Robust Fault Diagnosis by Optimal Input Design for Self-sensing Systems

被引:3
|
作者
Khandelwal, Dhruv [1 ]
Weiland, Siep [1 ]
Khalate, Amol [2 ]
机构
[1] Eindhoven Univ Technol, Dept Elect Engn, NL-5600 MB Eindhoven, Netherlands
[2] Oce Technol BV, NL-5914 CA Venlo, Netherlands
来源
IFAC PAPERSONLINE | 2017年 / 50卷 / 01期
关键词
Active Fault Diagnosis; FDI for linear systems; Structural analysis and residual evaluation methods; AUXILIARY SIGNAL-DESIGN;
D O I
10.1016/j.ifacol.2017.08.213
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a methodology for model based robust fault diagnosis and a methodology for input design to obtain optimal diagnosis of faults. The proposed algorithm is suitable for real time implementation. Issues of robustness are addressed for the input design and fault diagnosis methodologies. The proposed technique allows robust fault diagnosis under suitable conditions on the system uncertainty. The designed input and fault diagnosis techniques are illustrated by numerical simulation. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1031 / 1036
页数:6
相关论文
共 50 条
  • [1] Self-Sensing Processor Systems: Robust sensors and actuator systems
    Das S.
    IEEE Solid-State Circuits Magazine, 2022, 14 (03): : 80 - 87
  • [2] Optimal design of robust sensing matrix and its application in mechanical fault diagnosis
    Lin H.-B.
    Chen W.-L.
    Zhendong Gongcheng Xuebao/Journal of Vibration Engineering, 2023, 36 (01): : 288 - 298
  • [3] Machine Design for Self-Sensing
    Athavale, Apoorva
    Flieh, Huthaifa
    Gagas, Brent S.
    Slininger, Timothy S.
    Lorenz, Robert D.
    2016 IEEE SYMPOSIUM ON SENSORLESS CONTROL FOR ELECTRICAL DRIVES (SLED), 2016, : 1 - 10
  • [4] FAULT DIAGNOSIS ON AN AIRCRAFT ENGINE MODEL EQUIPPED WITH SELF-SENSING PIEZOELECTRIC ACTUATORS
    Ambur, Ramakrishnan
    Zhao, Xiaonan
    Rinderknecht, Stephan
    PROCEEDINGS OF THE ASME TURBO EXPO: TURBINE TECHNICAL CONFERENCE AND EXPOSITION, 2016, VOL 7A, 2016,
  • [5] Robust nonlinear fault diagnosis in input-output systems
    Vemuri, AT
    Polycarpou, MM
    PROCEEDINGS OF THE 1997 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1997, : 927 - 931
  • [6] Robust nonlinear fault diagnosis in input-output systems
    Vemuri, AT
    Polycarpou, MM
    INTERNATIONAL JOURNAL OF CONTROL, 1997, 68 (02) : 343 - 360
  • [7] Self-sensing in fault tolerant magnetic bearings
    Montie, D
    Maslen, E
    JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 2001, 123 (04): : 864 - 870
  • [8] Optimal input design for guaranteed fault diagnosis of nonlinear systems: An active deep learning approach
    Massa, Nathaniel
    Paulson, Joel A.
    CONTROL ENGINEERING PRACTICE, 2024, 153
  • [9] SELF-SENSING DESIGN OF PROPORTIONAL SOLENOIDS
    Kramer, Thomas
    Weber, Juergen
    PROCEEDINGS OF THE BATH/ASME 2020 SYMPOSIUM ON FLUID POWER AND MOTION CONTROL (FPMC2020), 2020,
  • [10] Design for Self-Sensing of a Linear Actuator
    Maridor, Joel
    Markovic, Miroslav
    Perriard, Yves
    2011 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2011, : 1510 - 1514