CN110308669B - Modular robot self-repairing simulation system and method - Google Patents

Modular robot self-repairing simulation system and method Download PDF

Info

Publication number
CN110308669B
CN110308669B CN201910685598.5A CN201910685598A CN110308669B CN 110308669 B CN110308669 B CN 110308669B CN 201910685598 A CN201910685598 A CN 201910685598A CN 110308669 B CN110308669 B CN 110308669B
Authority
CN
China
Prior art keywords
module
action
simulation
repair
data
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.)
Active
Application number
CN201910685598.5A
Other languages
Chinese (zh)
Other versions
CN110308669A (en
Inventor
黄荣
朱培
罗明朋
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.)
Qinghai Zhongke Yunhang Intelligent Robot Manufacturing Co ltd
Original Assignee
Nanjing Chenhuang Software Technology Co ltd
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 Nanjing Chenhuang Software Technology Co ltd filed Critical Nanjing Chenhuang Software Technology Co ltd
Priority to CN201910685598.5A priority Critical patent/CN110308669B/en
Priority to PCT/CN2019/103494 priority patent/WO2021017080A1/en
Publication of CN110308669A publication Critical patent/CN110308669A/en
Application granted granted Critical
Publication of CN110308669B publication Critical patent/CN110308669B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B17/00Systems involving the use of models or simulators of said systems
    • G05B17/02Systems involving the use of models or simulators of said systems electric
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0208Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the configuration of the monitoring system
    • G05B23/0213Modular or universal configuration of the monitoring system, e.g. monitoring system having modules that may be combined to build monitoring program; monitoring system that can be applied to legacy systems; adaptable monitoring system; using different communication protocols
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Computer Hardware Design (AREA)
  • Evolutionary Computation (AREA)
  • Geometry (AREA)
  • General Engineering & Computer Science (AREA)
  • Manipulator (AREA)

Abstract

The invention discloses a modular robot self-repairing simulation system which comprises a management module, wherein the management module is connected with a data module, a simulation module, a control platform, a monitoring module, an analysis module and a repairing module, the analysis module comprises a language comparison module and an action comparison module, the language comparison module is connected with a language error recognition module, the action comparison module is connected with an action error recognition module, the language error recognition module and the action error recognition module are connected with an analysis processing module, and the repairing module comprises a kinematics algorithm module, a dynamics algorithm module, a motion simulation repairing module and a control algorithm improving module. Has the advantages that: the modular robot can better perform self-repairing, and is convenient to better meet the use requirements of people.

