[go: up one dir, main page]

CN114968619A - A Identification Method Supporting CPS Interaction of Urban Digital Twins - Google Patents

A Identification Method Supporting CPS Interaction of Urban Digital Twins Download PDF

Info

Publication number
CN114968619A
CN114968619A CN202210469847.9A CN202210469847A CN114968619A CN 114968619 A CN114968619 A CN 114968619A CN 202210469847 A CN202210469847 A CN 202210469847A CN 114968619 A CN114968619 A CN 114968619A
Authority
CN
China
Prior art keywords
cps
twin
event
interaction
identification
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202210469847.9A
Other languages
Chinese (zh)
Inventor
赵佐
白璐
陈进朝
张营
杜承烈
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Northwestern Polytechnical University
Original Assignee
Northwestern Polytechnical University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Northwestern Polytechnical University filed Critical Northwestern Polytechnical University
Priority to CN202210469847.9A priority Critical patent/CN114968619A/en
Publication of CN114968619A publication Critical patent/CN114968619A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/54Interprogram communication
    • G06F9/542Event management; Broadcasting; Multicasting; Notifications
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A30/00Adapting or protecting infrastructure or their operation
    • Y02A30/60Planning or developing urban green infrastructure

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Tourism & Hospitality (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Economics (AREA)
  • Development Economics (AREA)
  • Educational Administration (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

本发明提出了一种支持城市数字孪生CPS交互的标识方法,涉及数字孪生技术领域,包括:构建CPS孪生体和支撑CPS孪生体交互的运行平台,并在运行平台上注册和设置CPS孪生体的标识;将注册和设置标识后的CPS孪生体通过运行平台的事件发布接口向外部发布事件;事件的订阅者通过运行平台的事件订阅接口发送事件订阅兴趣;运行平台根据外部已发布的事件和事件订阅兴趣来调用相关CPS孪生体的事件接受接口;运行平台根据调用到的事件接受接口将收到的外部已发布的事件准确地递交给该事件的订阅者;本发明通过构建CPS孪生体的运行平台来使得城市不同单位独立建设的CPS系统之间进行交互,实现了多个CPS孪生体间的相互操作和共享数据的交互。

Figure 202210469847

The present invention proposes a method for identifying CPS interactions supporting urban digital twins, which relates to the technical field of digital twins, and includes: constructing a CPS twin body and a running platform supporting the interaction of the CPS twin bodies, and registering and setting the CPS twin body on the running platform. Identification; the CPS twin after registration and setting identification will publish events to the outside through the event publishing interface of the running platform; event subscribers send event subscription interests through the event subscription interface of the running platform; Subscribing interest to call the event accepting interface of the relevant CPS twin; the operating platform accurately delivers the received external published event to the subscriber of the event according to the called event accepting interface; the present invention constructs the operation of the CPS twin The platform enables the interaction between CPS systems independently constructed by different units in the city, and realizes the mutual operation and shared data interaction between multiple CPS twins.

