Fault detection for linear discrete time-varying systems with multiplicative noise based on parity space method
This paper addresses the robust fault diagnosis problem for a class of linear discrete time-varying systems with multiplicative noise based on parity space method. A novel fault detection performance index, in terms of stochastic robustness/sensitivity ratio, is proposed to establish the residual ge...
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| Published in | ISA transactions Vol. 121; pp. 156 - 170 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
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Elsevier Ltd
01.02.2022
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| Abstract | This paper addresses the robust fault diagnosis problem for a class of linear discrete time-varying systems with multiplicative noise based on parity space method. A novel fault detection performance index, in terms of stochastic robustness/sensitivity ratio, is proposed to establish the residual generator. A computationally attractive recursive algorithm, is put forward to obtain the complex matrix involved in the aforementioned fault detection performance index. Drawing support of random matrix analysis and calculation, the corresponding solution is derived in an analytical form via solving a multi-objective optimization problem. By means of Randomized Algorithms, two fault detection threshold setting algorithms are provided subsequently to achieve residual performance assessment by taking into account the fault detection rate and false alarm rate in the probabilistic framework. Two illustrative examples are finally provided to illustrate the effectiveness of the proposed scheme.
•A novel two objective performance index in stochastic sense, is proposed for the considered stochastic systems.•An analytical form rather than a numerical one of the optimal parity vector method is obtained with computational efficiency.•Two fault detection threshold setting methods in the probabilistic framework are presented. |
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| AbstractList | This paper addresses the robust fault diagnosis problem for a class of linear discrete time-varying systems with multiplicative noise based on parity space method. A novel fault detection performance index, in terms of stochastic robustness/sensitivity ratio, is proposed to establish the residual generator. A computationally attractive recursive algorithm, is put forward to obtain the complex matrix involved in the aforementioned fault detection performance index. Drawing support of random matrix analysis and calculation, the corresponding solution is derived in an analytical form via solving a multi-objective optimization problem. By means of Randomized Algorithms, two fault detection threshold setting algorithms are provided subsequently to achieve residual performance assessment by taking into account the fault detection rate and false alarm rate in the probabilistic framework. Two illustrative examples are finally provided to illustrate the effectiveness of the proposed scheme.
•A novel two objective performance index in stochastic sense, is proposed for the considered stochastic systems.•An analytical form rather than a numerical one of the optimal parity vector method is obtained with computational efficiency.