Description

Modular robot self-repairing simulation system and method
Technical Field
The invention relates to the technical field of robots, in particular to a system and a method for simulating self-repairing of a modular robot.
Background
The modular robot is a robot system consisting of a plurality of autonomous intelligent modules, changes the overall configuration by utilizing the connectivity and interchangeability among the modules and the ambient environment information sensed by the sensors of the modules, expands the movement form, realizes different movement gaits and completes corresponding operation tasks by mutual operation among a large number of modules; the modular robot is suitable for occasions with large change of working environment and complex operation tasks, such as space operation, disaster relief search, battlefield reconnaissance, nuclear power station maintenance and the like, and when the modular robot performs the operations, the modular robot is easy to break down due to variable conditions and uncertain factors of the environment; the existing module robot cannot perform self-repairing better after a fault occurs, so that the existing module robot cannot be operated and used better, and cannot better meet the use requirements of people.
In summary, how to enable the modular robot to perform self-repairing better is a technical problem which needs to be solved urgently at present.
Disclosure of Invention
The technical task of the invention is to provide a self-repairing simulation system and method for a modular robot to solve the problem of how to enable the modular robot to perform self-repairing better.
The technical scheme of the invention is realized as follows:
a self-repairing simulation system of a modular robot comprises a management module, wherein the management module is connected with a data module, a simulation module, a control platform, a monitoring module, an analysis module and a repairing module, the analysis module comprises a language comparison module and an action comparison module, the language comparison module is connected with a language error recognition module, the action comparison module is connected with an action error recognition module, the language error recognition module and the action error recognition module are connected with an analysis processing module, and the repairing module comprises a kinematic algorithm module, a dynamic algorithm module, a motion simulation repairing module and a control algorithm improving module;
when a fault is detected in the process of carrying out simulation operation on the module robot, the specific condition of the fault is detected through the monitoring module 5, and after the specific fault is detected, the fault is analyzed through the analysis module 6;
the analysis module 6 compares the language and the action data of the modular robot, identifies specific error data, and transmits the result to the repair module 7 through the analysis processing module 12 after the identification is finished;
the repair module 7 receives the instruction to perform self-repair on the fault, performs the repair on the fault through a kinematic algorithm and a dynamic algorithm, then performs motion simulation, performs repair improvement on the control algorithm, and transmits a new algorithm to the data module 2 after the repair improvement is completed.
Preferably, the simulation module comprises an instruction receiving module, a language module, an action module and an environment recognition module.
Preferably, the language module comprises a grammar module and a sound production module.
Preferably, the action module includes a head action module, a hand action module, a lower limb action module, and an action path module.
Preferably, the monitoring module comprises a language detection module, an action detection module, an instruction receiving detection module, an environment recognition detection module and a collision detection module.
Preferably, the language detection module includes a grammar detection module and an error reply detection module.
Preferably, the action detection module includes a head action detection module, a hand action detection module, a lower limb action detection module, and an action path detection module.
Preferably, the data module comprises a data recording module, a data improving module and a data updating module, the data module is connected with a limiting module, and the limiting module is connected between the management module and the simulation module.
Preferably, the control platform comprises a man-machine module, a hardware module and a communication module.
A self-repairing simulation method of a modular robot comprises the following specific steps:
s1, a module robot receives an instruction to perform simulation action operation;
s2, in the process of carrying out simulation action operation on the module robot, the monitoring module carries out real-time monitoring on the language, action, instruction receiving, environment recognition and collision of the module robot;
s3, when a fault is detected in the process of carrying out simulation operation on the module robot, detecting the specific condition of the fault through the monitoring module, and analyzing the fault through the analysis module after the specific fault is detected;
s4, the analysis module compares the language and the action data of the modular robot, then identifies specific error data, and transmits the result to the repair module through the analysis processing module after the identification is finished;
s5, the repair module receives the instruction to perform self-repair on the fault, repairs the fault through a kinematic algorithm and a kinetic algorithm, then performs motion simulation, repairs and improves the control algorithm, and transmits a new algorithm to the data module after the repair and improvement are completed;
s6, the data module receives data information and records, improves and updates the data information;
