Robot autonomous judgment system based on improved computer algorithm

According to the characteristics of the physical model of autonomous robot, such as strong nonlinearity and many external interference factors, a robot autonomous judgment system based on computer algorithm is proposed in this paper. The system can accomplish the approximate linearization of decompo...

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Published in:International journal of system assurance engineering and management Vol. 14; no. 2; pp. 691 - 698
Main Author: Liu, Xianhua
Format: Journal Article
Language:English
Published: New Delhi Springer India 01.04.2023
Springer Nature B.V
Subjects:
Adaptation
Algorithms
Control algorithms
Control theory
Engineering
Engineering Economics
Feedback control
Logistics
Marketing
Organization
Original Article
Quality Control
Reliability
Robots
Safety and Risk
Autonomous robot
Computer algorithm
Dynamic feedback control
Autonomous judgment system
ISSN:0975-6809, 0976-4348
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Abstract According to the characteristics of the physical model of autonomous robot, such as strong nonlinearity and many external interference factors, a robot autonomous judgment system based on computer algorithm is proposed in this paper. The system can accomplish the approximate linearization of decomposed variables by using dynamic feedback control algorithm, so as to achieve the purpose of initial effective control. The adaptive performance of computer algorithm can effectively solve the compensation control needed by uncertain model and other disturbances. Finally, the proposed algorithm is verified by using MATLAB simulation software. The experimental results show that the proposed algorithm has good dynamic performance and strong robustness.
AbstractList According to the characteristics of the physical model of autonomous robot, such as strong nonlinearity and many external interference factors, a robot autonomous judgment system based on computer algorithm is proposed in this paper. The system can accomplish the approximate linearization of decomposed variables by using dynamic feedback control algorithm, so as to achieve the purpose of initial effective control. The adaptive performance of computer algorithm can effectively solve the compensation control needed by uncertain model and other disturbances. Finally, the proposed algorithm is verified by using MATLAB simulation software. The experimental results show that the proposed algorithm has good dynamic performance and strong robustness.
Author Liu, Xianhua
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  organization: Information and Media Department, Jilin Province Economic Management Cadre College
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Cites_doi 10.1007/s12206-013-0433-z
10.1002/1097-4563(200011)17:11<585::AID-ROB1>3.0.CO;2-7
10.4028/www.scientific.net/SSP.220-221.989
10.1016/j.procs.2018.07.056
10.1016/j.promfg.2020.10.043
10.1016/j.neucom.2012.07.060
10.1007/s13748-018-00168-6
10.1109/ACCESS.2019.2894626
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Copyright The Author(s) under exclusive licence to The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden 2021
The Author(s) under exclusive licence to The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden 2021.
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Computer algorithm
Dynamic feedback control
Autonomous judgment system
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References Ohba, Hasegawa (CR11) 2011; 34
Liu, Yang (CR9) 2018; 16
Jiang, Xin (CR3) 2019; 8
Kelemen, Colville, Kelemenová, Virgala, Miková (CR13) 2015; 220–221
JeongYong-Seok Kim (CR8) 2013; 27
Lund, Penttil, Skriko (CR10) 2020; 51
Deng (CR14) 2018; 41
Mo, Xu (CR2) 2015; 148
A, N. V. K., & B, C. S. K. (CR1) 2018; 133
Liu, Yang, Liu, Tian, Gao (CR4) 2016; 241
Yu, Goldman, Mclurkin (CR15) 2016; 2
Barua, Arif, Uddin, Das, Pathak (CR12) 2020; 176
Yuan, Wang, Lin, Liu, Yu (CR5) 2019; 7
Zhang, Guan, Pu (CR6) 2016; 2016
Wu, Chen, Woo (CR7) 2015; 17
YM JeongYong-Seok Kim (1474_CR8) 2013; 27
K Ohba (1474_CR11) 2011; 34
M Kelemen (1474_CR13) 2015; 220–221
M Liu (1474_CR9) 2018; 16
J Yuan (1474_CR5) 2019; 7
H Lund (1474_CR10) 2020; 51
A, N. V. K., & B, C. S. K. (1474_CR1) 2018; 133
S Deng (1474_CR14) 2018; 41
Y Zhang (1474_CR6) 2016; 2016
J Jiang (1474_CR3) 2019; 8
H Mo (1474_CR2) 2015; 148
W Wu (1474_CR7) 2015; 17
Z Yu (1474_CR15) 2016; 2
J Liu (1474_CR4) 2016; 241
V Barua (1474_CR12) 2020; 176
References_xml – volume: 2
  start-page: 261
  issue: 1
  year: 2016
  end-page: 268
  ident: CR15
  article-title: An asymmetric distributed method for sorting a robot swarm
  publication-title: IEEE Robot Autom Lett
– volume: 176
  start-page: 975
  issue: 31
  year: 2020
  end-page: 8887
  ident: CR12
  article-title: An ultrasonic line follower robot to detect obstacles and edges for industrial and rescue operations
  publication-title: Int J Comput Appl
– volume: 27
  start-page: 1825
  issue: 6
  year: 2013
  end-page: 1834
  ident: CR8
  article-title: Construction of an automation system for the inspection and packing processes of a screw/bolt production line