Figure 202210469847

Description

Identification method supporting urban digital twin CPS interaction
Technical Field
The invention relates to the technical field of digital twinning, in particular to an identification method supporting urban digital twinning CPS interaction.
Background
The city digital twin is the comprehensive integrated application of a new generation of information technology in cities, and is an important carrier for realizing digital treatment and developing digital economy, and the digital twin city has at least nine core capabilities including an internet of things perception control capability, a full-factor digital expression capability, a visual presentation capability, a data fusion supply capability, a space analysis calculation capability, an analog simulation deduction capability, a virtual-real fusion interaction capability, a self-learning self-optimization capability and a crowd-creating expansion capability. Nine major core capabilities call for four major features of accurate mapping, virtual-real interaction, software definition and intelligent intervention, and become standard configuration of digital twin cities. A Physical fusion system (CPS) is a networked Physical equipment interconnection system which deeply fuses 3C (computing, communication and control) capabilities on the basis of environmental perception, and a computing process and a Physical process are deeply fused through a feedback loop, so that the safe, efficient and real-time detection and control of Physical entities in a smart city are realized.
CPS technology provides a means for supporting the expression and cooperation of urban digital twin, and forms a closed management loop for cities. The urban CPS is the basis for realizing urban digital twins and provides operation state perception and optimized control capability for the urban digital twins. In order to realize digital twin management of various infrastructures in cities, different CPS twins can be realized according to different latitudes such as purposes, areas and types, wherein the CPS twins are twins of a plurality of edge CPS twins performing on-site sensing and control capacity or edge CPS deployed on clouds. Each CPS twin is firstly software which can be independently deployed and operated, and becomes an operating CPS twin after the software is deployed and operated. If multiple instances of a CPS software are created, deployed, etc. in clusters for the purpose of improving performance or achieving High Availability (HA), they are still considered a CPS twin at the application level. After different CPS twins are established for various infrastructures in a city, in order to realize efficient management of the city, interaction and cooperation among the independent CPS twins are required.
At present, the following problems and defects mainly exist when the interaction and cooperation among urban CPS twins are realized:
the urban digital twin system emphasizes information interaction among various heterogeneous subsystems, when a plurality of CPS twins are built for different fields in a smart city and comprehensive management is carried out in a cross-field mode, due to the difference of development and implementation parties, a large obstacle exists in the communication process of a single CPS and different CPS, and different communication protocols and internal structures cause difficulty in interaction and cooperative work among the CPS twins. Due to the lack of an effective discovery, communication and coding mechanism aiming at multiple CPS twins, the current CPS technology can only operate in a single CPS twins, and multiple heterogeneous CPS twins cannot be accurately known, interacted and coordinated in real time from a macroscopic perspective. The existing research results to date do not make clear the interactive mode and coding elements in the design and implementation process of the urban digital twin, and no clear scheme or frame is available for modeling the complex whole of the whole city or implementing CPS twin interactive support technology, so that obstacles are brought to the construction and interaction of CPS in large-scale cities.
Based on the above, an identification method supporting urban digital twin CPS interaction is proposed to solve the above problems.
Disclosure of Invention
The invention aims to provide an identification method supporting urban digital twin CPS interaction, which can solve the problem of CPS system interaction obstacle of independent construction of different units in urban construction.
The technical scheme of the invention is as follows:
in a first aspect, the present application provides an identification method supporting urban digital twin CPS interaction, which includes the following steps:
constructing a CPS twin and an operation platform supporting the interaction of the CPS twin, and registering and setting the identification of the CPS twin on the operation platform;
the CPS twin body which is registered and provided with the identification is released to the outside through an event release interface of the operation platform;
sending an event subscription interest through an event subscription interface of the operating platform;
calling an event acceptance interface of the related CPS twin according to the external published events and the event subscription interests;
and accurately delivering the received external published event to the subscriber of the event according to the called event receiving interface.
Further, the method for constructing the CPS twin and the operation platform supporting the CPS twin interaction comprises the following steps:
acquiring CPS systems constructed by different units of a city;
and constructing a CPS twin and a running platform supporting CPS twin interaction according to CPS systems constructed by different units.
Further, the identification of the CPS twin includes a CPS class identification designated as a unique class and a CPS instance identification designated as a unique CPS instance identification, the CPS class identification includes a type of the CPS twin, the CPS instance identification is basic information of the CPS twin, and the basic information includes a type and a position of the CPS twin.
Further, the registered and set identified CPS twin is subjected to data sharing to other identified CPS twins while an event is issued to the outside through an event issuing interface of the running platform.
Further, the data sharing mode is that one CPS twin actively requests other CPS twins to acquire an event and shares own events at the same time.
Further, when the CPS twin actively requests other CPS twins to acquire an event and simultaneously shares the event, the CPS twins receiving the event in the other CPS twins respond.
In a second aspect, the present application provides an electronic device, comprising:
a memory for storing one or more programs;
a processor;
the one or more programs, when executed by the processor, implement the method of any of the first aspects as described above.
In a third aspect, the present application provides a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the method of any of the first aspects as described above.
Compared with the prior art, the invention has at least the following advantages or beneficial effects:
(1) the invention provides an identification method supporting urban digital twin CPS interaction, which enables CPS systems independently constructed by different urban units to interact by constructing an operation platform of a CPS twin, realizes mutual broadcasting and monitoring and analyzing of attributes of the CPS twin among a plurality of CPS twins in a city, solves the problem that the plurality of CPS twins cannot be found mutually, and further realizes efficient management of the city;
(2) the method can define the identification rule of the CPS twin body by setting the identification, solves the problem of single coding of the CPS twin body, and can identify basic information such as the type, the position and the like of the CPS twin body through the identification;
(3) the invention can realize a communication routing mechanism and solve the problems of interactive data forwarding and message directional broadcasting mechanism during the interaction between the CPS twin bodies;
(4) the interface protocol, the interface type and the data type of interaction between the CPS twins can be defined by constructing a running platform of the CPS twins, and the problems of interoperation between the CPS twins and interaction of shared data are solved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present invention and therefore should not be considered as limiting the scope, and those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
Fig. 1 is a step diagram of an identification method supporting city digital twin CPS interaction according to embodiment 1 of the present invention;
fig. 2 is a schematic structural block diagram of an electronic device according to embodiment 2 of the present invention.
An icon: 101. a memory; 102. a processor; 103. a communication interface.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. The components of the embodiments of the present application, as generally described and illustrated in the figures herein, could be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present application, as presented in the figures, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined or explained in subsequent figures.