s7, after the data updating is finished, the limiting module limits the simulation action operation of the modular robot in error according to the updated data information; if a new failure occurs, the operations S1-S7 are repeated.
Compared with the prior art, the invention has the advantages and positive effects that:
1. through the simulation module, the modular robot can better perform simulation action operation, so that people can use the modular robot better.
2. Through the monitoring module can carry out real-time supervision to the trouble that module robot took place in the use to can be convenient for timely discovery problem, and then can be convenient for better carry out the selfreparing.
3. Through the interaction of the analysis module and the repair module, the fault of the modular robot can be analyzed, and self repair can be performed in time, so that the modular robot can be better used.
4. The invention well solves the problem of how to enable the modular robot to better perform self-repairing, so that the modular robot can timely and effectively perform self-repairing after a fault occurs, thereby facilitating better operation and use of the modular robot and better meeting the use requirements of people.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings without creative efforts.
FIG. 1 is a block diagram of a system according to an embodiment of the invention;
FIG. 2 is a block diagram of an analysis module according to an embodiment of the invention;
FIG. 3 is a block diagram of a repair module according to an embodiment of the invention;
FIG. 4 is a block diagram of a simulation module according to an embodiment of the present invention;
FIG. 5 is a block diagram of a language module according to an embodiment of the present invention;
FIG. 6 is a block diagram of an action module according to an embodiment of the invention;
FIG. 7 is a block diagram of a monitoring module according to an embodiment of the invention;
FIG. 8 is a block diagram of a data module according to an embodiment of the present invention;
fig. 9 is a block diagram of a method according to an embodiment of the invention.
In the figure:
1. a management module; 2. a data module; 3. a simulation module; 4. a control platform; 5. a monitoring module; 6. an analysis module; 7. a repair module; 8. a language comparison module; 9. an action comparison module; 10. a language error recognition module; 11. a motion error identification module; 12. an analysis processing module; 13. a kinematic algorithm module; 14. a dynamics algorithm module; 15. a motion simulation restoration module; 16. a control algorithm improvement module; 17. an instruction receiving module; 18. a language module; 19. an action module; 20. an environment recognition module; 21. a grammar module; 22. a sound producing module; 23. a head action module; 24. a hand action module; 25. a lower limb action module; 26. an action path module; 27. a language detection module; 28. a motion detection module; 29. an instruction receiving detection module; 30. an environment recognition detection module; 31. a collision detection module; 32. a grammar detection module; 33. an error reply detection module; 34. a head motion detection module; 35. a hand motion detection module; 36. a lower limb movement detection module; 37. an action path detection module; 38. a data recording module; 39. a data improvement module; 40. a data update module; 41. defining a module; 42. a human-machine module; 43. a hardware module; 44. and a communication module.
Detailed Description
In order that the above objects, features and advantages of the present invention can be more clearly understood, the present invention will be further described with reference to the accompanying drawings and examples. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
The invention is further described with reference to the following figures and specific examples.
In the first embodiment, as shown in fig. 1 to 3, a modular robot self-repairing simulation system according to an embodiment of the present invention includes a management module 1, the management module 1 is connected to a data module 2, a simulation module 3, a control platform 4, a monitoring module 5, an analysis module 6, and a repairing module 7, the simulation module 3 enables the modular robot to perform simulation action better, so as to be better convenient for people to use, the monitoring module 5 can perform real-time monitoring on a fault occurring in a using process of the modular robot, so as to be convenient for finding a problem in time, so as to perform self-repairing better, the analysis module 6 includes a language comparison module 8 and an action comparison module 9, the language comparison module 8 is connected to a language error recognition module 10, the action comparison module 9 is connected to an action error recognition module 11, the language error recognition module 10 and the action error recognition module 11 are both connected with an analysis processing module 12, and the repair module 7 comprises a kinematics algorithm module 13, a dynamics algorithm module 14, a motion simulation repair module 15 and a control algorithm improvement module 16; through the interaction of the analysis module 6 and the repair module 7, the fault of the modular robot can be analyzed and self-repaired in time, so that the modular robot can be better used;
when a fault is detected in the process of carrying out simulation operation on the module robot, the specific condition of the fault is detected through the monitoring module 5, and after the specific fault is detected, the fault is analyzed through the analysis module 6;
the analysis module 6 compares the language and the action data of the modular robot, identifies specific error data, and transmits the result to the repair module 7 through the analysis processing module 12 after the identification is finished;