•Two fault detection threshold setting methods in the probabilistic framework are presented. This paper addresses the robust fault diagnosis problem for a class of linear discrete time-varying systems with multiplicative noise based on parity space method. A novel fault detection performance index, in terms of stochastic robustness/sensitivity ratio, is proposed to establish the residual generator. A computationally attractive recursive algorithm, is put forward to obtain the complex matrix involved in the aforementioned fault detection performance index. Drawing support of random matrix analysis and calculation, the corresponding solution is derived in an analytical form via solving a multi-objective optimization problem. By means of Randomized Algorithms, two fault detection threshold setting algorithms are provided subsequently to achieve residual performance assessment by taking into account the fault detection rate and false alarm rate in the probabilistic framework. Two illustrative examples are finally provided to illustrate the effectiveness of the proposed scheme.This paper addresses the robust fault diagnosis problem for a class of linear discrete time-varying systems with multiplicative noise based on parity space method. A novel fault detection performance index, in terms of stochastic robustness/sensitivity ratio, is proposed to establish the residual generator. A computationally attractive recursive algorithm, is put forward to obtain the complex matrix involved in the aforementioned fault detection performance index. Drawing support of random matrix analysis and calculation, the corresponding solution is derived in an analytical form via solving a multi-objective optimization problem. By means of Randomized Algorithms, two fault detection threshold setting algorithms are provided subsequently to achieve residual performance assessment by taking into account the fault detection rate and false alarm rate in the probabilistic framework. Two illustrative examples are finally provided to illustrate the effectiveness of the proposed scheme. This paper addresses the robust fault diagnosis problem for a class of linear discrete time-varying systems with multiplicative noise based on parity space method. A novel fault detection performance index, in terms of stochastic robustness/sensitivity ratio, is proposed to establish the residual generator. A computationally attractive recursive algorithm, is put forward to obtain the complex matrix involved in the aforementioned fault detection performance index. Drawing support of random matrix analysis and calculation, the corresponding solution is derived in an analytical form via solving a multi-objective optimization problem. By means of Randomized Algorithms, two fault detection threshold setting algorithms are provided subsequently to achieve residual performance assessment by taking into account the fault detection rate and false alarm rate in the probabilistic framework. Two illustrative examples are finally provided to illustrate the effectiveness of the proposed scheme. |
| Author | Wu, Yutao Zhao, Dong Liu, Shuai Li, Yueyang |
| Author_xml | – sequence: 1 givenname: Yutao orcidid: 0000-0001-5711-8606 surname: Wu fullname: Wu, Yutao organization: School of Electrical Engineering, University of Jinan, Jinan 250022, China – sequence: 2 givenname: Dong orcidid: 0000-0002-2011-0579 surname: Zhao fullname: Zhao, Dong organization: Institute for Automatic Control and Complex Systems, University of Duisburg–Essen, Duisburg, 47057, Germany – sequence: 3 givenname: Shuai surname: Liu fullname: Liu, Shuai organization: School of Control Science and Engineering, Shandong University, Jinan 250061, China – sequence: 4 givenname: Yueyang orcidid: 0000-0002-1614-0302 surname: Li fullname: Li, Yueyang email: cse_liyy@ujn.edu.cn organization: School of Electrical Engineering, University of Jinan, Jinan 250022, China |