  publication-title: J Mech Sci Technol
  doi: 10.1007/s12206-013-0433-z
– volume: 17
  start-page: 585
  issue: 11
  year: 2015
  end-page: 591
  ident: CR7
  article-title: Time optimal path planning for a wheeled mobile robot
  publication-title: J Robot Syst
  doi: 10.1002/1097-4563(200011)17:11<585::AID-ROB1>3.0.CO;2-7
– volume: 16
  start-page: 127
  issue: 2
  year: 2018
  end-page: 136
  ident: CR9
  article-title: Research on supply chain modeling and simulation of robot production line based on uncertain demand
  publication-title: Academic J Manuf Eng
– volume: 41
  start-page: 13
  issue: S1
  year: 2018
  end-page: 17
  ident: CR14
  article-title: Robot off-line programming for thermal spraying
  publication-title: Rare Metal Mater Eng
– volume: 241
  start-page: 304
  issue: 241
  year: 2016
  end-page: 314
  ident: CR4
  article-title: An improved ant colony algorithm for robot path planning
  publication-title: Soft Comput
– volume: 220–221
  start-page: 989
  year: 2015
  end-page: 994
  ident: CR13
  article-title: Educational model of line follower robot lina 2010
  publication-title: Solid State Phenom
  doi: 10.4028/www.scientific.net/SSP.220-221.989
– volume: 133
  start-page: 456
  year: 2018
  end-page: 463
  ident: CR1
  article-title: Development of collision free path planning algorithm for warehouse mobile robot
  publication-title: Procedia Comput Sci
  doi: 10.1016/j.procs.2018.07.056
– volume: 51
  start-page: 302
  year: 2020
  end-page: 308
  ident: CR10
  article-title: A knowledge-based multipass welding distortion estimation method for a multi-robot welding off-line programming and simulation software
  publication-title: Procedia Manuf
  doi: 10.1016/j.promfg.2020.10.043
– volume: 148
  start-page: 91
  year: 2015
  end-page: 99
  ident: CR2
  article-title: Research of biogeography particle swarm optimization for robot path planning
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2012.07.060
– volume: 8
  start-page: 133
  issue: 1
  year: 2019
  end-page: 142
  ident: CR3
  article-title: Path planning of a mobile robot in a free-space environment using q -learning
  publication-title: Prog Artif Intell
  doi: 10.1007/s13748-018-00168-6
– volume: 2016
  start-page: 1
  year: 2016
  end-page: 11
  ident: CR6
  article-title: The robot path planning based on improved artificial fish swarm algorithm
  publication-title: Math Prob Eng
– volume: 34
  start-page: 673
  year: 2011
  end-page: 678
  ident: CR11
  article-title: A practice of engineering design education through a robot developing for kenyan robot contest
  publication-title: Japanese Colleges Technol Edu J
– volume: 7
  start-page: 15140
  year: 2019
  end-page: 15151
  ident: CR5
  article-title: A novel gru-rnn network model for dynamic path planning of mobile robot
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2894626
– volume: 148
  start-page: 91
  year: 2015
  ident: 1474_CR2
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2012.07.060
– volume: 51
  start-page: 302
  year: 2020
  ident: 1474_CR10
  publication-title: Procedia Manuf
  doi: 10.1016/j.promfg.2020.10.043
– volume: 41
  start-page: 13
  issue: S1
  year: 2018
  ident: 1474_CR14
  publication-title: Rare Metal Mater Eng
– volume: 7
  start-page: 15140
  year: 2019
  ident: 1474_CR5
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2894626
– volume: 176
  start-page: 975
  issue: 31
  year: 2020
  ident: 1474_CR12
  publication-title: Int J Comput Appl
– volume: 27
  start-page: 1825
  issue: 6
  year: 2013
  ident: 1474_CR8
  publication-title: J Mech Sci Technol
  doi: 10.1007/s12206-013-0433-z
– volume: 34
  start-page: 673
  year: 2011
  ident: 1474_CR11
  publication-title: Japanese Colleges Technol Edu J
– volume: 8
  start-page: 133
  issue: 1
  year: 2019
  ident: 1474_CR3
  publication-title: Prog Artif Intell
  doi: 10.1007/s13748-018-00168-6
– volume: 16
  start-page: 127
  issue: 2
  year: 2018
  ident: 1474_CR9
  publication-title: Academic J Manuf Eng
– volume: 241
  start-page: 304
  issue: 241
  year: 2016
  ident: 1474_CR4
  publication-title: Soft Comput
– volume: 220–221
  start-page: 989
  year: 2015
  ident: 1474_CR13
  publication-title: Solid State Phenom
  doi: 10.4028/www.scientific.net/SSP.220-221.989
– volume: 17
  start-page: 585
  issue: 11
  year: 2015
  ident: 1474_CR7
  publication-title: J Robot Syst
  doi: 10.1002/1097-4563(200011)17:11<585::AID-ROB1>3.0.CO;2-7
– volume: 2
  start-page: 261
  issue: 1
  year: 2016
  ident: 1474_CR15
  publication-title: IEEE Robot Autom Lett
– volume: 2016
  start-page: 1
  year: 2016
  ident: 1474_CR6
  publication-title: Math Prob Eng
– volume: 133
  start-page: 456
  year: 2018
  ident: 1474_CR1
  publication-title: Procedia Comput Sci
  doi: 10.1016/j.procs.2018.07.056
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SubjectTerms Adaptation
Algorithms
Control algorithms
Control theory
Engineering
Engineering Economics
Feedback control
Logistics
Marketing
Organization
Original Article
Quality Control
Reliability
Robots
Safety and Risk
Title Robot autonomous judgment system based on improved computer algorithm
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