[go: up one dir, main page]

Pate1l et al., 2020 - Google Patents

Industry Based Machine Health Monitoring and Maintenance System

Pate1l et al., 2020

View PDF
Document ID
332915333697930563
Author
Pate1l J
Jadhav R
Khandbahale N
Kajale G
Publication year

External Links

Snippet

We review existing machine condition monitoring techniques and industrial automation for plant-wide condition monitoring of rotating electrical machines. Cost and complexity of a condition monitoring system increase with the number of measurements, so extensive …
Continue reading at www.academia.edu (PDF) (other versions)

Classifications

    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0243—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0267—Fault communication, e.g. human machine interface [HMI]
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/34—Testing dynamo-electric machines
    • G01R31/343—Testing dynamo-electric machines in operation

Similar Documents

Publication Publication Date Title
US11599103B2 (en) Method and system for data driven machine diagnostics
Jaros et al. Advanced signal processing methods for condition monitoring
US6326758B1 (en) Integrated diagnostics and control systems
US7301296B1 (en) Integrated control and diagnostics system
CN110987166A (en) Prediction method, device, equipment and storage medium for the health state of rotating machinery
Chang et al. Induction motor diagnostic system based on electrical detection method and fuzzy algorithm
CN102022263A (en) A method and a system for adjusting alarm level of a component in a wind turbine
Djagarov et al. Ship’s induction motors fault diagnosis
US11747191B2 (en) Automated health state classifier for rotating machines based on expert knowledge
KR20220102364A (en) System for Predicting Flaw of Facility Using Vibration Sensor
Djagarov et al. Overview of diagnostic methods for rotating electrical machines
Yang et al. Dynamic model-based digital twin for crack detection of aeroengine disk
Leonidovich et al. The development and use of diagnostic systems and estimation of residual life in industrial electrical equipment
CN116717436A (en) Variable pitch system fault early warning method and system
Ugechi et al. Condition-based diagnostic approach for predicting the maintenance requirements of machinery
JPWO2019035279A1 (en) Artificial intelligence algorithm
Sheikh et al. Unsupervised on-line method to diagnose unbalanced voltage in three-phase induction motor
Pate1l et al. Industry Based Machine Health Monitoring and Maintenance System
Benmoussa et al. Support vector machine classification of current data for fault diagnosis and similarity-based approach for failure prognosis in wind turbine systems
Vives et al. Framework for Bidirectional Knowledge‐Based Maintenance of Wind Turbines
Koukoura et al. An insight into wind turbine planet bearing fault prediction using SCADA data
Badajena et al. Realizing On-Chip Digital Twin for Event Tracking in Squirrel Cage Induction Motors and Drives
Afriyie Fault Detection and Prediction in Induction Motors
Al-Leythi et al. Motor Watch-Motor Fault Signature Analysis
Rachuri et al. Edge-Based IoT Architecture for Vibration Analysis