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Volumn 8, Issue 6, 2010, Pages 1296-1305

A RBF neural network sliding mode controller for SMA actuator

Author keywords

Adaptive control; RBF neural network; shape memory alloy control; sliding mode control

Indexed keywords

ADAPTIVE CONTROL; ASYMPTOTICALLY STABLE; EQUIVALENT CONTROL; HYSTERESIS PHENOMENON; LYAPUNOV THEORIES; NEURAL NETWORK CONTROL; ONLINE LEARNING; PARAMETER UNCERTAINTY; RADIAL BASIS FUNCTION NEURAL NETWORKS; RBF NEURAL NETWORK; SHAPE MEMORY ALLOY; SHAPE MEMORY ALLOY ACTUATORS; SLIDING MODE CONTROLLER; SLIDING MODES; SMA ACTUATORS; TRACKING CONTROLS;

EID: 78651349784     PISSN: 15986446     EISSN: 20054092     Source Type: Journal    
DOI: 10.1007/s12555-010-0615-8     Document Type: Article
Times cited : (43)

References (28)
  • 2
    • 34548310420 scopus 로고    scopus 로고
    • Design and characterization of a novel hybrid actuator using shape memory alloy and DC micro motor for minimally invasive surgery applications
    • 10.1109/TMECH.2007.901940
    • V. R. C. Kode M. C. Cavusoglu M. Azar 2007 Design and characterization of a novel hybrid actuator using shape memory alloy and DC micro motor for minimally invasive surgery applications IEEE/ASME Trans Mech 2 4 455 464 10.1109/TMECH.2007.901940
    • (2007) IEEE/ASME Trans Mech , vol.2 , Issue.4 , pp. 455-464
    • Kode, V.R.C.1    Cavusoglu, M.C.2    Azar, M.3
  • 4
    • 0036775717 scopus 로고    scopus 로고
    • Nonlinear control of a shape memory alloy actuated manipulator
    • H. E. Mohammad A. Hashem 2002 Nonlinear control of a shape memory alloy actuated manipulator Trans. of the ASME 124 4 566 575
    • (2002) Trans. of the ASME , vol.124 , Issue.4 , pp. 566-575
    • Mohammad, H.E.1    Hashem, A.2
  • 6
    • 33845239218 scopus 로고    scopus 로고
    • Position control of shape memory alloy actuators using self tuning fuzzy PID controller
    • K. K. Ahn N. B. Kha 2006 Position control of shape memory alloy actuators using self tuning fuzzy PID controller International Journal of Control, Automation, and Systems 4 6 756 762
    • (2006) International Journal of Control, Automation, and Systems , vol.4 , Issue.6 , pp. 756-762
    • Ahn, K.K.1    Kha, N.B.2
  • 7
    • 34247644803 scopus 로고    scopus 로고
    • Internal model control for shape memory alloy actuators using fuzzy based preisach model
    • 10.1016/j.sna.2006.12.011
    • K. K. Ahn N. B. Kha 2007 Internal model control for shape memory alloy actuators using fuzzy based preisach model Sensors and Actuators A: Physical 136 2 730 741 10.1016/j.sna.2006.12.011
    • (2007) Sensors and Actuators A: Physical , vol.136 , Issue.2 , pp. 730-741
    • Ahn, K.K.1    Kha, N.B.2
  • 8
    • 4043164403 scopus 로고    scopus 로고
    • Position control of shape memory alloy actuators with internal electrical resistance feedback using neural networks
    • 10.1088/0964-1726/13/4/015
    • N. Ma G. Song H.-J. Lee 2004 Position control of shape memory alloy actuators with internal electrical resistance feedback using neural networks Smart Materials and Structures 13 4 777 783 10.1088/0964-1726/13/4/015
    • (2004) Smart Materials and Structures , vol.13 , Issue.4 , pp. 777-783
    • Ma, N.1    Song, G.2    Lee, H.-J.3
  • 9
    • 0030214132 scopus 로고    scopus 로고
    • Robust sliding mode controller with fuzzy tuning
    • 10.1049/el:19961085 421868
    • Q. P. Ha 1996 Robust sliding mode controller with fuzzy tuning Electronics Letters 32 17 1626 1628 10.1049/el:19961085 421868
    • (1996) Electronics Letters , vol.32 , Issue.17 , pp. 1626-1628
    • Ha, Q.P.1
  • 10
    • 0032074028 scopus 로고    scopus 로고
    • Adaptive fuzzy sliding mode control of nonlinear systems
    • 10.1109/91.669032
    • B. Yoo W. Ham 1998 Adaptive fuzzy sliding mode control of nonlinear systems IEEE Trans. on Fuzzy Systems 6 2 315 321 10.1109/91.669032