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| Cites_doi | 10.1109/TCSI.2018.2832229 10.1109/TNS.2018.2803658 10.1016/j.automatica.2014.12.043 10.1016/j.automatica.2009.06.031 10.1016/j.fss.2016.03.007 10.1016/j.conengprac.2014.01.013 10.1016/j.isatra.2019.09.020 10.1109/ISIE.2018.8433748 10.1002/asjc.1041 10.1109/9.272354 10.1016/S1474-6670(17)34898-X 10.1109/TFUZZ.2017.2725228 10.1016/j.jfranklin.2019.01.009 10.1016/j.automatica.2014.10.026 10.1016/0005-1098(90)90018-D 10.1109/TAC.2016.2532381 10.1109/TFUZZ.2018.2826467 10.1016/j.jfranklin.2016.10.011 10.1016/j.automatica.2015.06.013 10.1109/TVT.2016.2628054 10.1016/j.neucom.2018.08.087 10.1016/j.sysconle.2014.01.011 10.1016/j.arcontrol.2004.12.002 10.1016/j.sysconle.2004.08.009 10.1080/00207720802556237 10.1109/TIE.2016.2636814 10.1016/j.neucom.2018.04.037 10.1016/j.chemolab.2019.03.004 10.1177/0142331219874229 10.1109/TMECH.2014.2329005 10.1016/j.automatica.2019.05.037 10.1016/j.isatra.2013.12.032 10.1016/j.neucom.2016.06.016 10.1109/MCS.2017.2718830 10.1109/TIE.2017.2733501 10.1002/rnc.3221 |
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| Keywords | Multiplicative noise Computational efficiency Fault detection Parity space Time-varying system |
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| References | Khan, Abid, Ding (b36) 2014; 67 Li, Karimi, Zhong, Ding, Liu (b20) 2018; 65 Isermann (b4) 2005; 29 Li, Liu, Wang (b22) 2014; 18 Song, Hu, Chen (b15) 2016; 214 Chen, Chowdhury, Djuric, Yeh (b10) 2014; 53 Ding, Li, Krueger (b39) 2019; 107 Mao, Zhan, Tao (b7) 2017; 66 Dong, Wang, Ding (b14) 2014; 50 Wang, Jiang, Li, Liu (b21) 2017; 306 Tempo, Calafiore, Dabbene (b40) 2005 Wang, Liu, Xiao (b13) 2017; 354 Chen, Ding, Peng (b17) 2017; 65 Elia (b18) 2005; 54 Wu, Liu, Li (b31) 2020; 42 Gao, Yang, Li (b23) 2019; 346 Li, Liu, Jiang (b35) 2015; 56 Cheng, Wu, Liu (b9) 2019; 188 Li, Wang, Ding (b24) 2015; 25 Zhong, Ding, Shi (b29) 2009; 40 Zhong, Song, Ding (b37) 2015; 59 Hagenblad, Gustafsson, Klein (b41) 2003; 36 Yang, Ding, Li (b6) 2016; 61 Shmaliy, Zhao, Ahn (b33) 2017; 37 Zhao, Shmaliy, Shi (b34) 2017; 64 Ding (b1) 2008 Frank (b3) 1990; 26 Ye, Luo (b8) 2019; 356 Gershon, Shaked, Yaesh (b16) 2005 Magni, Mouyon (b25) 1994; 39 Wang, Ye, Ding (b30) 2009; 45 Karimi (b2) 2018 Zhong, Xue, Ding (b19) 2018; 306 Wang, Gao, Chen (b26) 2014; 20 Wu, Jiang, Wang (b11) 2020; 99 Zhang, Nguang, Srinivasan (b12) 2018; 26 Nocedal, Wright (b38) 1999 Wu Y, Li Y, Li M et al. Fault diagnosis of linear discrete time-varying system with multiplicative noise based on parity space method. In: 2018 IEEE 27th international symposium on industrial electronics; 2018. p. 957–62. Sungwhan, Jiang (b28) 2018; 65 Dong, Wu, Shi, Karimi (b5) 2018; 26 Odendaal, Jones (b27) 2014; 26 Zhang (10.1016/j.isatra.2021.04.018_b12) 2018; 26 Gershon (10.1016/j.isatra.2021.04.018_b16) 2005 Isermann (10.1016/j.isatra.2021.04.018_b4) 2005; 29 Dong (10.1016/j.isatra.2021.04.018_b5) 2018; 26 Ding (10.1016/j.isatra.2021.04.018_b1) 2008 Sungwhan (10.1016/j.isatra.2021.04.018_b28) 2018; 65 Elia (10.1016/j.isatra.2021.04.018_b18) 2005; 54 Zhong (10.1016/j.isatra.2021.04.018_b19) 2018; 306 Zhao (10.1016/j.isatra.2021.04.018_b34) 2017; 64 Li (10.1016/j.isatra.2021.04.018_b22) 2014; 18 Song (10.1016/j.isatra.2021.04.018_b15) 2016; 214 Gao (10.1016/j.isatra.2021.04.018_b23) 2019; 346 Ding (10.1016/j.isatra.2021.04.018_b39) 2019; 107 Li (10.1016/j.isatra.2021.04.018_b24) 2015; 25 Wang (10.1016/j.isatra.2021.04.018_b26) 2014; 20 Chen (10.1016/j.isatra.2021.04.018_b17) 2017; 65 Khan (10.1016/j.isatra.2021.04.018_b36) 2014; 67 Wang (10.1016/j.isatra.2021.04.018_b13) 2017; 354 Karimi (10.1016/j.isatra.2021.04.018_b2) 2018 Shmaliy (10.1016/j.isatra.2021.04.018_b33) 2017; 37 Nocedal (10.1016/j.isatra.2021.04.018_b38) 1999 Li (10.1016/j.isatra.2021.04.018_b35) 2015; 56 10.1016/j.isatra.2021.04.018_b32 Li (10.1016/j.isatra.2021.04.018_b20) 2018; 65 Yang (10.1016/j.isatra.2021.04.018_b6) 2016; 61 Frank (10.1016/j.isatra.2021.04.018_b3) 1990; 26 Magni (10.1016/j.isatra.2021.04.018_b25) 1994; 39 Ye (10.1016/j.isatra.2021.04.018_b8) 