the repair module 7 receives the instruction to perform self-repair on the fault, performs the repair on the fault through a kinematic algorithm and a dynamic algorithm, then performs motion simulation, performs repair improvement on the control algorithm, and transmits a new algorithm to the data module 2 after the repair improvement is completed.
In a second embodiment, as shown in fig. 4, the simulation module 3 includes an instruction receiving module 17, a language module 18, an action module 19, and an environment recognition module 20; the module robot can better receive the instruction, so that the simulation operation of language and action can be better performed, the environment can be sensed and identified while the simulation operation is performed, and the simulation operation can be better performed.
In a third embodiment, as shown in fig. 5, the language module 18 includes a grammar module 21 and a sound generation module 22; through the grammar module 21 and the sound production module 22, the modular robot can be closer to reality in dialogue communication, and therefore a better simulation effect can be achieved.
In a fourth embodiment, as shown in fig. 5, the action module 19 includes a head action module 23, a hand action module 24, a lower limb action module 25, and an action path module 26; the simulation system can enable the modular robot to be closer to a real-man mode in the actions of the head, the hands and the lower limbs and the action path in the simulation operation process, so that a better simulation effect can be achieved.
Fifth embodiment, as shown in fig. 7, the monitoring module 5 includes a language detection module 27, an action detection module 28, an instruction reception detection module 29, an environment recognition detection module 30, and a collision detection module 31; the system can monitor the language, action, instruction receiving and environment recognition conditions of the modular robot in real time in the using process of the modular robot, so that faults can be monitored timely and effectively, and the self-repairing effect can be better achieved.
Sixth embodiment, as shown in fig. 7, the language detection module 27 includes a syntax detection module 32 and an error recovery detection module 33; the method can detect the grammar and the correctness of the reply when the modular robot carries out simulation conversation communication, so that the fault of the modular robot on the language can be found in time, and the modular robot can be better self-repaired.
Seventh embodiment, as shown in fig. 7, the action detection module 28 includes a head action detection module 34, a hand action detection module 35, a lower limb action detection module 36, and an action path detection module 37; the detection method has the advantages that the head, the hands, the lower limbs and the action paths of the modular robot can be detected when the modular robot carries out simulation actions, faults of the modular robot on the head actions, the hands, the lower limbs and the action paths can be found out in time conveniently, and therefore the modular robot can be self-repaired better.
In an eighth embodiment, as shown in fig. 1 and 8, the data module 2 includes a data recording module 38, a data improving module 39 and a data updating module 40; the data can be recorded, improved and updated in time, so that the modular robot can be better used; a limiting module 41 is connected with the data module 2, and the limiting module 41 is connected between the management module 1 and the simulation module 3; the simulation action operation of the modular robot can be limited necessarily, so that the fault rate is reduced, and the use of people can be met better.
In a ninth embodiment, as shown in fig. 1, the control platform 4 includes a human-machine module 42, a hardware module 43, and a communication module 44; the convenient people operate and use, can be better satisfy people's user demand.
In a tenth embodiment, as shown in fig. 9, the invention provides a self-repair simulation method for a modular robot, which includes the following specific steps:
s1, a module robot receives an instruction to perform simulation action operation;
s2, in the process of carrying out simulation action operation on the module robot, the monitoring module 5 carries out real-time monitoring on the language, action, instruction receiving, environment recognition and collision of the module robot;
s3, when detecting that the module robot has a fault in the process of carrying out simulation operation, detecting the specific condition of the fault through the monitoring module 5, and after detecting the specific fault, analyzing the fault through the analysis module 6;
s4, the analysis module 6 compares the language and the action data of the modular robot, then identifies the specific error data, and transmits the result to the repair module 7 through the analysis processing module 12 after the identification is finished;
s5, the repair module 7 receives the instruction to perform self-repair on the fault, repairs the fault through a kinematic algorithm and a kinetic algorithm, then performs motion simulation, repairs and improves the control algorithm, and transmits a new algorithm to the data module 2 after the repair and improvement are completed;
s6, the data module 2 receives the data information and carries out recording, improvement and updating;
s7, after the data updating is finished, the limiting module 41 limits the simulation action operation of the modular robot in error according to the updated data information; if a new failure occurs, the operations S1-S7 are repeated.
The present invention can be easily implemented by those skilled in the art from the above detailed description. It should be understood, however, that the intention is not to limit the invention to the particular embodiments described. On the basis of the disclosed embodiments, a person skilled in the art can combine different technical features at will, thereby implementing different technical solutions.