It should be noted that, in this document, the term "comprises/comprising" or any other variation thereof is intended to cover a non-exclusive inclusion, so that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but also other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
In the description of the present application, it is also to be noted that, unless otherwise explicitly specified or limited, the terms "disposed" and "connected" are to be interpreted broadly, e.g., as being either fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meaning of the above terms in this application will be understood to be a specific case for those of ordinary skill in the art.
Some embodiments of the present application will be described in detail below with reference to the accompanying drawings. The embodiments described below and the individual features of the embodiments can be combined with one another without conflict.
Example 1
Referring to fig. 1, fig. 1 is a flowchart illustrating a method for identifying a city digital twin CPS in an embodiment of the present application.
The identification method supporting urban digital twin CPS interaction provided by the embodiment 1 of the application comprises the following steps:
constructing a CPS twin and an operation platform supporting the interaction of the CPS twin, and registering and setting the identification of the CPS twin on the operation platform;
the CPS twin body which is registered and set with the identification is released to the outside through an event release interface of the operation platform;
sending an event subscription interest through an event subscription interface of the operating platform;
calling an event acceptance interface of the related CPS twin according to the external published events and the event subscription interests;
and accurately delivering the received external published event to the subscriber of the event according to the called event receiving interface.
When a CPS constructor constructs or develops a CPS twin, an identifier of the CPS twin can be registered in an operation platform, and the operation platform is responsible for carrying out full life cycle management on the CPS twin; in addition, in this embodiment 1, the operation platform uses the Web URI for identification, and each city can specify its own URI identification.
It should be noted that, a subscriber of an event actively calls an event subscription interface of the running platform to express subscription interest to the running platform, any CPS twin can call an event publishing interface of the running platform to publish the event to the outside through the running platform when needed, and the running platform calls an event receiving interface of a target CPS twin according to the known event subscription interest, so that the received published event can be accurately submitted to all subscribers of the event.
As a preferred embodiment, the method for constructing the CPS twins and the operation platform for supporting the CPS twins comprises the following steps:
acquiring CPS systems constructed by different units of a city;
and constructing a CPS twin and a running platform supporting CPS twin interaction according to CPS systems constructed by different units.
As a preferred embodiment, the identification of the CPS twins includes a CPS class identification designated as a unique class including the type of the CPS twins and a CPS instance identification designated as a unique CPS instance identification, the CPS instance identification being basic information of the CPS twins, the basic information including the type and location of the CPS twins.
It should be noted that, when an instance is created and deployed for a CPS (twin) class manually or automatically, an identifier must be provided for the CPS (twin) instance, the CPS instance registers its identifier with an operating platform when it runs and initializes itself, and the operating platform is responsible for performing full-life-cycle management on the CPS instance; in addition, the CPS instance identification must be a unique, complete identification.
As a preferred embodiment, the registered and set identified CPS twins publish events to the outside through the event publishing interface of the running platform while sharing data to other identified CPS twins.
Therefore, in CPS twin operation, business logics such as city operation situation analysis, prediction, optimization and the like can be realized by sharing data of other CPS twins through data.
As a preferred embodiment, the data sharing is performed in such a way that one CPS twin actively requests all other CPS twins to acquire an event and simultaneously shares its own event.
As a preferred embodiment, when a CPS twin actively requests an event from all other CPS twins and simultaneously shares its own event, the CPS twins that received the event among all other CPS twins will respond.
Therefore, cooperation among different subsystems of the smart city can be realized by enabling CPS twin receiving an event to respond.
It should be noted that events are aperiodic data, and perform two functions: firstly, when a CPS twin body enters a certain state in the running process and needs to be informed of external attention or response, an event is constructed and issued; and through analysis and judgment, certain CPS twin bodies are considered to be required to be appointed to execute specific actions so as to realize coordination, and action instructions are issued in an event mode.
Example 2
Referring to fig. 2, fig. 2 is a schematic structural block diagram of an electronic device according to embodiment 2 of the present application.
An electronic device comprises a memory 101, a processor 102 and a communication interface 103, wherein the memory 101, the processor 102 and the communication interface 103 are electrically connected with each other directly or indirectly to realize data transmission or interaction. For example, the components may be electrically connected to each other via one or more communication buses or signal lines. The memory 101 may be used to store software programs and modules, and the processor 102 executes the software programs and modules stored in the memory 101 to thereby execute various functional applications and data processing. The communication interface 103 may be used for communicating signaling or data with other node devices.
The Memory 101 may be, but is not limited to, a Random Access Memory (RAM), a Read Only Memory (ROM), a Programmable Read-Only Memory (PROM), an Erasable Read-Only Memory (EPROM), an electrically Erasable Read-Only Memory (EEPROM), and the like.
The processor 102 may be an integrated circuit chip having signal processing capabilities. The Processor 102 may be a general-purpose Processor, including a Central Processing Unit (CPU), a Network Processor (NP), and the like; but also Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete Gate or transistor logic devices, discrete hardware components.
It will be appreciated that the structure shown in the figures is merely illustrative and that an identification method that supports urban digital twin CPS interaction may also include more or fewer components than shown in the figures, or have a different configuration than shown in the figures. The components shown in the figures may be implemented in hardware, software, or a combination thereof.
In the embodiments provided in the present application, it should be understood that the disclosed system or method may also be implemented in other manners. The embodiments described above are merely illustrative, and the flowcharts and block diagrams in the figures, for example, illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In addition, functional modules in the embodiments of the present application may be integrated together to form an independent part, or each module may exist separately, or two or more modules may be integrated to form an independent part.
The functions, if implemented in the form of software functional modules and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
In summary, according to the identification method supporting urban digital twin CPS interaction provided by the embodiment of the application, the CPS systems independently built by different urban units are interacted by constructing the operating platform of the CPS twin, the mutual broadcasting and the monitoring and analyzing of the attributes of the CPS twin among a plurality of CPS twins are realized, the problem that the plurality of CPS twins cannot be found mutually is solved, the identification rule of the CPS twin is defined by setting an identification, and the basic information such as the type and the position of the CPS twin can be identified by the identification.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
It will be evident to those skilled in the art that the present application is not limited to the details of the foregoing illustrative embodiments, and that the present application may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the application being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.