2019; 356 Zhong (10.1016/j.isatra.2021.04.018_b37) 2015; 59 Zhong (10.1016/j.isatra.2021.04.018_b29) 2009; 40 Wang (10.1016/j.isatra.2021.04.018_b21) 2017; 306 Wu (10.1016/j.isatra.2021.04.018_b11) 2020; 99 Wu (10.1016/j.isatra.2021.04.018_b31) 2020; 42 Mao (10.1016/j.isatra.2021.04.018_b7) 2017; 66 Chen (10.1016/j.isatra.2021.04.018_b10) 2014; 53 Wang (10.1016/j.isatra.2021.04.018_b30) 2009; 45 Cheng (10.1016/j.isatra.2021.04.018_b9) 2019; 188 Odendaal (10.1016/j.isatra.2021.04.018_b27) 2014; 26 Hagenblad (10.1016/j.isatra.2021.04.018_b41) 2003; 36 Dong (10.1016/j.isatra.2021.04.018_b14) 2014; 50 Tempo (10.1016/j.isatra.2021.04.018_b40) 2005 |
| References_xml | – volume: 26 start-page: 3368 year: 2018 end-page: 3378 ident: b5 article-title: Networked fault detection for Markov jump nonlinear systems publication-title: IEEE Trans Fuzzy Syst – volume: 99 start-page: 488 year: 2020 end-page: 495 ident: b11 article-title: Incipient winding fault detection and diagnosis for squirrel-cage induction motors equipped on CRH trains publication-title: ISA Trans – volume: 214 start-page: 340 year: 2016 end-page: 349 ident: b15 article-title: Recursive approach to networked fault estimation with packet dropouts and randomly occurring uncertainties publication-title: Neurocomputing – volume: 29 start-page: 71 year: 2005 end-page: 85 ident: b4 article-title: Model-based fault-detection and diagnosis-status and applications publication-title: Annu Rev Control – volume: 306 start-page: 51 year: 2018 end-page: 60 ident: b19 article-title: A survey on model-based fault diagnosis for linear discrete time-varying systems publication-title: Neurocomputing – volume: 61 start-page: 3687 year: 2016 end-page: 3692 ident: b6 article-title: Parameterization of nonlinear observer-based fault detection systems publication-title: IEEE Trans Automat Control – volume: 53 start-page: 1383 year: 2014 end-page: 1388 ident: b10 article-title: Robust fault detection of turbofan engines subject to adaptive controllers via a Total Measurable Fault Information Residual (ToMFIR) technique publication-title: ISA Trans – volume: 42 start-page: 461 year: 2020 end-page: 471 ident: b31 article-title: Fault estimation of linear discrete time-varying systems with multiplicative noise based on finite impulse response filter publication-title: Trans Inst Meas Control – volume: 306 start-page: 1 year: 2017 end-page: 25 ident: b21 article-title: Fault detection and control co-design for discrete-time delayed fuzzy networked control systems subject to quantization and multiple packet dropouts publication-title: Fuzzy Sets and Systems – reference: Wu Y, Li Y, Li M et al. Fault diagnosis of linear discrete time-varying system with multiplicative noise based on parity space method. In: 2018 IEEE 27th international symposium on industrial electronics; 2018. p. 957–62. – volume: 107 start-page: 175 year: 2019 end-page: 182 ident: b39 article-title: Application of randomized algorithms to assessment and design of observer-based fault detection systems publication-title: Automatica – volume: 25 start-page: 2671 year: 2015 end-page: 2686 ident: b24 article-title: Fault estimation with randomly occurring uncertainties, quantization effects and successive packet dropouts: The finite-horizon case publication-title: Internat J Robust Nonlinear Control – volume: 26 start-page: 450 year: 1990 end-page: 472 ident: b3 article-title: Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy a survey and some new results publication-title: Automatica – volume: 346 start-page: 65 year: 2019 end-page: 72 ident: b23 article-title: Fault diagnosis for time-varying systems with multiplicative noises over sensor networks subject to round-robin protocol publication-title: Neurocomputing – volume: 37 