrained individual just starting a training program.
- the legs of multisport races vary disproportionately by distance.
- the swim portion of an Olympic distance triathlon is almost as long as the swim portion of a half iron distance triathlon; however, the bike portion of a half iron race is more than twice as long as an Olympic.
- Athletes have limited amount of time and energy to train and limited ability to absorb training stress and adapt.
- the TriDot System measures the athlete's current ability in each discipline and potential to improve in that discipline and evaluates these relative to the athlete's specified race distance. It calculates the training parameters and variables (including training workload, volume, frequency, sequence, and so forth) for the training phase and sub-periods within the training phase for each discipline.
- the TriDot System uses the athlete's current TriDots as a measure of current ability in each discipline.
- Improvement factors are used to determine how much an athlete is likely to improve during the training phase to produce an improvement potential.
- Individual athlete factors include the following: age, gender, years training in each discipline, current training volume, current training workload, BMI, weight, and so forth.
- the training phase duration is typically 3 months.
- a phase duration factor is applied for shorter or longer phases.
- the system database contains known values for improvement for athletes using the training system and for which these factors are known. Each of these factors is based on known results and the athlete's actual data increase or decrease the improvement potential.
- the improvement potentials are further adjusted based on the athlete's available time to train each week if this time to train falls below specific thresholds based on race distance. For example, suppose that the athlete in the above example does not have 100 minutes of training time per week, and instead only has 80 minutes to train. Although, for a shorter time period, intensity can be increased somewhat to compensate for the reduced amount of training time available, the amount of intensity increase is limited by the potential for injury and the athlete's ability to perform at the higher intensity.
- the system will calculate that this individual athlete can safely increase intensity by 10% when training for 80 minutes as compared to 100 minutes, for a workload of 105.6 during the 80 minutes of training (i.e., intensity factor of 1.32 times 80 minutes).
- the system will calculate that the run TriDot 30 athlete can improve 0.88 TriDots per week by training at maximum safe intensity for 80 minutes (i.e., intensity factor of 1.32 times 80 minutes) and, when the athlete reaches a run TriDot of 31, can improve 0.792 TriDots per week for the same 80 minutes at maximum safe intensity factor of 1.32 until he/she reaches a run TriDot of 32, and so on.
- the system can determining the maximum training workload per week that can be safely performed by the athlete and the amount of predicted improvement in race time for each discipline at the conclusion of the training phase. Based on the overall time savings in each discipline and the degree of difference between them, the system allocates the program training parameters such as intensity, workload, volume, frequency, sequence, and so forth for the training phase and sub-periods within the phase, permitting optimization of the training effort to yield the best overall result for a particular degree of training effort, applied potentially disproportionately to one or more of the run, swim or bike disciplines.
- program training parameters such as intensity, workload, volume, frequency, sequence, and so forth for the training phase and sub-periods within the phase
- the system would determine that the third alternative allocation of training time was optimum, because it results in the most improvement in race times for the same number of minutes of training time.
- Min and max longest session factors specify the relative duration of the race split to the longest session.
- the maximum factor has a hard threshold that cannot be exceeded despite longer expected race splits due to the potential training benefit being outweighed by the recovery cost of an excessively long longest session.
- the TriDot System calculates training set distances based on the athlete's ability to prescribe effective sets for varying intensity levels.
- Each training session has a training objective that is achieved by training at a specific training intensity(ies).
- Each set contains 1 or more efforts at a prescribed intensity level for a prescribed distance with a prescribed rest duration in between each.
- the system uses the athlete's TriDot to calculate his/her pace at the intended training intensity.
- the system uses this pace to determine the distance the athlete will cover in the desired effort duration.
- the system rounds this distance, if necessary, to a distance that is practical for implementation. (The distance should not be such that the athlete completes it in the middle of the pool. Or if running on the track, the distance is rounded to the nearest 100m.)
- Functional thresholds are typically defined as the highest level of training intensity an athlete can sustain for an hour. This threshold is different for the swim, bike, and run. Determining this threshold by requiring the athlete to perform an all-out effort for one hour is very taxing and impairs the athlete's ability to perform subsequent training.