Claims (10)

1. A self-repairing simulation system of a modular robot is characterized by comprising a management module (1), the management module (1) is connected with a data module (2), a simulation module (3), a control platform (4), a monitoring module (5), an analysis module (6) and a repair module (7), the analysis module (6) comprises a language comparison module (8) and an action comparison module (9), the language comparison module (8) is connected with a language error recognition module (10), the action comparison module (9) is connected with an action error identification module (11), the language error recognition module (10) and the action error recognition module (11) are both connected with an analysis processing module (12), the repair module (7) comprises a kinematic algorithm module (13), a dynamic algorithm module (14), a motion simulation repair module (15) and a control algorithm improvement module (16);
when a fault is detected in the process of carrying out simulation operation on the modular robot, the specific condition of the fault is detected through the monitoring module (5), and after the specific fault is detected, the fault is analyzed through the analysis module (6);
the analysis module (6) compares the language and the action data of the modular robot, then identifies the specific error data, and transmits the result to the repair module (7) through the analysis processing module (12) after the identification is finished;
the repair module (7) receives the instruction to carry out self-repair on the fault, carries out repair on the fault through a kinematic algorithm and a dynamic algorithm, then carries out motion simulation, carries out repair improvement on the control algorithm, and transmits a new algorithm to the data module (2) after the repair improvement is finished.
2. The modular robotic self-healing simulation system according to claim 1, wherein the simulation module (3) includes an instruction receiving module (17), a language module (18), an action module (19), and an environment recognition module (20).
3. The modular robotic self-healing simulation system of claim 2, wherein the language module (18) comprises a grammar module (21) and a vocalization module (22).
4. The modular robotic self-repair simulation system according to claim 2, wherein the action modules (19) comprise a head action module (23), a hand action module (24), a lower limb action module (25) and an action path module (26).
5. The modular robotic self-healing simulation system according to claim 1, wherein the monitoring module (5) comprises a language detection module (27), an action detection module (28), an instruction reception detection module (29), an environment recognition detection module (30), and a collision detection module (31).
6. The modular robotic self-healing simulation system of claim 5, wherein the language detection module (27) comprises a grammar detection module (32) and an error recovery detection module (33).
7. The modular robotic self-repair simulation system according to claim 5, wherein the action detection module (28) comprises a head action detection module (34), a hand action detection module (35), a lower limb action detection module (36), and an action path detection module (37).
8. The self-repairing simulation system of modular robot as claimed in claim 1, wherein the data module (2) comprises a data recording module (38), a data improving module (39) and a data updating module (40), the data module (2) is connected with a defining module (41), and the defining module (41) is connected between the management module (1) and the simulation module (3).
9. The modular robot self-healing simulation system according to claim 1, wherein the control platform (4) comprises a human-machine module (42), a hardware module (43), and a communication module (44).
10. A self-repairing simulation method of a modular robot, which is used for the self-repairing simulation system of the modular robot as claimed in claim 1, comprises the following specific steps:
s1, a module robot receives an instruction to perform simulation action operation;
s2, in the process of carrying out simulation action operation on the module robot, the monitoring module (5) carries out real-time monitoring on the language, action, instruction receiving, environment recognition and collision of the module robot;
s3, when a fault is detected in the process of carrying out simulation operation on the module robot, detecting the specific condition of the fault through the monitoring module (5), and analyzing the fault through the analysis module (6) after the specific fault is detected;
s4, the analysis module (6) compares the language and the action data of the modular robot, then identifies the specific error data, and transmits the result to the repair module (7) through the analysis processing module (12) after the identification is finished;
s5, the repair module (7) receives the instruction to perform self-repair on the fault, repairs the fault through a kinematic algorithm and a kinetic algorithm, then performs motion simulation, repairs and improves the control algorithm, and transmits a new algorithm to the data module (2) after the repair and improvement are completed;
s6, the data module (2) receives data information and carries out recording, improvement and updating;
s7, after the data updating is finished, the limiting module (41) limits the simulation action operation of the modular robot in error according to the updated data information; if a new failure occurs, the operations S1-S7 are repeated.
CN201910685598.5A 2019-07-27 2019-07-27 Modular robot self-repairing simulation system and method Active CN110308669B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN201910685598.5A CN110308669B (en) 2019-07-27 2019-07-27 Modular robot self-repairing simulation system and method
PCT/CN2019/103494 WO2021017080A1 (en) 2019-07-27 2019-08-30 Modular robot self-repair simulation system and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910685598.5A CN110308669B (en) 2019-07-27 2019-07-27 Modular robot self-repairing simulation system and method

Publications (2)

Publication Number Publication Date
CN110308669A CN110308669A (en) 2019-10-08
CN110308669B true CN110308669B (en) 2021-07-30

Family

ID=68081823

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910685598.5A Active CN110308669B (en) 2019-07-27 2019-07-27 Modular robot self-repairing simulation system and method