start-page: 70 year: 2017 end-page: 89 ident: b33 article-title: Unbiased finite impluse response filtering: An iterative alternative to Kalman filtering ignoring noise and initial conditions publication-title: IEEE Control Syst – volume: 56 start-page: 70 year: 2015 end-page: 77 ident: b35 article-title: Parametrization of optimal fault detection filters publication-title: Automatica – year: 2018 ident: b2 article-title: Structural control and fault detection of wind turbine systems – volume: 45 start-page: 2427 year: 2009 end-page: 2434 ident: b30 article-title: Residual generation and evaluation of networked control systems subject to random packet dropout publication-title: Automatica – volume: 39 start-page: 441 year: 1994 end-page: 447 ident: b25 article-title: On residual generation by observer and parity space approaches publication-title: IEEE Trans Automat Control – volume: 64 start-page: 3075 year: 2017 end-page: 3083 ident: b34 article-title: Fusion Kalman/UFIR filter for state estimation with uncertain parameters and noise statistics publication-title: IEEE Trans Ind Electron – volume: 67 start-page: 46 year: 2014 end-page: 54 ident: b36 article-title: Fault detection filter design for discrete-time nonlinear systems- A mixed publication-title: Systems Control Lett – volume: 354 start-page: 392 year: 2017 end-page: 414 ident: b13 article-title: Output formation-containment of coupled heterogeneous linear systems under intermittent communication publication-title: J Franklin Inst – volume: 20 start-page: 405 year: 2014 end-page: 415 ident: b26 article-title: Data-driven design of parity space-based FDI system for AMT vehicles publication-title: IEEE/ASME Trans Mechatronics – volume: 18 start-page: 377 year: 2014 end-page: 389 ident: b22 article-title: Fault detection for linear discrete time-varying systems with intermittent observations and quantization errors publication-title: Asian J Control – volume: 59 start-page: 120 year: 2015 end-page: 126 ident: b37 article-title: Parity space-based fault detection for linear discrete time-varying systems with unknown input publication-title: Automatica – volume: 26 start-page: 1459 year: 2018 end-page: 1471 ident: b12 article-title: Distributed filtering for discrete-time T-S fuzzy systems with incomplete measurements publication-title: IEEE Trans Fuzzy Syst – volume: 36 start-page: 1053 year: 2003 end-page: 1058 ident: b41 article-title: A comparison of two methods for stochastic fault detection: The parity space approach and principal components analysis publication-title: IFAC Proc Vol – volume: 26 start-page: 222 year: 2014 end-page: 232 ident: b27 article-title: Actuator fault detection and isolation: An optimised parity space approach publication-title: Control Eng Pract – volume: 188 start-page: 24 year: 2019 end-page: 36 ident: b9 article-title: A novel fault identification and root-causality analysis of incipient faults with applications to wastewater treatment processes publication-title: Chemometr Intell Lab Syst – volume: 65 start-page: 3492 year: 2018 end-page: 3505 ident: b20 article-title: Fault detection for linear discrete time-varying systems with multiplicative noise: The finite-horizon case publication-title: IEEE Trans Circuits Syst I Regul Pap – volume: 50 start-page: 3182 year: 2014 end-page: 3189 ident: b14 article-title: Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems publication-title: Automatica – volume: 356 start-page: 1856 year: 2019 end-page: 1879 ident: b8 article-title: A co-design methodology for cyber-physical systems under actuator fault and cyber attack publication-title: J Franklin Inst – volume: 65 start-page: 856 year: 2018 end-page: 865 ident: b28 article-title: Optimal fault classification using Fisher discriminant analysis in