- the TriDot System uses modified protocols for determining functional thresholds by reference to performance at training effort sustained for other, generally shorter, times. Some are based on a static distance such as an 800 meter swim, a 15 -mile bike time trial, or a 5k or 10k run. Some are based on static duration such as 10-minute swim, 8-minute bike time trial, or 12- minute run.
- the athlete performs the static-distance or static-duration functional threshold assessment and records data such as total time or distance covered, average heart rate, average watts, athlete body weight, and so forth.
- the TriDot System takes the average pace, heart rate, and/or watts and applies a duration factor based on how long the assessment took the athlete to complete.
- the duration factor for an athlete completing the assessment in exactly one hour would be 1.
- the duration factor for completing the assessment in less than one hour would be less than 1.
- the duration factor is determined based upon formulae and or algorithms comparing assessments for various times that normalize the time and distance of the less-than-one hour assessment to the equivalent distance for a one hour functional threshold assessment for an average athlete having the same TriDot value for the discipline, based upon the statistical averages of many athletes.
- the product of the average pace, heart rate, and/or watts and the duration factor produces the functional threshold pace, heart rate, and/or power. In general, these values will be smaller for duration factors less than zero, because the pace, heart rate, and/or power will be less when, for example, a distance is covered in one hour as compared to covering the same distance in less than one hour.
- the functional threshold pace, heart rate, and power are used to calculate training intensities required to produce particular improvements.
- An athlete's first discipline split is simply based on his/her target pace and the race distance. However, subsequent splits are affected by the duration and intensity of preceding legs of a multisport race.
- Leg workload refers to the workload expended during a specific leg of a multisport event. Workload is a product of the intensity factor times duration. Intensity levels for endurance events typically range from 67% of functional threshold for longer events to over 100% of functional threshold for very short events. The shorter a race is, the higher the percent of threshold an athlete can exert.
- the TriDot System calculates the race split of subsequent legs of a multisport race as follows:
- Standard workloads for each leg of the multisport event can be calculated by multiplying TriDot projected duration for each times the intensity percentage based on functional threshold.
- the standard workloads based on projected durations and intensities are adjusted for each leg in the order that they'll be performed, first by normalizing the projected durations and intensities based upon the statistical averages of many athletes. If desired, the standard workloads can then be adjusted again, based upon the individual athlete's maximum available training time, maximum training intensity, and the ratio of the athlete's past TriDot increase in a given discipline for a given workload divided by an average athlete's past TriDot increase in a given discipline for a given workload
- the final intensities are used to prescribe race pacing for each leg of the event.
- An athlete's ability to perform on race day at a desired intensity for specific duration is relative and proportional to his/her ability to consistently train and recover from week to week at specific training volumes and workloads (volume x intensity).
- the TriDot System projects the required workload of the target race and then calculates the weekly volume and workload minimums that must be reached to facilitate and render likely the desired performance.
- Volume is expressed in minutes of training.
- Workload is minutes of training multiplied by an Intensity Factor.
- Intensity Factor of 1.0 represents training at the athlete's functional threshold.
- Intensity Factors below and above 1.0 represent relative differences in intensity below and above functional threshold intensity, respectively.
- the workload of a single training session including 10 minutes of very easy running followed by 20 minutes of running at threshold could be evaluated as 10 x 0.5 plus 20 x 1.0 for a total workload of 25.
- the athlete's current training volume and workloads can be increased gradually from week to week as much as safely possible, considering other athlete variables such as current TriDot, age, gender, BMI, background, and so forth, to reach these minimums prior to the race.
- the default values for maximum safe increases in volume and workload increases can be set those found to be generally safe for average athletes having the same TriDot, age and gender as the individual athlete, or to a percentage of those increases, such as 90%, to allow for a margin of error.
- the system allows these default values to be increased or decreased for a particular athlete, based upon injury history or other factors.
- An athlete's ability to perform on race day at a desired intensity for a specific duration is relative and proportional to his/her single-session training volume and workload (volume x intensity factor) capacity.