Country Status (2)

Country Link
CN (1) CN110308669B (en)
WO (1) WO2021017080A1 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114724243A (en) * 2022-03-29 2022-07-08 赵新博 Bionic action recognition system based on artificial intelligence

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101105715A (en) * 2006-07-12 2008-01-16 发那科株式会社 Simulation device of robot system
CN101850552A (en) * 2010-05-28 2010-10-06 广东工业大学 Industrial robot comprehensive control platform and control method thereof
CN102141812A (en) * 2010-11-16 2011-08-03 深圳中科智酷机器人科技有限公司 Robot
CN102323817A (en) * 2011-06-07 2012-01-18 上海大学 Service robot control platform system and multimode intelligent interaction and intelligent behavior realizing method thereof
CN103226924A (en) * 2013-04-12 2013-07-31 华南理工大学广州学院 Tour guiding and explaining service robot system and tour guiding and explaining method thereof
CN105247430A (en) * 2013-05-29 2016-01-13 日本电产三协株式会社 Data processing device and data processing method
JP2017220176A (en) * 2016-06-10 2017-12-14 富士通株式会社 Determination device, determination method and determination program
CN107479528A (en) * 2017-06-19 2017-12-15 中国烟草总公司广东省公司 The fault warning system and fault handling method of agricultural intelligent device
CN108009490A (en) * 2017-11-29 2018-05-08 宁波高新区锦众信息科技有限公司 A kind of determination methods of chat robots system based on identification mood and the system
CN108687760A (en) * 2017-03-30 2018-10-23 株式会社安川电机 Robot motion instructs generation method and robot motion command generating device

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4266211B2 (en) * 2005-03-23 2009-05-20 株式会社東芝 Robot device, method of moving robot device, and program
CN100557575C (en) * 2007-01-29 2009-11-04 中南大学 Mobile robot's software fault diagnosis system based on artificial immune system
JP2009190113A (en) * 2008-02-13 2009-08-27 Fanuc Ltd Robot simulation device
CN102999047B (en) * 2012-12-07 2015-06-24 河海大学 Running abnormality self-checking and data transmission system for autonomous navigation type underwater robot
CN203588039U (en) * 2013-04-19 2014-05-07 青岛创想机器人制造有限公司 A numerical control machine tool robot automatic diagnosis and restoration system
CN104635718A (en) * 2013-11-12 2015-05-20 沈阳新松机器人自动化股份有限公司 Robot fault repairing system and method
CN104369192A (en) * 2014-11-05 2015-02-25 深圳市普乐方文化科技有限公司 Recreation simulation robot
CN105093963B (en) * 2015-08-12 2018-05-04 上海交通大学 Modular robot selfreparing analogue system and method
CN105137961B (en) * 2015-08-19 2018-01-19 上海交通大学 A kind of self-repair method of extensive crystal lattice type modular robot system
CN105335696B (en) * 2015-08-26 2018-05-22 湖南信息职业技术学院 A kind of intelligence based on the identification of 3D abnormal gaits behavioral value is helped the elderly robot and implementation method
JP2018144158A (en) * 2017-03-03 2018-09-20 株式会社キーエンス Robot simulation device, robot simulation method, robot simulation program, computer-readable recording medium and recording device
CN107175691A (en) * 2017-05-09 2017-09-19 温州市图盛科技有限公司 A kind of online fault detect of robot and maintaining method
CN107471206A (en) * 2017-08-16 2017-12-15 大连交通大学 A kind of modularization industrial robot reconfiguration system and its control method
CN107378971A (en) * 2017-09-08 2017-11-24 南京阿凡达机器人科技有限公司 A kind of Study of Intelligent Robot Control system
CN107943098B (en) * 2018-01-01 2021-04-23 深圳通联金融网络科技服务有限公司 Intelligent operation and maintenance robot system based on machine learning
CN108595888A (en) * 2018-05-10 2018-09-28 珞石(山东)智能科技有限公司 The emulation platform and method with verification are designed towards industrial robot