the parity space for applications to NPPs publication-title: IEEE Trans Nucl Sci – year: 2005 ident: b16 article-title: control and estimation of state-multiplicative linear systems – volume: 40 start-page: 421 year: 2009 end-page: 428 ident: b29 article-title: Parity space-based fault detection for Markovian jump systems publication-title: Internat J Systems Sci – year: 2008 ident: b1 article-title: Model-based fault diagnosis techniques: Design schemes, algorithms, and tools – volume: 54 start-page: 237 year: 2005 end-page: 249 ident: b18 article-title: Remote stabilization over fading channels publication-title: Systems Control Lett – volume: 65 start-page: 1559 year: 2017 end-page: 1567 ident: b17 article-title: Fault detection for non-Gaussian processes using generalized canonical correlation analysis and randomized algorithms publication-title: IEEE Trans Ind Electron – volume: 66 start-page: 4691 year: 2017 end-page: 4705 ident: b7 article-title: Sensor fault detection for rail vehicle suspension systems with disturbances and stochastic noises publication-title: IEEE Trans Veh Technol – year: 1999 ident: b38 article-title: Numerical optimization – year: 2005 ident: b40 article-title: Randomized algorithms for analysis and control of uncertain system – volume: 65 start-page: 3492 issue: 10 year: 2018 ident: 10.1016/j.isatra.2021.04.018_b20 article-title: Fault detection for linear discrete time-varying systems with multiplicative noise: The finite-horizon case publication-title: IEEE Trans Circuits Syst I Regul Pap doi: 10.1109/TCSI.2018.2832229 – volume: 65 start-page: 856 issue: 3 year: 2018 ident: 10.1016/j.isatra.2021.04.018_b28 article-title: Optimal fault classification using Fisher discriminant analysis in the parity space for applications to NPPs publication-title: IEEE Trans Nucl Sci doi: 10.1109/TNS.2018.2803658 – volume: 56 start-page: 70 year: 2015 ident: 10.1016/j.isatra.2021.04.018_b35 article-title: Parametrization of optimal fault detection filters publication-title: Automatica doi: 10.1016/j.automatica.2014.12.043 – volume: 45 start-page: 2427 year: 2009 ident: 10.1016/j.isatra.2021.04.018_b30 article-title: Residual generation and evaluation of networked control systems subject to random packet dropout publication-title: Automatica doi: 10.1016/j.automatica.2009.06.031 – year: 2005 ident: 10.1016/j.isatra.2021.04.018_b40 – year: 1999 ident: 10.1016/j.isatra.2021.04.018_b38 – volume: 306 start-page: 1 year: 2017 ident: 10.1016/j.isatra.2021.04.018_b21 article-title: Fault detection and control co-design for discrete-time delayed fuzzy networked control systems subject to quantization and multiple packet dropouts publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2016.03.007 – volume: 26 start-page: 222 year: 2014 ident: 10.1016/j.isatra.2021.04.018_b27 article-title: Actuator fault detection and isolation: An optimised parity space approach publication-title: Control Eng Pract doi: 10.1016/j.conengprac.2014.01.013 – volume: 99 start-page: 488 issn: 0019-0578 year: 2020 ident: 10.1016/j.isatra.2021.04.018_b11 article-title: Incipient winding fault detection and diagnosis for squirrel-cage induction motors equipped on CRH trains publication-title: ISA Trans doi: 10.1016/j.isatra.2019.09.020 – ident: 10.1016/j.isatra.2021.04.018_b32 doi: 10.1109/ISIE.2018.8433748 – volume: 18 start-page: 377 issue: 1 year: 2014 ident: 10.1016/j.isatra.2021.04.018_b22 article-title: Fault detection for linear discrete time-varying systems with intermittent observations and quantization errors publication-title: Asian J Control doi: 10.1002/asjc.1041 – volume: 39 start-page: 441 issue: 2 year: 1994 ident: 10.1016/j.isatra.2021.04.018_b25 article-title: On residual generation by observer and parity space approaches