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      KCI등재 SCIE SCOPUS

      Fault Diagnosis and Fault Tolerant Control for Manipulator with Actuator Multiplicative Fault

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      https://www.riss.kr/link?id=A107270575

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      다국어 초록 (Multilingual Abstract)

      In this paper, a new fault diagnosis and fault tolerant control algorithm for manipulators with actuator multiplicative fault is proposed. The dynamic model of the manipulator with disturbance is taken as the research object. When faults occur in the ...

      In this paper, a new fault diagnosis and fault tolerant control algorithm for manipulators with actuator multiplicative fault is proposed. The dynamic model of the manipulator with disturbance is taken as the research object. When faults occur in the actuator, a nonlinear observer based on radial basis function (RBF) neural network is used to estimate the fault information. After the fault information is obtained, an adaptive back-stepping sliding mode controller is used to control the manipulator to reach the desired trajectory. At last, an illustrated example is given to demonstrate the efficiency of the proposed algorithm, and satisfactory results have been obtained.

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      참고문헌 (Reference)

      1 K. Mohamed, "Unknown inputs observer for a class of nonlinear uncertain systems : An LMI approach" 9 (9): 331-336, 2012

      2 A. Akhenak, "Sliding mode multiple observer for fault detection and isolation" 953-958, 2003

      3 H. J. Ma, "Simultaneous fault diagnosis for robot manipulators with actuator and sensor faults" 366 (366): 12-30, 2016

      4 M. Chen, "Sensor fault diagnosis for a class of time delay uncertain nonlinear systems using neural network" 5 (5): 401-405, 2008

      5 M. X. Jia, "Robust nonlinear fault diagnosis for sensors based on the RBF neural network" 25 (25): 719-722, 2004

      6 P. Gaetano, "Robust fault detection and isolation for proprioceptive sensors of robot manipulators" 20 (20): 162-170, 2010

      7 Z. Shen, "Robust adaptive faulttolerant control of mobile robots with varying center of mass" 65 (65): 2419-2428, 2017

      8 M. J. Er, "Robust adaptive control of robot manipulators using generalized fuzzy neural networks" 50 (50): 620-628, 2003

      9 Kun-Yung Chen, "Robust Optimal Adaptive Sliding Mode Control with the Disturbance Observer for a Manipulator Robot System" 제어·로봇·시스템학회 16 (16): 1701-1715, 2018

      10 J. Cheng, "Quantized nonstationary filtering of networked Markov switching RSNSs : A multiple hierarchical structure strategy" 1-8, 2019

      1 K. Mohamed, "Unknown inputs observer for a class of nonlinear uncertain systems : An LMI approach" 9 (9): 331-336, 2012

      2 A. Akhenak, "Sliding mode multiple observer for fault detection and isolation" 953-958, 2003

      3 H. J. Ma, "Simultaneous fault diagnosis for robot manipulators with actuator and sensor faults" 366 (366): 12-30, 2016

      4 M. Chen, "Sensor fault diagnosis for a class of time delay uncertain nonlinear systems using neural network" 5 (5): 401-405, 2008

      5 M. X. Jia, "Robust nonlinear fault diagnosis for sensors based on the RBF neural network" 25 (25): 719-722, 2004

      6 P. Gaetano, "Robust fault detection and isolation for proprioceptive sensors of robot manipulators" 20 (20): 162-170, 2010

      7 Z. Shen, "Robust adaptive faulttolerant control of mobile robots with varying center of mass" 65 (65): 2419-2428, 2017

      8 M. J. Er, "Robust adaptive control of robot manipulators using generalized fuzzy neural networks" 50 (50): 620-628, 2003

      9 Kun-Yung Chen, "Robust Optimal Adaptive Sliding Mode Control with the Disturbance Observer for a Manipulator Robot System" 제어·로봇·시스템학회 16 (16): 1701-1715, 2018

      10 J. Cheng, "Quantized nonstationary filtering of networked Markov switching RSNSs : A multiple hierarchical structure strategy" 1-8, 2019

      11 F. Caccavale, "Observer-based fault detection for robot manipulators" 2881-2887, 1997

      12 Y. Yin, "Observer-based adaptive sliding mode control of NPC converters : An RBF neural network approach" 34 (34): 3831-3841, 2018

      13 L. M. Capisani, "Manipulator fault diagnosis via higher order slidingmode observers" 59 (59): 3979-3986, 2012

      14 Z. Skaf, "Fault tolerant control based on stochastic distribution via RBF neural networks" 22 (22): 63-69, 2011

      15 A. Freddi, "Fault tolerant control acheme for robotic manipulators affected by torque faults" 51 (51): 886-893, 2018

      16 M. L. Mcintyre, "Fault identification for robot manipulators" 21 (21): 1028-1034, 2005

      17 Y. Gao, "Fault deviation estimation and integral sliding mode control design for Lipschitz nonlinear systems" 123 : 8-15, 2019

      18 Y. Gao, "Distributed soft fault detection for interval type-2 fuzzy-model-based stochastic systems with wireless sensor networks" 11 (11): 84-89, 2017

      19 H. Yang, "Back-stepping control of two-link flexible manipulator based on an extended state observer" 56 (56): 2312-2322, 2015

      20 X. Yan, "An adaptive observerbased fault detection and diagnosis for nonlinear systems with sensor and actuator faults" 491-496, 2015

      21 M. Van, "An adaptive backstepping nonsingular fast terminal sliding mode control for robust fault tolerant control of robot manipulators" 49 (49): 1448-1458, 2019

      22 M. D. Tran, "Adaptive terminal sliding mode control of uncertain robotic manipulators based on local approximation of a dynamic system" 228 (228): 231-240, 2016

      23 N. Nikdel, "Adaptive backstepping control for an N-degree of freedom robotic manipulator based on combined state augmentation" 44 : 129-143, 2017

      24 Ali Karami-Mollaee, "Adaptive Fuzzy Fault Tolerant Control Using Dynamic Sliding Mode" 제어·로봇·시스템학회 16 (16): 360-367, 2018

      25 F. Caccavale, "Actuators fault diagnosis for robot manipulators with uncertain model" 17 (17): 146-157, 2009

      26 Z. Gao, "Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems" 43 (43): 912-920, 2007

      27 S. C. Guo, "Actuator fault detection and isolation for robot manipulators with the adaptive observer" 483 : 529-532, 2012

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-12-29 학회명변경 한글명 : 제어ㆍ로봇ㆍ시스템학회 -> 제어·로봇·시스템학회 KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2007-10-29 학회명변경 한글명 : 제어ㆍ자동화ㆍ시스템공학회 -> 제어ㆍ로봇ㆍ시스템학회
      영문명 : The Institute Of Control, Automation, And Systems Engineers, Korea -> Institute of Control, Robotics and Systems
      KCI등재
      2005-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2004-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2002-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.35 0.6 1.07
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.88 0.73 0.388 0.04
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