Claims (8)

1. An identification method supporting urban digital twin CPS interaction is characterized by comprising the following steps:
constructing a CPS twin and an operation platform supporting the interaction of the CPS twin, and registering and setting the identification of the CPS twin on the operation platform;
the CPS twin body which is registered and set with the identification is released to the outside through an event release interface of the operation platform;
sending an event subscription interest through an event subscription interface of the operating platform;
calling an event acceptance interface of the related CPS twin according to the external published events and the event subscription interests;
and accurately delivering the received external published event to the subscriber of the event according to the called event receiving interface.
2. The identification method for supporting urban digital twin CPS interaction as claimed in claim 1, wherein the method for constructing CPS twin and running platform supporting CPS twin interaction comprises:
acquiring CPS systems constructed by different units of a city;
and constructing a CPS twin and a running platform supporting CPS twin interaction according to CPS systems constructed by different units.
3. An identification method supporting city digital twin CPS interaction as claimed in claim 1, wherein the identification of the CPS twins comprises a CPS class identification designated as a unique class and a CPS instance identification designated as a unique CPS instance identification, the CPS class identification comprises the type of the twin CPS, the CPS instance identification is the basic information of the twin CPS, the basic information comprises the type and location of the CPS twins.
4. The identification method for supporting urban digital twin CPS interaction as claimed in claim 1, wherein the registered and identified CPS twin publishes events to the outside through an event publishing interface of the operating platform while data is shared to other identified CPS twin.
5. An identification method supporting urban digital twin CPS interaction as claimed in claim 4, wherein the data sharing is performed in such a way that one CPS twin actively requests to acquire events from other CPS twins and shares its own events at the same time.
6. An identification method supporting urban digital twin CPS interaction as claimed in claim 5, wherein when the CPS twin actively requests to acquire an event from all other CPS twins and shares its own event at the same time, the CPS twins of all other CPS twins that receive the event will respond.
7. An electronic device, comprising:
a memory for storing one or more programs;
a processor;
the one or more programs, when executed by the processor, implement an identification method supporting city digital twin CPS interaction as claimed in any one of claims 1-6.
8. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out a method for identification supporting a city digital twin CPS interaction as claimed in any one of the claims 1-6.
CN202210469847.9A 2022-04-28 2022-04-28 A Identification Method Supporting CPS Interaction of Urban Digital Twins Pending CN114968619A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202210469847.9A CN114968619A (en) 2022-04-28 2022-04-28 A Identification Method Supporting CPS Interaction of Urban Digital Twins