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101105715A (en) * 2006-07-12 2008-01-16 发那科株式会社 Simulation device of robot system
CN101850552A (en) * 2010-05-28 2010-10-06 广东工业大学 Industrial robot comprehensive control platform and control method thereof
CN102141812A (en) * 2010-11-16 2011-08-03 深圳中科智酷机器人科技有限公司 Robot
CN102323817A (en) * 2011-06-07 2012-01-18 上海大学 Service robot control platform system and multimode intelligent interaction and intelligent behavior realizing method thereof
CN103226924A (en) * 2013-04-12 2013-07-31 华南理工大学广州学院 Tour guiding and explaining service robot system and tour guiding and explaining method thereof
CN105247430A (en) * 2013-05-29 2016-01-13 日本电产三协株式会社 Data processing device and data processing method
JP2017220176A (en) * 2016-06-10 2017-12-14 富士通株式会社 Determination device, determination method and determination program
CN108687760A (en) * 2017-03-30 2018-10-23 株式会社安川电机 Robot motion instructs generation method and robot motion command generating device
CN107479528A (en) * 2017-06-19 2017-12-15 中国烟草总公司广东省公司 The fault warning system and fault handling method of agricultural intelligent device
CN108009490A (en) * 2017-11-29 2018-05-08 宁波高新区锦众信息科技有限公司 A kind of determination methods of chat robots system based on identification mood and the system

Also Published As

Publication number Publication date
CN110308669A (en) 2019-10-08
WO2021017080A1 (en) 2021-02-04

Similar Documents

Publication Publication Date Title
CN113610290B (en) Monitoring system applied to coal mine mining equipment based on digital twin technology
CN111633644A (en) Industrial robot digital twin system combined with intelligent vision and operation method thereof
CN106378780A (en) Robot system and method and server for controlling robot
CN104842356B (en) A kind of many robot palletizers teaching method based on Distributed Calculation Yu machine vision
CN112737936A (en) Edge computing gateway for equipment pre-maintenance
CN110308669B (en) Modular robot self-repairing simulation system and method
CN114218763A (en) Production line dynamic virtual recombination method based on digital twin
Yu-ming et al. Research on intelligent manufacturing flexible production line system based on digital twin
Brecher et al. Towards anthropomorphic movements for industrial robots
CN111308975A (en) Twin agent construction system and method of intelligent manufacturing system based on digital twin technology
CN109352649B (en) Manipulator control method and system based on deep learning
CN111552269A (en) Multi-robot safety detection method and system based on attitude estimation
Du Nguyen et al. Enabling smart manufacturing with artificial intelligence and big data: a survey and perspective
CN109040688A (en) The method and system that the industrial robot operation video of a kind of pair of acquisition is stored
CN117407814A (en) Machine tool equipment fault early warning method and system based on digital twinning
CN116252302A (en) Dynamic human-computer cooperation assembly method and system based on limb motion prediction
Jiang et al. Autonomous Behavior Intelligence Control of Self‐Evolution Mobile Robot for High‐Voltage Transmission Line in Complex Smart Grid
Majstorović et al. Industry 4.0 in Serbia-state of development
Zhang et al. Cognition-driven robot decision making method in human-robot collaboration environment
JP2022549531A (en) Manufacturing Automation Using Acoustic Separation Neural Network
Dobrescu et al. Hardware-in-loop assessment of control architectures
CN109079789A (en) A kind of method and system of long-range acquisition industrial robot operation video
Klein et al. Using expert knowledge for masking irrelevant data streams in siamese networks for the detection and prediction of faults
CN114193459B (en) Control system of mechanical arm and test method thereof
CN116423545B (en) Mobile cooperative robot integrated control system

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
GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20230424

Address after: 810000 room 505, complex building, No. 22, Jingsi Road, Qinghai Biotechnology Industrial Park, Xining City, Qinghai Province

Patentee after: Qinghai Zhongke yunhang Intelligent Robot Manufacturing Co.,Ltd.

Address before: 4 / F, building 9, No. 100 Tianjiao Road, Qilin hi tech Industrial Development Zone, Nanjing, Jiangsu Province 211100

Patentee before: Nanjing Chenhuang Software Technology Co.,Ltd.