- the TriDot System projects the required workload of the target race and then calculates the single-session volume and workload minimums that must be reached to facilitate the desired performance.
- Volume is expressed in minutes of training.
- Workload is minutes of training multiplied by an Intensity Factor.
- Intensity Factor of 1.0 represents training at the athlete's functional threshold.
- Intensity Factors below and above 1.0 represent relative differences in intensity below and above functional threshold intensity, respectively.
- the workload of a single training session including 10 minutes of very easy running followed by 20 minutes of running at threshold could be evaluated as 10 x 0.5 plus 20 x 1.0 for a total workload of 25.
- An athlete's ability to perform on race day is proportional to his/her weekly and single-session volume and workload capacity. Most athletes' performance potential is limited by their time available to train rather than their ability to recover from exceedingly higher volumes and workloads.
- the TriDot System is able to hold training volume within a maximum limit and vary intensity and workload to produce a training program that produces the greatest improvement given the limited volume. While a specific mix or proportion of intensity to volume would be optimal if volume were not limited, as volume is limited, increasing intensity to produce a higher workload capacity may be desirable.
- the system increases the proportion of intensity to produce a higher overall workload capacity.
- the amount of intensity increase is limited based on training volume, race distance, and athlete data such as age, BMI, background, and so forth.
- the entire session duration is multiplied by an intensity factor for the session's primary or target intensity level.
- an intensity factor for the session's primary or target intensity level For example: A 45-minute run session might include a 30-minute tempo run (slightly under threshold intensity) and a 5- minute warm up and 10-minute cool down run at easy pace. Other training programs would calculate the workload as follows: 45 minutes multiplied by the temp intensity factor of 0.9 (approximately).
- the TriDot System calculates session workload accurately to the sub- session interval level as follows
- the total duration and workload value by intensity level, or training zone is stored and can be referenced for cumulative measures by week, or month, or phase, or other period.
- Workload generally involves multiplying duration by intensity to account for both time and effort.
- Training stress involves measuring how stressful a workload is for an athlete. Although some coaches use workload and training stress interchangeably, they are very different. Merely because more work is done by one athlete than another doesn't mean that this work is more stressful on the athlete doing more work. The amount of stress should be based on how much work is done and the workload capacity of the athlete, among other factors. More work is required to stress athletes with higher workload capacities. Additionally, how the workload is performed also impacts how stressful it is on the athlete. For example, 30 minutes at intensity X is more stressful than 3 x 10 minutes at intensity X with 5 minute recoveries between each 10-minute interval.
- Intensity Factors in all current workload and stress measures have a linear relationship to heart-rate or power. (For example, a tempo run intensity slightly under threshold could be a .9 factor).
- a 45-minute run session might include a 30-minute tempo run (slightly under threshold intensity) and a 5- minute warm up and 10-minute cool down run at easy pace.
- Other training programs would calculate the workload as follows: 45 minutes multiplied by the tempo intensity factor of 0.9. They do not account for how the work is performed, the workload capacities of the athlete, differences in scaling intensities for each discipline, increases in stress at constant intensity as duration increases, sub-session efforts such as repeats and intervals, and much more.
- the TriDot System's calculation and use of workloads and training stress can accomplish all of these.
- the TriDot System defines, calculates, and uses work and stress as follows:
- Workload is an absolute measure of duration (minutes) x effort (intensity factor).
- Intensity Factors can be different for each discipline and non-linear in relationship to other intensity measures such as heart rate, pace, or power.
- TriDot System training and race sessions are prescribed for each athlete with specific durations and intensity levels.
- a single session can be comprised of one or more parts commonly called sets, intervals, and repetitions.
- the duration for each part of a session is multiplied by the Intensity Factor based on the intensity level to produce a Workload value for the session part.
- Workload Stress is a relative measure of how stressful a specific type and volume of effort is to an athlete. It includes duration, intensity, and stress. Stress Factors in accordance with an embodiment can be applied to Workload calculations and based on the athlete's Workload Histories and Workload Capacities and other athlete criteria such as height, weight, BMI, age, gender, and so forth. The result is Workload Stress.