publication-title: IEEE Trans Automat Control doi: 10.1109/9.272354 – volume: 36 start-page: 1053 issue: 16 year: 2003 ident: 10.1016/j.isatra.2021.04.018_b41 article-title: A comparison of two methods for stochastic fault detection: The parity space approach and principal components analysis publication-title: IFAC Proc Vol doi: 10.1016/S1474-6670(17)34898-X – volume: 26 start-page: 1459 issue: 3 year: 2018 ident: 10.1016/j.isatra.2021.04.018_b12 article-title: Distributed filtering for discrete-time T-S fuzzy systems with incomplete measurements publication-title: IEEE Trans Fuzzy Syst doi: 10.1109/TFUZZ.2017.2725228 – volume: 356 start-page: 1856 issue: 4 year: 2019 ident: 10.1016/j.isatra.2021.04.018_b8 article-title: A co-design methodology for cyber-physical systems under actuator fault and cyber attack publication-title: J Franklin Inst doi: 10.1016/j.jfranklin.2019.01.009 – year: 2018 ident: 10.1016/j.isatra.2021.04.018_b2 – volume: 50 start-page: 3182 issue: 12 year: 2014 ident: 10.1016/j.isatra.2021.04.018_b14 article-title: Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems publication-title: Automatica doi: 10.1016/j.automatica.2014.10.026 – volume: 26 start-page: 450 issue: 3 year: 1990 ident: 10.1016/j.isatra.2021.04.018_b3 article-title: Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy a survey and some new results publication-title: Automatica doi: 10.1016/0005-1098(90)90018-D – volume: 61 start-page: 3687 issue: 11 year: 2016 ident: 10.1016/j.isatra.2021.04.018_b6 article-title: Parameterization of nonlinear observer-based fault detection systems publication-title: IEEE Trans Automat Control doi: 10.1109/TAC.2016.2532381 – volume: 26 start-page: 3368 issue: 6 year: 2018 ident: 10.1016/j.isatra.2021.04.018_b5 article-title: Networked fault detection for Markov jump nonlinear systems publication-title: IEEE Trans Fuzzy Syst doi: 10.1109/TFUZZ.2018.2826467 – volume: 354 start-page: 392 issue: 1 year: 2017 ident: 10.1016/j.isatra.2021.04.018_b13 article-title: Output formation-containment of coupled heterogeneous linear systems under intermittent communication publication-title: J Franklin Inst doi: 10.1016/j.jfranklin.2016.10.011 – volume: 59 start-page: 120 year: 2015 ident: 10.1016/j.isatra.2021.04.018_b37 article-title: Parity space-based fault detection for linear discrete time-varying systems with unknown input publication-title: Automatica doi: 10.1016/j.automatica.2015.06.013 – volume: 66 start-page: 4691 issue: 6 year: 2017 ident: 10.1016/j.isatra.2021.04.018_b7 article-title: Sensor fault detection for rail vehicle suspension systems with disturbances and stochastic noises publication-title: IEEE Trans Veh Technol doi: 10.1109/TVT.2016.2628054 – volume: 346 start-page: 65 year: 2019 ident: 10.1016/j.isatra.2021.04.018_b23 article-title: Fault diagnosis for time-varying systems with multiplicative noises over sensor networks subject to round-robin protocol publication-title: Neurocomputing doi: 10.1016/j.neucom.2018.08.087 – volume: 67 start-page: 46 year: 2014 ident: 10.1016/j.isatra.2021.04.018_b36 article-title: Fault detection filter design for discrete-time nonlinear systems- A mixed H−/H∞ math container loading mathjax optimization publication-title: Systems Control Lett doi: 10.1016/j.sysconle.2014.01.011 – volume: 29 start-page: 71 issue: 1 year: 2005 ident: 10.1016/j.isatra.2021.04.018_b4 article-title: Model-based fault-detection and diagnosis-status and applications publication-title: Annu Rev Control doi: 10.1016/j.arcontrol.2004.12.002 – volume: 54 start-page: 237 issue: 3 year: 2005 ident: 10.1016/j.isatra.2021.04.018_b18 article-title: Remote stabilization over fading channels publication-title: Systems Control Lett doi: 10.1016/j.sysconle.2004.08.009 – volume: 40 start-page: 421 issue: 4 