Fuzzy Logic and Observer based fault detection for a mechatronic actuator

被引:1
|
作者
Cai, S. [1 ]
Kebairi, A. [1 ]
Becherif, M. [1 ]
Wack, M. [1 ]
机构
[1] Univ Technol Belfort Montbeliard, Lab Syst & Transport, F-90010 Belfort, France
关键词
Fault detection; Fuzzy logic; Observer;
D O I
10.1109/SYSTOL.2010.5675982
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 deals with the fault detection occurred in the mechanical position sensor of a mechatronic actuator Pierburg which is used in the BMW M57 diesel engine. This actuator is in charge of the control of the input air in the vehicle engine. Concretely, it is located between the throttle valve and the combustion chamber. It is supposed to ensure the control of air flow entering to the cylinder. The mechanical position is controlled by a simple PID controller. This controller achieves correctly the position regulation of this actuator. We are not interested in developing a new position control but in detecting the presence of a fault in the mechanical position sensor. This fault detection is based on the use of a mechanical state observer (speed and position) and the use of a fuzzy logic theory. Simulations are presented exhibiting the good functioning of the proposed fault detector.
引用
收藏
页码:299 / 304
页数:6
相关论文
共 50 条
  • [31] Actuator fault detection for uncertain systems based on the combination of the interval observer and asymptotical reduced-order observer
    Zhang, Xiangming
    Zhu, Fanglai
    Guo, Shenghui
    INTERNATIONAL JOURNAL OF CONTROL, 2020, 93 (11) : 2653 - 2661
  • [32] Actuator fault reconstruction based on a robust adaptive observer
    Han, Zhiguo
    Zhang, Ke
    Liu, Haipeng
    IET CONTROL THEORY AND APPLICATIONS, 2018, 12 (15): : 2076 - 2087
  • [33] Fuzzy Logic Based Scheme for Directional Earth Fault Detection and Classification
    Dawood, Radhwan Mohammed Saleem
    Pillai, Gobind
    Al-Greer, Maher
    2018 53RD INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2018,
  • [34] Cascaded Fuzzy Logic based Arc Fault Detection in Photovoltaic Applications
    Grichting, Benjamin
    Goette, Josef
    Jacomet, Marcel
    2015 INTERNATIONAL CONFERENCE ON CLEAN ELECTRICAL POWER (ICCEP), 2015, : 178 - 183
  • [35] Fault detection and severity classification based on adaptive filter and fuzzy logic
    Islam, Md Saiful
    Chong, Uipil
    SN APPLIED SCIENCES, 2019, 1 (12):
  • [36] Fault detection and severity classification based on adaptive filter and fuzzy logic
    Md. Saiful Islam
    Uipil Chong
    SN Applied Sciences, 2019, 1
  • [37] Hvac early fault detection using a fuzzy logic based approach
    Martinez-Viol V.
    Urbano E.M.
    Delgado-Prieto M.
    Romeral L.
    Renewable Energy and Power Quality Journal, 2020, 18 : 196 - 201
  • [38] Fuzzy logic based fault detection and diagnosis: an automated design methodology
    Sipos, Emilia
    Ivanciu, Laura
    2019 IEEE 25TH INTERNATIONAL SYMPOSIUM FOR DESIGN AND TECHNOLOGY IN ELECTRONIC PACKAGING (SIITME 2019), 2019, : 371 - 374
  • [39] Fuzzy Logic Control of Mechatronic Systems
    Ciganek, J.
    Noge, F.
    2013 INTERNATIONAL CONFERENCE ON PROCESS CONTROL (PC), 2013, : 309 - 313
  • [40] Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes
    Li, Linlin
    Ding, Steven X.
    Qiu, Jianbin
    Yang, Ying
    Xu, Dongmei
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (08): : 1941 - 1952