- the same workload is less stressful on an athlete with a higher capacity to do work as measured in the system for the prior week's sessions or prior single-sessions successfully performed.
- an athlete's Stress Factor will increase with duration even if the athlete's effort is constant. For example, an athlete performing a 40-minute session at a constant threshold intensity will be stressed far greater in the final few minutes of the session than in the initial few minutes.
- the Stress Factor is progressive with both intensity and duration, but relative to the athlete's abilities and capacities. During training sessions, the Stress Factor diminishes or resets to an initial value based on recovery during the session.
- the Stress Factor would increase during the first 20-minute interval and then be diminished during the 10-minute recovery and then resume at a lower value than the end of the first 20-minute interval and increase again during the second 20-minute interval.
- Recovery Factors can be used to determine the amount of Stress Factor reduction based on elapsed time.
- Stress Increase Triggers are durations at which the Stress Factor for a specific intensity level increases. These Stress Increase Triggers are unique for each intensity level based on physiological factors and are unique for each athlete to account for the athlete's Workload History, Workload Capacity, height, weight, BMI, age, gender, and so forth. For example: When performing at threshold intensity during a bike session, an athlete may have Stress Increase Triggers at 20 minutes, 35 minutes, and 53 minutes. At each of these trigger durations, the Stress Factor is increased for each additional minute of exertion. Stress for the first 20 minutes may be quantified as Duration (20) x Intensity Factor (1.0) x Stress Factor (1.0).
- Stress for the next 15 minutes may be quantified as Duration (15) x Intensity Factor (1.0) x Stress Factor (1.2). Stress for the next 18 minutes may be quantified as Duration (18) x Intensity Factor (1.0) x Stress Factor (1.4). Stress for exertion beyond the 53 minute trigger may be quantified as Duration (X) x Intensity Factor (1.0) x Stress Factor (1.8). Stress factors need not be only multipliers but can be other forms of calculated increases such as exponents, based upon which non-linear mathematical relationship has the best correlation between the Workload Stress when calculated using a particular mathematical relationship and the athlete's performance on race day. The Stress Factors are determined based upon statistical averages of performance data for many athletes, normalized to the equivalent performance that would be expected for athletes having the same TriDot values in each of the respective disciplines.
- the measure or rating of Workload Stress for a session is used to determine if the prescribed workload is sufficient to maintain a previously achieved adaptations, stimulate a new adaptations, exceed the athlete's physiological ability to absorb training (adapt), cause injury, and so forth. Workload Stress is also predictive of how long it will take the athlete to recover from the session.
- the TriDot System uses Workload Stress to calculate and athlete's time required to recover by multiplying a Recovery Factor by Workload Stress.
- the TriDot System uses calculations and measures of Workload, Workload Stress, Workload History, Workload Capacity for multiple intensity levels specific to each discipline to prescribe training.
- the workloads and stress attributable to specific intensity levels are used as parameters to guide the amount and type of training in each intensity level during a given period for each discipline depending on the target race distance.
- An athlete's power-to-weight ratio is a commonly used industry standard for evaluating an athlete's cycling ability and/or fitness. It's typically calculated by dividing an athlete's threshold power output by his/her weight. This measure allows us to benchmark an athlete's fitness over time. When comparing athletes of similar weight, their power-to-weight ratios are a somewhat reliable way of measuring or predicting performance ability. All else being equal, if two athletes weigh the same, the athlete with the higher power-to-weight ratio is capable of outperforming the other.
- a straight power-to-weight ratio doesn't take into account the athletes' bike weight. The power generated by an athlete must propel the athlete and the bike. If two athletes have the same power-to-weight ratio but one weighs 50 pounds more than the other, the impact of the bike's weight will have a much greater negative effect on the lighter athlete than the heavier athlete. All else equal, the heavier athlete will perform better despite having the same power-to-weight ratio as the lighter athlete.
- a straight power-to-weight ratio also doesn't take into account the body composition of the athletes. Body composition includes characteristics such as height, weight, BMI, body type, and so forth.
- the TriDot System uses an athlete's threshold power in addition to other athlete data including height, weight, BMI, and body type along with other athlete data to measure fitness, ability to perform, and potential for improvement gains over specific time periods.
- the TriDot System adds the weight of the athlete's bike to the athlete's weight to compute a more reliable power-to-weight ratio for the bike.
- the athlete's threshold power is divided by the total weight of the athlete and his/her bike. If the athlete's bike weight is unknown, a default value is used based on the athlete's height (taller athletes will typically have slightly larger and heavier bikes), using statistical averages of bike weights for athletes of different heights.
- the system can apply further multiple factors to this figure when computing current performance ability and comparing athletes. These factors are based on characteristics such as height, weight, BMI, and body type, based upon normalized values determined from statistical averages of many athletes. These factors make it possible to more accurately predict performance abilities and outcomes and compare athletes. The result value correlates relatively reliably to the athlete's bike TriDot value.
- the system can use the power-to-weight and power-to-total-weight ratios and apply an additional set of factors based on athlete characteristics such as height, weight, BMI, and body type, based upon normalized values determined from statistical averages of many athletes, and then can be further adjusted proportionately for an individual athlete. These factors allow the system to determine what type of training will produce the most significant training and what the potential performance gains are for a given training period.
- the system cn determine that one athlete with a certain power-to-weight or power-to-total weight ratio might benefit most or have the most potential performance gains from increasing his/her functional threshold power while another athlete with the same ratios but a higher BMI (for example) might benefit most or have the most potential performance gains from improving body composition (losing fat).
- the system can automatically prescribe different training for each athlete and compute different rates of improvement based on these additional factors.
- the TriDot System calculates a pace-to-weight ratio for running. This ratio is the athlete's running pace at threshold intensity divided by his/her weight.
- Typical training programs only take into account the athletes' actual pace at different intensities without regard for the athlete's other body composition characteristics. Ignoring these factors makes prescribing training for athlete's mere guesswork— nonproductive and potentially harmful to the athlete. For example: Most training programs or coaches would prescribe running training for all athletes with a 9:00 per mile threshold pace the same. However, a 9-minute-per-mile athlete with a 1.9 BMI and ectomorph build would be a relatively mediocre athlete from a fitness perspective. This athlete would not benefit much from body composition improvement but would benefit greatly from training such as improving form, increasing strength or power, increasing cardio capacity, and so forth.
- the TriDot system calculates each athlete's pace-to-weight ratio and then applies factors related to the athlete's other body composition characteristics to determine what type of training to prescribe and the anticipated potential for performance gain during a specific training period, in the same manner as described above for determining power-to- total-weight ratio for the bike, and for determining factors based upon normalized values determined from statistical averages of many athletes. Furthermore, if desired, these factors can be further adjusted proportionately for an individual athlete, based upon the ratio of that athlete's historical increase in TriDot values for the run for a given workload, divided by the average athlete's increase in TriDot values for a given workload.
- Athlete characteristic data is input into the system and stored in system memory 140, including data such as age, gender, height, weight, BMI, body type, number of years training in each discipline, and so forth.
- Training phases are generally between 8 and 20 weeks in duration.
- Data input includes phase start date, phase end date or race date, phase time (in season or off season), race distances for each discipline, prior best time at this race distance, current long training session durations for each discipline, current weekly training volume for each discipline, average training volume for prior period (such as 6 weeks), maximum hours available week to train, desired weekly training hours or range, attitude toward determining training hours (minimalist, enough to deliver strong effort, whatever it takes to maximize results), and so forth.
- Subsequent training phase data is input and stored including as much of the same data for the immediate next training phase as possible. This data is for the training phase that will follow the one being produced currently.
- Athlete current performance data is input and stored including assessments for each discipline.
- Phase duration is calculated by subtracting the input phase end date from the phase start date.
- Required abilities are calculated. Based on the athlete's current abilities described above, the projected fitness gains based on improvement factors, duration of the phase, end-of-phase required abilities (based on projected time to complete race), beginning- of-next-phase requirements, the end-of-phase required abilities are calculated. These abilities are the greater of the abilities required to perform the end-of-phase race at the desired level or the abilities required to begin the next phase. The increase in abilities required to complete the race at the end of the next phase may necessitate more increases in the current phase that only the end-of-current-phase race would require.
- the system can then break phase into mesocycles (training blocks) generally three to five weeks long based on the duration of the phase.
- Five-week mesocycles are used as lead-in mesocycles with taper for longer races.
- Three- and four-week mesocycles are generally used for the remainder of the phase duration.
- Mesocycles typically have one week of testing and recovery and remaining weeks are "work" weeks where training workloads can be increased.
- Min.Minutes Safe weekly minutes that it's always safe to increase from week to week
- Min.Per.W Percent of weekly minutes that it's always safe to increase from week to week
- Min.Per.W.Minutes Safe weekly minutes increase based on Min.Per.W and athlete's actual weekly value
- Min.Per.SS Safe single-session minutes increase as a percent of single session duration
- Min.Per.SS.Minutes Safe single-session minutes increase based on Min.Per.SS and athlete's actual single-session value
- Max.Minutes Maximum weekly minutes that it's safe to increase from week to week
- Max.Per.W Maximum percent of weekly minutes that it's safe to increase from week to week
- Max.Per.W.Minutes Maximum safe weekly increase minutes based on Max.Per.W and athlete's actual weekly value
- Max.Per.SS Maximum single-session minutes it's safe to increase as a percent of single session duration
- Max.Per.SS.Minutes Maximum safe single-session minutes increase based on Max.Per.SS and athlete's actual single-session value
- Min.Per.W.Minutes.NP Safe weekly minutes to increase based on Min.Per.W and the athlete's weekly value at the beginning of the Next Phase
- Min.Per.SS.Minutes.NP Safe single-session minutes to increase based on Min.Per.SS and the athlete's single session value at the beginning of the Next Phase Preliml. Inc.
- NP Maximum of Increase (from prior phase)
- Min.Per.W.Minutes.NP Max.Per.W.Minutes.NP Maximum safe weekly increase minutes based on Max.Per.W and the athlete's weekly value at the beginning of the Next Phase
- the table of FIG. 7 is table 700 showing an example of volume (duration) increase capacities. Actual athlete values are not shown but can be calculated from formulas and results shown. Similar tables, calculations, and methods are used for increases in overall workload, workload by discipline, and workload by intensity level, including combinations of these and other measures. Minimum and maximum minute (or workload unit) increases and percentage increases are determined by applying various factors based on athlete characteristics including performance level, age, height, weight, years training in each discipline, and so forth, as previously described.
- the end-of-phase target abilities including workloads and durations and other related measures are the lesser of the required abilities (based on race or next phase) and the possible abilities (based on increasable potential).
- the system chooses an increase strategy and applies increases across mesocycles and weeks of training. For example, if the increases required are nearly equal to capacity, then increases are applied evenly throughout. If minimal increases are required, these increase may be applied based on hours available to train, desired training hours, and other considerations, as determined by the preference input by the user. [00378] Based on the amount of increases required during each mesocycle, weekly training progressions are selected that fit the mesocycle duration, the training focus, and other criteria.
- the system can simply increase the athlete's long run by 10 minutes each week provided that the athlete's increase capacity is 10 minutes or greater. If the athlete's single-session long run is sufficient to meet requirements, but the system determines that a 90-minute increase in weekly duration is needed to meet the total workload required to meet the goal, and at least 30 minutes per week of weekly duration increase is possible, then the system can increase two runs per week by 15 minutes each or add an additional 30-minute run each week. If single-session and weekly volumes already meet requirements, that athlete's workload or workload at a specific intensity can be increased in the same manner.
- Workload Stress limits are used in conjunction with workload increase capacities in determining how much increase can be added during a specific period of time or individual session.