    • (1998) IEEE Trans. on Fuzzy Systems , vol.6 , Issue.2 , pp. 315-321
    • Yoo, B.1    Ham, W.2
  • 11
    • 78651365705 scopus 로고    scopus 로고
    • Design of fuzzy-sliding mode control with the self tuning fuzzy inference based on genetic algorithm and its application
    • S. J. Go M. C. Lee M. K. Park 2001 Design of fuzzy-sliding mode control with the self tuning fuzzy inference based on genetic algorithm and its application Transactions on Control, Automation and Systems Engineering 3 1 58 65
    • (2001) Transactions on Control, Automation and Systems Engineering , vol.3 , Issue.1 , pp. 58-65
    • Go, S.J.1    Lee, M.C.2    Park, M.K.3
  • 12
    • 2942630124 scopus 로고    scopus 로고
    • Adaptive fuzzy slidingmode control for induction servomotor systems
    • 10.1109/TEC.2003.821859 2055558
    • C. M. Lin C. F. Hsu 2004 Adaptive fuzzy slidingmode control for induction servomotor systems IEEE Trans. on Energy Conversion 19 2 362 368 10.1109/TEC.2003.821859 2055558
    • (2004) IEEE Trans. on Energy Conversion , vol.19 , Issue.2 , pp. 362-368
    • Lin, C.M.1    Hsu, C.F.2
  • 14
    • 0030775798 scopus 로고    scopus 로고
    • Neural network sliding mode control
    • 10.1017/S0263574797000040
    • K. Jezernik M. Rodic R. Safaric B. Curk 1997 Neural network sliding mode control Robotica 15 23 30 10.1017/S0263574797000040
    • (1997) Robotica , vol.15 , pp. 23-30
    • Jezernik, K.1    Rodic, M.2    Safaric, R.3    Curk, B.4
  • 15
    • 0034135427 scopus 로고    scopus 로고
    • Neuro sliding mode control of robotic manipulators
    • 10.1016/S0957-4158(99)00057-4
    • M. Ertugrul O. Kaynak 2000 Neuro sliding mode control of robotic manipulators Mechatronics 10 1-2 239 263 10.1016/S0957-4158(99)00057-4
    • (2000) Mechatronics , vol.10 , Issue.12 , pp. 239-263
    • Ertugrul, M.1    Kaynak, O.2
  • 16
    • 67949095962 scopus 로고    scopus 로고
    • Neural network sliding mode control based on on-line identification for electric vehicle with ultracapacitor-battery hybrid power
    • 10.1007/s12555-009-0310-9
    • J. B. Cao B. G. Cao 2009 Neural network sliding mode control based on on-line identification for electric vehicle with ultracapacitor-battery hybrid power International Journal of Control, Automation, and Systems 7 3 409 418 10.1007/s12555-009-0310-9
    • (2009) International Journal of Control, Automation, and Systems , vol.7 , Issue.3 , pp. 409-418
    • Cao, J.B.1    Cao, B.G.2
  • 17
    • 0031166542 scopus 로고    scopus 로고
    • Variable structure control of shape memory alloy actuators
    • 10.1109/37.588180
    • G. Grant V. Hayward 1997 Variable structure control of shape memory alloy actuators IEEE Control Systems Magazine 17 3 80 88 10.1109/37.588180
    • (1997) IEEE Control Systems Magazine , vol.17 , Issue.3 , pp. 80-88
    • Grant, G.1    Hayward, V.2
  • 18
    • 77953671599 scopus 로고    scopus 로고
    • Robust control of a class of mechanical systems actuated by shape memory alloys
    • January
    • H. Ashrafiuon and V. R. Jala, "Robust control of a class of mechanical systems actuated by shape memory alloys," ASME Journal of Dynamic Systems, Measurement and Control, vol. 131, no. 1, January 2009.
    • (2009) ASME Journal of Dynamic Systems, Measurement and Control , vol.131 , Issue.1
    • Ashrafiuon, H.1    Jala, V.R.2
  • 19
    • 0037392655 scopus 로고    scopus 로고
    • Precision tracking control of shape memory alloy actuators using neural networks and a sliding-mode based robust controller
    • 10.1088/0964-1726/12/2/310
    • G. Song V. Chaudhry C. Batur 2003 Precision tracking control of shape memory alloy actuators using neural networks and a sliding-mode based robust controller Smart Materials and Structures 12 2 223 231 10.1088/0964-1726/12/2/ 310
    • (2003) Smart Materials and Structures , vol.12 , Issue.2 , pp. 223-231