year: 2009 ident: 10.1016/j.isatra.2021.04.018_b29 article-title: Parity space-based fault detection for Markovian jump systems publication-title: Internat J Systems Sci doi: 10.1080/00207720802556237 – volume: 64 start-page: 3075 issue: 4 year: 2017 ident: 10.1016/j.isatra.2021.04.018_b34 article-title: Fusion Kalman/UFIR filter for state estimation with uncertain parameters and noise statistics publication-title: IEEE Trans Ind Electron doi: 10.1109/TIE.2016.2636814 – volume: 306 start-page: 51 year: 2018 ident: 10.1016/j.isatra.2021.04.018_b19 article-title: A survey on model-based fault diagnosis for linear discrete time-varying systems publication-title: Neurocomputing doi: 10.1016/j.neucom.2018.04.037 – volume: 188 start-page: 24 year: 2019 ident: 10.1016/j.isatra.2021.04.018_b9 article-title: A novel fault identification and root-causality analysis of incipient faults with applications to wastewater treatment processes publication-title: Chemometr Intell Lab Syst doi: 10.1016/j.chemolab.2019.03.004 – year: 2005 ident: 10.1016/j.isatra.2021.04.018_b16 – year: 2008 ident: 10.1016/j.isatra.2021.04.018_b1 – volume: 42 start-page: 461 issue: 3 year: 2020 ident: 10.1016/j.isatra.2021.04.018_b31 article-title: Fault estimation of linear discrete time-varying systems with multiplicative noise based on finite impulse response filter publication-title: Trans Inst Meas Control doi: 10.1177/0142331219874229 – volume: 20 start-page: 405 issue: 1 year: 2014 ident: 10.1016/j.isatra.2021.04.018_b26 article-title: Data-driven design of parity space-based FDI system for AMT vehicles publication-title: IEEE/ASME Trans Mechatronics doi: 10.1109/TMECH.2014.2329005 – volume: 107 start-page: 175 year: 2019 ident: 10.1016/j.isatra.2021.04.018_b39 article-title: Application of randomized algorithms to assessment and design of observer-based fault detection systems publication-title: Automatica doi: 10.1016/j.automatica.2019.05.037 – volume: 53 start-page: 1383 issue: 5 year: 2014 ident: 10.1016/j.isatra.2021.04.018_b10 article-title: Robust fault detection of turbofan engines subject to adaptive controllers via a Total Measurable Fault Information Residual (ToMFIR) technique publication-title: ISA Trans doi: 10.1016/j.isatra.2013.12.032 – volume: 214 start-page: 340 issue: C year: 2016 ident: 10.1016/j.isatra.2021.04.018_b15 article-title: Recursive approach to networked fault estimation with packet dropouts and randomly occurring uncertainties publication-title: Neurocomputing doi: 10.1016/j.neucom.2016.06.016 – volume: 37 start-page: 70 issue: 5 year: 2017 ident: 10.1016/j.isatra.2021.04.018_b33 article-title: Unbiased finite impluse response filtering: An iterative alternative to Kalman filtering ignoring noise and initial conditions publication-title: IEEE Control Syst doi: 10.1109/MCS.2017.2718830 – volume: 65 start-page: 1559 issue: 2 year: 2017 ident: 10.1016/j.isatra.2021.04.018_b17 article-title: Fault detection for non-Gaussian processes using generalized canonical correlation analysis and randomized algorithms publication-title: IEEE Trans Ind Electron doi: 10.1109/TIE.2017.2733501 – volume: 25 start-page: 2671 issue: 15 year: 2015 ident: 10.1016/j.isatra.2021.04.018_b24 article-title: H∞ Fault estimation with randomly occurring uncertainties, quantization effects and successive packet dropouts: The finite-horizon case publication-title: Internat J Robust Nonlinear Control doi: 10.1002/rnc.3221 |
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| SubjectTerms | Computational efficiency Fault detection Multiplicative noise Parity space Time-varying system |
| Title | Fault detection for linear discrete time-varying systems with multiplicative noise based on parity space method |
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