- the TriDot System's Workload Stress measures are also incredibly valuable for athletes who do not need to increase duration or workload in any way.
- the TriDot System can introduces Workload Stress in one area while decreasing it in another to stimulate a specific training response, while keeping total Workload Stress within limits that are safe and within limits desired by the user.
- one or more individual training sessions are constructed for each discipline for each week. Individual sessions are selected from a list of training sessions based on their session type, workload, workload allocation by intensity, target training response, and so forth.
- Each session can be uniquely constructed by the system based on the individual athlete's performance abilities and other criteria or characteristics, as described above.
- Each session in the list of available sessions has a set of instructions for how the session is to be constructed. For example if Bike Session XYZ is selected, it could prescribe the following instructions for constructing the session: Warm Up is 10' at easy pace; Main set is as many 5-minute intervals at threshold pace that will fit into the athlete's current threshold-pace single-session workload capacity and not exceed 40 minutes with one minute rest between each interval; Cool down is 15' at easy spin. Instructions can also include relationships between the current session and a similar prior session.
- training data When training is completed, that athlete may manually enter "completed as prescribed” or upload training data from a training device such as a heart-rate monitor or power meter. This data is fed back into system to measure training success and update system thresholds and variables in conjunction with data from other athletes with similar variables.
- a training device such as a heart-rate monitor or power meter.
- Individual training session data for an athlete may also be used to dynamically re-calculate future training sessions. For example, if the athlete successfully completes a key bike sessions at prescribed wattage, the system can recognize that the athlete's fitness has improved in increased TriDot value to re-calculate exact current abilities and remainder of phase. Similarly, other indicators (such as lower heart rate, higher wattages, faster paces, quicker recovery for subsequent sessions, and direct athlete feedback) are used to recognize fitness gains and trigger training plan re-calculation for future sessions.
- the system of the present invention can be implemented on either a local computer system 80 or a central server 90 in communication with one or more computers 80a to 80x over a publically available telecommunication system such as the telephone system or the internet 800.
- a user can use a computer terminal 80 as depicted in Figure 8, or one of computer terminals 80a to 80x (for the internet- based embodiment depicted in Figures 9-10.
- Computer system 80 includes a display screen or monitor 81, a computer 82
- Network adapter 87 may be implemented using protocols such as Transmission Control Protocol (TCP) and/or Internet Protocol (IP), well known in the relevant arts.
- TCP Transmission Control Protocol
- IP Internet Protocol
- IP packet In general, in TCP/IP environments, a IP packet is used as a basic unit of transport, with the source address being set to the TCP/IP address assigned to the source system from which the packet originates and the destination address set to the TCP/IP address of the target system to which the packet is to be eventually delivered.
- TriDots in each of the disciplines of interest and for a variety of times, distances and the like, and/or historical results from a large number of athletes in each of the disciplines of interest, permitting computation of the normalized performance values and/or pre-computed look-up tables of the normalized performance values or such data can be loaded onto computer 82 separately. Since the data representing the normalized performance values and/or historical information for a large number of athletes and the mathematical relationships between TriDots and expected performance that are employed by the system to create the customized training plans and to predict competitive performance, though relatively stable, can change over time, it is desirable to periodically re-load updated versions of the software200 and/or data.
- a user (who may be the athlete himself or herself or someone acting on their behalf) would input the athlete's personal information (such as the individual athlete's BMI, prior competition results, etc.) by means of one or more input devices, such as keyboard 88, mouse 86, floppy drive 83 or the like.
- the personal data input by the user is stored in the computer 82 in either or both of RAM or local storage that also stores the data correlating to the Tri-Dots and mathematical relationships.
- the specially-programed computer 82 implementing the invention will then process the data to create the customized training plans and/or predicted performance results etc., in accordance with the invention.
- the customized training plans and/or predicted performance results etc. can then be displayed to the user on display screen 81 and/or output in printed form by means of printer 85.
- the invention is implemented on a central server system 90 communicating with one or more local computers 80a to 80x by means of the internet.