    • Song, G.1    Chaudhry, V.2    Batur, C.3
  • 20
    • 0032122181 scopus 로고    scopus 로고
    • Modeling and L2-stability of a shape memory alloy position control system
    • 10.1109/87.701339
    • D. R. Madill D. Wang 1998 Modeling and L2-stability of a shape memory alloy position control system IEEE Trans. on Control Systems Technology 6 4 473 581 10.1109/87.701339
    • (1998) IEEE Trans. on Control Systems Technology , vol.6 , Issue.4 , pp. 473-581
    • Madill, D.R.1    Wang, D.2
  • 21
    • 57149101712 scopus 로고    scopus 로고
    • A mathematical model for the strain-temperature hysteresis of shape memory alloy actuators
    • 10.1016/j.matdes.2008.05.062
    • M. M. S. F. Nascimento C. J. de Araújo L. A. L. de Almeida J. S. da Rocha Neto A. M. N. Lima 2009 A mathematical model for the strain-temperature hysteresis of shape memory alloy actuators Materials and Design 30 3 551 556 10.1016/j.matdes.2008.05.062
    • (2009) Materials and Design , vol.30 , Issue.3 , pp. 551-556
    • Nascimento, M.M.S.F.1    De Araújo, C.J.2    De Almeida, L.A.L.3    Da Rocha Neto, J.S.4    Lima, A.M.N.5
  • 22
    • 2342466082 scopus 로고    scopus 로고
    • Modeling of transformation-induced plasticity and its effect on the behavior of porous shape memory alloys. Part I: Constitutive model for fully dense SMAs
    • D. C. Lagoudas P. B. Entchev 2004 Modeling of transformation-induced plasticity and its effect on the behavior of porous shape memory alloys. Part I: constitutive model for fully dense SMAs Mechanics of Materials 36 9 865 892
    • (2004) Mechanics of Materials , vol.36 , Issue.9 , pp. 865-892
    • Lagoudas, D.C.1    Entchev, P.B.2
  • 23
    • 18844367424 scopus 로고    scopus 로고
    • Differential hysteresis modeling of a shape memory alloy wire actuator
    • April
    • S. Dutta and F. Ghorbel, "Differential hysteresis modeling of a shape memory alloy wire actuator," IEEE/ASME Trans. on Mechatronics, vol. 10, no. 2, April 2005.
    • (2005) IEEE/ASME Trans. on Mechatronics , vol.10 , Issue.2
    • Dutta, S.1    Ghorbel, F.2
  • 24
    • 0029280595 scopus 로고
    • Image segmentation using fuzzy rules derived from k-means clusters
    • 10.1117/12.203077
    • Z. Chi H. Yan 1995 Image segmentation using fuzzy rules derived from k-means clusters Journal of Electronic Imaging 4 2 199 206 10.1117/12.203077
    • (1995) Journal of Electronic Imaging , vol.4 , Issue.2 , pp. 199-206
    • Chi, Z.1    Yan, H.2
  • 26
    • 78651353160 scopus 로고    scopus 로고
    • Fuzzy indirect adaptive control scheme for nonlinear systems based on lyapunov approach and sliding mode
    • H. Abid M. Chtourou A. Toumi 2007 Fuzzy indirect adaptive control scheme for nonlinear systems based on lyapunov approach and sliding mode International Journal of Computational Cognition 5 1 36 43
    • (2007) International Journal of Computational Cognition , vol.5 , Issue.1 , pp. 36-43
    • Abid, H.1    Chtourou, M.2    Toumi, A.3
  • 27
    • 73849124644 scopus 로고    scopus 로고
    • Sliding mode control for a class of uncertain nonlinear system based on disturbance observer
    • M. Chen W. H. Chen 2009 Sliding mode control for a class of uncertain nonlinear system based on disturbance observer International Journal of Adaptive Control and Signal 24 1 51 64
    • (2009) International Journal of Adaptive Control and Signal , vol.24 , Issue.1 , pp. 51-64
    • Chen, M.1    Chen, W.H.2
  • 28
    • 0029287724 scopus 로고
    • Fuzzy logic controllers are universal approximators
    • 10.1109/21.370193
    • J. L. Castrol 1995 Fuzzy logic controllers are universal approximators IEEE Trans. on Systems, Man, and Cybernetics 25 4 629 635 10.1109/21.370193
    • (1995) IEEE Trans. on Systems, Man, and Cybernetics , vol.25 , Issue.4 , pp. 629-635
    • Castrol, J.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.