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210469847.9A CN114968619A (en) 2022-04-28 2022-04-28 A Identification Method Supporting CPS Interaction of Urban Digital Twins

Publications (1)

Publication Number Publication Date
CN114968619A true CN114968619A (en) 2022-08-30

Family

ID=82979922

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202210469847.9A Pending CN114968619A (en) 2022-04-28 2022-04-28 A Identification Method Supporting CPS Interaction of Urban Digital Twins

Country Status (1)

Country Link
CN (1) CN114968619A (en)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190138333A1 (en) * 2017-11-07 2019-05-09 General Electric Company Contextual digital twin runtime environment
CN109871409A (en) * 2019-02-12 2019-06-11 成都高新信息技术研究院 A kind of information physical system (CPS) based on trustable network
CN113158228A (en) * 2021-03-16 2021-07-23 广东工业大学 Industrial intelligent contract system and multi-digital twin synchronous interoperation method for operation of industrial intelligent contract system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190138333A1 (en) * 2017-11-07 2019-05-09 General Electric Company Contextual digital twin runtime environment
CN109871409A (en) * 2019-02-12 2019-06-11 成都高新信息技术研究院 A kind of information physical system (CPS) based on trustable network
CN113158228A (en) * 2021-03-16 2021-07-23 广东工业大学 Industrial intelligent contract system and multi-digital twin synchronous interoperation method for operation of industrial intelligent contract system

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
宋翠叶;王庆;杜承烈;: "一种基于事件-响应关系的Cyber系统行为模型", 计算机科学, no. 06, 15 June 2013 (2013-06-15) *
尤涛;吴其蔓;王川文;钟冬;杜承烈;: "面向内容发布订阅系统的向量订阅与共享机制", 通信学报, no. 10, 25 October 2015 (2015-10-25) *

Similar Documents

Publication Publication Date Title
US20220150307A1 (en) Method and system for sensing information, imputing meaning to the information, and determining actions based on that meaning, in a distributed computing environment
US10887174B2 (en) Group command management for device groups
CN112130993A (en) Edge computing method and system for power edge IoT agent based on graphical modeling
Hoang et al. Service-oriented middleware architectures for cyber-physical systems
US11283892B1 (en) Dynamic grouping of device representations
CN114265680A (en) Mass data processing method, device, electronic device and storage medium
CN112788112A (en) Automatic publishing method, device and platform for equipment health management micro-service
US10182104B1 (en) Automatic propagation of resource attributes in a provider network according to propagation criteria
CN116567686A (en) Construction method, device, equipment, medium and program product of digital twin network
CN112910835A (en) Block chain-based configuration management method, apparatus, system, device, and medium
D'Angelo et al. Distributed hybrid simulation of the internet of things and smart territories
CN113377626A (en) Visual unified alarm method, device, equipment and medium based on service tree
CN111526193A (en) Distributed weather station system and working method based on fog computing and blockchain platform
CN115941426B (en) Multi-service resource coordination method, system and computer equipment
JP7707455B2 (en) Method and system for generating OTN digital twin network based on vertical federation learning
Detti et al. Virtual iot systems: Boosting iot innovation by decoupling things providers and applications developers
CN104166581A (en) Virtualization method for increment manufacturing device
CN114968619A (en) A Identification Method Supporting CPS Interaction of Urban Digital Twins
CN114968227A (en) Intelligent combat simulation platform and data processing method of intelligent combat simulation platform
US11271896B1 (en) Aggregated group state for a group of device representations
CN119544707A (en) Message tracing method, device, computer equipment, readable storage medium and program product
TWI823466B (en) AIoT DEVICE UPDATING METHOD AND APPARATUS
CN116302001A (en) Service registration management method, device, equipment and storage medium
Sakai et al. IoT platform using information flow to reduce load on cloud
CN116737351A (en) Image processing system operation and management methods, devices, storage media and electronic equipment

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination