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Volumn 62, Issue , 2016, Pages 258-267

An adaptive PID like controller using mix locally recurrent neural network for robotic manipulator with variable payload

Author keywords

Artificial neural networks; Cuckoo search algorithm; On line learning; Recurrent neural networks; Robotic manipulator

Indexed keywords

CONTROLLERS; ELECTRIC CONTROL EQUIPMENT; FLEXIBLE MANIPULATORS; LEARNING ALGORITHMS; NEURAL NETWORKS; OPTIMIZATION; PROPORTIONAL CONTROL SYSTEMS; RECURRENT NEURAL NETWORKS; ROBOTICS; STABILITY CRITERIA; THREE TERM CONTROL SYSTEMS; TWO TERM CONTROL SYSTEMS; UNCERTAINTY ANALYSIS;

EID: 84966703602     PISSN: 00190578     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isatra.2016.01.016     Document Type: Article
Times cited : (40)

References (40)
  • 1
    • 84893485416 scopus 로고    scopus 로고
    • PID plus fuzzy controller structures as a design base for industrial applications
    • L. Reznik, O. Ghanayem, and A. Bourmistrov PID plus fuzzy controller structures as a design base for industrial applications Eng Appl Artif Intell 16 2003 227 236
    • (2003) Eng Appl Artif Intell , vol.16 , pp. 227-236
    • Reznik, L.1    Ghanayem, O.2    Bourmistrov, A.3
  • 4
    • 84859209840 scopus 로고    scopus 로고
    • Tuning of PID controller based on a multiobjective genetic algorithm applied to a robotic manipulator
    • H.V.H. Ayala, and Ld.S. Coelho Tuning of PID controller based on a multiobjective genetic algorithm applied to a robotic manipulator Expert Syst Appl 39 2012 8968 8974
    • (2012) Expert Syst Appl , vol.39 , pp. 8968-8974
    • Ayala, H.V.H.1    Coelho, Ld.S.2
  • 5
    • 80255137448 scopus 로고    scopus 로고
    • Tabu search algorithm based PID controller tuning for the desired system specifications
    • A. Bagis Tabu search algorithm based PID controller tuning for the desired system specifications J Frankl Inst 38 5 2011 2798 2812
    • (2011) J Frankl Inst , vol.38 , Issue.5 , pp. 2798-2812
    • Bagis, A.1
  • 6
    • 2942539776 scopus 로고    scopus 로고
    • A particle swarm optimization approach for optimum design of PID controller in AVR system
    • Z.-L. Gaing A particle swarm optimization approach for optimum design of PID controller in AVR system IEEE Trans Energy Convers 19 2 2004 384 391
    • (2004) IEEE Trans Energy Convers , vol.19 , Issue.2 , pp. 384-391
    • Gaing, Z.-L.1
  • 7
    • 84872341489 scopus 로고    scopus 로고
    • Cuckoo search algorithm: A metaheuristic approach to solve structural optimization problems
    • A.H. Gandomi, X.-S. Yang, and A.H. Alavi Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems Eng Comput 29 2013 17 35
    • (2013) Eng Comput , vol.29 , pp. 17-35
    • Gandomi, A.H.1    Yang, X.-S.2    Alavi, A.H.3
  • 8
    • 0025404409 scopus 로고
    • Fuzzy logic in control systems: Fuzzy logic controller- Part 1
    • C.C. Lee Fuzzy logic in control systems: fuzzy logic controller- Part 1 IEEE Trans Syst Man Cybern 20 2 1990 404 418
    • (1990) IEEE Trans Syst Man Cybern , vol.20 , Issue.2 , pp. 404-418
    • Lee, C.C.1
  • 9
    • 0030083062 scopus 로고    scopus 로고
    • Fuzzy control of a manipulator using the concept of sliding mode
    • Y. Ohtani, and T. Yoshimura Fuzzy control of a manipulator using the concept of sliding mode Int J Syst Sci 27 2 1996 179 186
    • (1996) Int J Syst Sci , vol.27 , Issue.2 , pp. 179-186
    • Ohtani, Y.1    Yoshimura, T.2
  • 10
    • 0032202975 scopus 로고    scopus 로고
    • Design of a hybrid fuzzy logic proportional plus conventional integral derivative controller
    • L. Wei Design of a hybrid fuzzy logic proportional plus conventional integral derivative controller IEEE Trans Fuzzy Syst 6 4 1998 449 463
    • (1998) IEEE Trans Fuzzy Syst , vol.6 , Issue.4 , pp. 449-463
    • Wei, L.1
  • 11
    • 0029697088 scopus 로고    scopus 로고
    • Conventional and fuzzy PID controllers: An overview
    • G. Chen Conventional and fuzzy PID controllers: an overview Int J Intell Control Syst 1 2 1996 235 246
    • (1996) Int J Intell Control Syst , vol.1 , Issue.2 , pp. 235-246
    • Chen, G.1
  • 13
    • 33750550350 scopus 로고    scopus 로고
    • Real-time implementation of fuzzy gain scheduling of PI controller for induction motor machine control
    • A. Hazzab, I.K. Bousserhane, M. Zerbo, and P. Sicard Real-time implementation of fuzzy gain scheduling of PI controller for induction motor machine control Neural Process Lett 24 2006 203 215
    • (2006) Neural Process Lett , vol.24 , pp. 203-215
    • Hazzab, A.1    Bousserhane, I.K.2    Zerbo, M.3    Sicard, P.4
  • 15
    • 67651208779 scopus 로고    scopus 로고
    • Real-coded genetic algorithm and fuzzy logic approach for real-time tuning of proportional-integral-derivative controller in automatic voltage regulator
    • D. Devaraj, and B. Selvabala Real-coded genetic algorithm and fuzzy logic approach for real-time tuning of proportional-integral-derivative controller in automatic voltage regulator IET Gener Transm Distrib 3 7 2009 641 649
    • (2009) IET Gener Transm Distrib , vol.3 , Issue.7 , pp. 641-649
    • Devaraj, D.1    Selvabala, B.2
  • 16
    • 59649094127 scopus 로고    scopus 로고
    • Fuzzy gain scheduling proportional-integral control for improving engine power and speed behavior in a hybrid electric vehicle
    • F.U. Syed, M.L. Kuang, M. Smith, S. Okubo, and H. Ying Fuzzy gain scheduling proportional-integral control for improving engine power and speed behavior in a hybrid electric vehicle IEEE Trans Veh Technol 58 1 2009 69 84
    • (2009) IEEE Trans Veh Technol , vol.58 , Issue.1 , pp. 69-84
    • Syed, F.U.1    Kuang, M.L.2    Smith, M.3    Okubo, S.4    Ying, H.5
  • 17
    • 84896708423 scopus 로고    scopus 로고
    • Alleviation of power fluctuation in a microgrid by electrolyzer based on optimal fuzzy gain scheduling PID control
    • T. Chaiyatham, and I. Ngamroo Alleviation of power fluctuation in a microgrid by electrolyzer based on optimal fuzzy gain scheduling PID control IEEJ Trans Electr Electron Eng 9 2014 158 164
    • (2014) IEEJ Trans Electr Electron Eng , vol.9 , pp. 158-164
    • Chaiyatham, T.1    Ngamroo, I.2
  • 18
    • 0028739866 scopus 로고
    • A robust fuzzy PI controller for a flexible-joint robot arm with uncertainties
    • Orlando, FL
    • Tang W, Chen G. A robust fuzzy PI controller for a flexible-joint robot arm with uncertainties. In: Proceedings of the Third IEEE Conference on Fuzzy Systems. Orlando, FL; 1994. p. 1554-9.
    • (1994) Proceedings of the Third IEEE Conference on Fuzzy Systems , pp. 1554-1559
    • Tang, W.1    Chen, G.2
  • 19
    • 0032031139 scopus 로고    scopus 로고
    • Mathematical modeling and fuzzy control of a flexible-link robot arm
    • P. Sooraksa, and G. Chen Mathematical modeling and fuzzy control of a flexible-link robot arm Math Comput Model 27 6 1998 73 93
    • (1998) Math Comput Model , vol.27 , Issue.6 , pp. 73-93
    • Sooraksa, P.1    Chen, G.2
  • 20
    • 0035605865 scopus 로고    scopus 로고
    • Hybrid fuzzy proportional-integral plus conventional derivative control of linear and nonlinear systems
    • M.J. Er, and Y.L. Sun Hybrid fuzzy proportional-integral plus conventional derivative control of linear and nonlinear systems IEEE Trans Ind Electron 48 6 2001 1109 1117
    • (2001) IEEE Trans Ind Electron , vol.48 , Issue.6 , pp. 1109-1117
    • Er, M.J.1    Sun, Y.L.2
  • 21
    • 0035899610 scopus 로고    scopus 로고
    • Tracking control of a manipulator under uncertainty by fuzzy P+ID controller
    • W. Li, X.G. Chang, F.M. Wahl, and J. Farrell Tracking control of a manipulator under uncertainty by fuzzy P+ID controller Fuzzy Sets Syst 122 2001 125 137
    • (2001) Fuzzy Sets Syst , vol.122 , pp. 125-137
    • Li, W.1    Chang, X.G.2    Wahl, F.M.3    Farrell, J.4
  • 22
    • 84857418837 scopus 로고    scopus 로고
    • Fuzzy self-tuning PID semiglobal regulator for robotic manipulators
    • J.L. Meza, V. Santianez, R. Soto, and M.A. Llama Fuzzy self-tuning PID semiglobal regulator for robotic manipulators IEEE Trans Ind Electron 59 6 2012 2709 2717
    • (2012) IEEE Trans Ind Electron , vol.59 , Issue.6 , pp. 2709-2717
    • Meza, J.L.1    Santianez, V.2    Soto, R.3    Llama, M.A.4
  • 26
    • 84876988608 scopus 로고    scopus 로고
    • A survey on optimization metaheuristics
    • I. Boussaïda, J. Lepagnot, and P. Siarry A survey on optimization metaheuristics Inf Sci 237 2013 82 117
    • (2013) Inf Sci , vol.237 , pp. 82-117
    • Boussaïda, I.1    Lepagnot, J.2    Siarry, P.3
  • 27
    • 34547915248 scopus 로고    scopus 로고
    • Development of a self-tuned neuro-fuzzy controller for induction motor drives
    • M.N. Uddin, and H. Wen Development of a self-tuned neuro-fuzzy controller for induction motor drives IEEE Trans Ind Appl 43 4 2007 1108 1116
    • (2007) IEEE Trans Ind Appl , vol.43 , Issue.4 , pp. 1108-1116
    • Uddin, M.N.1    Wen, H.2
  • 28
    • 33745147536 scopus 로고    scopus 로고
    • Optimizing fuzzy neural networks for tuning PID controllers using an orthogonal simulated annealing algorithm OSA
    • S.-J. Ho, L.S. Shu, and S.Y. Ho Optimizing fuzzy neural networks for tuning PID controllers using an orthogonal simulated annealing algorithm OSA IEEE Trans Fuzzy Syst 14 3 2006 421 434
    • (2006) IEEE Trans Fuzzy Syst , vol.14 , Issue.3 , pp. 421-434
    • Ho, S.-J.1    Shu, L.S.2    Ho, S.Y.3
  • 29
    • 70349619177 scopus 로고    scopus 로고
    • PID-Like neural network nonlinear adaptive control for uncertain multivariable motion control systems
    • S. Cong, and Y. Liang PID-Like neural network nonlinear adaptive control for uncertain multivariable motion control systems IEEE Trans Ind Electron 56 10 2009 3872 3879