- Software 200' embodying the steps of the method of the invention and data correlating to normalized performance values (i.e. TriDots) in each of the disciplines of interest and for a variety of times, distances and the like, and/or historical results from a large number of athletes in each of the disciplines of interest, permitting computation of the normalized performance values and/or pre-computed look-up tables of the normalized performance values, would be loaded onto the central server system 90.
- normalized performance values i.e. TriDots
- the data representing the normalized performance values for a large number of athletes and the mathematical relationships between TriDots and expected performance that are employed by the system to create the customized training plans and to predict competitive performance, though relatively stable, can change over time.
- users are constantly inputting their own data relating to their performance at competition by means of computer systems 80a to 80x, during assessments and the like, to the central server system 90 over the internet 800.
- the system of the invention can be updated to used such new information on a near-real time basis.
- a user (who may be the athlete himself or herself or someone acting on their behalf) would use one of computer systems 80a to 80x to access and log-on to permit communication with the central server, after signing up as an authorized user (which may require payment of a fee).
- the configuration of each of computer systems 80a to 80x would generally be the same as computer system 80 and need not be further described.
- the log-on information would typically include a user identification number or code and a password.
- the user would input the athlete's personal information (such as BMI, prior competition results, etc.) by means of one or more input devices, such as keyboard 88, mouse 86, floppy drive 83 or the like into the user's computer 82.
- the personal data input by the user can be at least temporarily stored in the user's computer 82 in either or both of RAM or local storage.
- the user's computer 82 will transmit the user's data over the internet 800 to the central server system 90.
- Central server system 90 includes a specially-programed computer 92 having data storage 94 loaded with software 200' implementing the invention, along with the usual monitor 91 and keyboard 98.
- Computer 92 includes a CPU 901, memory (RAM and/or ROM) 902, an I/O interface 903, a communication device 904 and software 905 (which is the executable version of software 200').
- Central server system 200' will then process the data to create the customized training plans and/or predicted performance results etc., in accordance with the invention.
- central server system 200' which will commonly be operating as a website 93, will then transmit the customized training plans and/or predicted performance results etc. to the user's computer 82 as a webpage or by other means.
- the customized training plans and/or predicted performance results etc. can then be displayed to the user on display screen 81 and/or output in printed form by means of printer 85.
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Abstract
L'invention concerne un procédé et un appareil permettant d'améliorer la capacité physique d'un athlète dans une compétition sportive d'endurance multidisciplinaire faisant appel à un ordinateur spécialement programmé qui met en oeuvre ledit procédé. L'ordinateur génère une valeur de performance normalisée d'un athlète individuel pour chacune d'au moins deux disciplines différentes d'une compétition sportive d'endurance pluridisciplinaire et corrèle lesdites valeurs de performance normalisées aux résultats escomptés de performance compétitive pour au moins une distance de chacune desdites disciplines. Un dispositif de sortie relié fonctionnellement à l'ordinateur spécialement programmé peut par ailleurs générer un programme d'exercices imprimé électroniquement ou physiquement que l'on corrèle pour réaliser une amélioration progressive des valeurs de performance normalisées pour chacune desdites disciplines dans les limites d'une période de temps particulière pour guider l'athlète en vue d'améliorer sa capacité physique.
Priority Applications (1)
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| US16/936,400 US20210308522A1 (en) | 2011-05-19 | 2020-07-22 | System and method for real-time environmentally normalized endurance athletic training and competition |
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| US61/488,084 | 2011-05-19 | ||
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| US61/646,765 | 2012-05-14 |
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| WO2012159087A1 true WO2012159087A1 (fr) | 2012-11-22 |
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| PCT/US2012/038708 Ceased WO2012159087A1 (fr) | 2011-05-19 | 2012-05-18 | Système et procédé de production de programmes d'entraînement personnalisés pour des compétitions sportives d'endurance du type pluridisciplinaire |
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| US (1) | US20130040272A1 (fr) |
| WO (1) | WO2012159087A1 (fr) |
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| US20130040272A1 (en) | 2013-02-14 |
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