    • (2009) IEEE Trans Ind Electron , vol.56 , Issue.10 , pp. 3872-3879
    • Cong, S.1    Liang, Y.2
  • 30
    • 85008039450 scopus 로고    scopus 로고
    • Online sequential fuzzy extreme learning machine for function approximation and classification problems
    • H.J. Rong, G.B. Huang, N. Sundararajan, and P. Saratchandran Online sequential fuzzy extreme learning machine for function approximation and classification problems IEEE Trans Syst Man Cybern Part B: Cybern 39 4 2009 1067 1072
    • (2009) IEEE Trans Syst Man Cybern Part B: Cybern , vol.39 , Issue.4 , pp. 1067-1072
    • Rong, H.J.1    Huang, G.B.2    Sundararajan, N.3    Saratchandran, P.4
  • 31
    • 84905402646 scopus 로고    scopus 로고
    • ANN based self tuned PID like adaptive controller design for high performance PMSM position control
    • Vikas Kumar, Prerna Gaur, and A.P. Mittal ANN based self tuned PID like adaptive controller design for high performance PMSM position control ESWA 31 6 2014 7995 8002
    • (2014) ESWA , vol.31 , Issue.6 , pp. 7995-8002
    • Kumar, V.1    Gaur, P.2    Mittal, A.P.3
  • 33
    • 0003488049 scopus 로고    scopus 로고
    • Neural Networks, and Genetic Algorithms Springer Science and Business Media New York
    • D. Ruan Intelligent hybrid systems: fuzzy logic 1997 Neural Networks, and Genetic Algorithms Springer Science and Business Media New York
    • (1997) Intelligent Hybrid Systems: Fuzzy Logic
    • Ruan, D.1
  • 34
    • 0004236492 scopus 로고    scopus 로고
    • 3rd ed. MD: The Johns Hopkins Univ. Press Baltimore
    • G.H. Golub, and C.F.V. Loan Matrix computations 3rd ed. 1996 MD: The Johns Hopkins Univ. Press Baltimore
    • (1996) Matrix Computations
    • Golub, G.H.1    Loan, C.F.V.2
  • 35
    • 84872341489 scopus 로고    scopus 로고
    • Cuckoo search algorithm: A metaheuristic approach to solve structural optimization problems
    • A.H. Gandomi, X.-S. Yang, and A.H. Alavi Cuckoo search algorithm: a metaheuristic approach to solve structural optimization problems Eng Comput 29 2013 17 35
    • (2013) Eng Comput , vol.29 , pp. 17-35
    • Gandomi, A.H.1    Yang, X.-S.2    Alavi, A.H.3
  • 37
    • 84872494306 scopus 로고    scopus 로고
    • Cuckoo search algorithm for the selection of optimal machining parameters in milling operations
    • A.R. Yildiz Cuckoo search algorithm for the selection of optimal machining parameters in milling operations Int J Adv Manuf. Technol 64 1-4 2013 55 61
    • (2013) Int J Adv Manuf. Technol , vol.64 , Issue.1-4 , pp. 55-61
    • Yildiz, A.R.1
  • 38
    • 84858985277 scopus 로고    scopus 로고
    • Engineering optimization by cuckoo search
    • X.-S. Yang, and S. Deb Engineering optimization by cuckoo search Int J Math Modell Numer Optim 1 4 2010 330 343
    • (2010) Int J Math Modell Numer Optim , vol.1 , Issue.4 , pp. 330-343
    • Yang, X.-S.1    Deb, S.2
  • 39
    • 3142681017 scopus 로고    scopus 로고
    • Adaptive MNN control for a class of non-affine NARMAX system with disturbances
    • S.S. Ge, J. Zhang, and T.H. Lee Adaptive MNN control for a class of non-affine NARMAX system with disturbances Syst Control Lett 53 2004 1 12
    • (2004) Syst Control Lett , vol.53 , pp. 1-12
    • Ge, S.S.1    Zhang, J.2    Lee, T.H.3


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