A sliding mode observer for robust fault reconstruction in a class of nonlinear non-infinitely observable descriptor systems

被引:51
作者
Chan, Joseph Chang Lun [1 ]
Lee, Tae H. [1 ]
Tan, Chee Pin [2 ]
机构
[1] Jeonbuk Natl Univ, Div Elect Engn, 567 Baekje Daero, Jeonju 54896, South Korea
[2] Monash Univ Malaysia, Sch Engn & Adv Engn Platform, Subang Jaya, Selangor, Malaysia
基金
新加坡国家研究基金会;
关键词
Nonlinear systems; Descriptor systems; Sliding mode observers; Fault reconstruction; Uncertain systems; Infinite observability; ADAPTIVE-OBSERVER; DESIGN; SYNCHRONIZATION; STATE;
D O I
10.1007/s11071-020-05843-9
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper presents a sliding mode observer (SMO) for robustly reconstructing faults affecting a class of nonlinear non-infinitely observable descriptor systems. Preliminary transformations are utilised to re-express the system such that the design freedom in its structure is easier to exploit. An infinitely observable system is formed by treating some states as unknown inputs. The faults are then reconstructed from measurable inputs and outputs using a SMO. The structure of the SMO bounds the nonlinear components of its estimation errors. The effect of disturbances on the fault reconstruction is minimised using linear matrix inequality techniques. A summarised design procedure for the SMO scheme is presented. Finally, a simulated example is carried out to showcase the efficacy of the scheme.
引用
收藏
页码:1023 / 1036
页数:14
相关论文
共 47 条
[1]   Introduction [J].
Alwi, Halim ;
Edwards, Christopher ;
Tan, Chee Pin .
Advances in Industrial Control, 2011, (9780857296498) :1-6
[2]  
[Anonymous], 2019, ROBUST STATE FAULT E
[3]   A robust adaptive observer for a class of singular nonlinear uncertain systems [J].
Arefinia, Elaheh ;
Talebi, Heidar Ali ;
Doustmohammadi, Ali .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 48 (07) :1404-1415
[4]   Observability and detectability of singular linear systems with unknown inputs [J].
Bejarano, Francisco Javier ;
Floquet, Thierry ;
Perruquetti, Wilfrid ;
Zheng, Gang .
AUTOMATICA, 2013, 49 (03) :793-800
[5]   State and fault estimation for a class of non-infinitely observable descriptor systems using two sliding mode observers in cascade [J].
Chan, Joseph Chang Lun ;
Tan, Chee Pin ;
Trinh, Hieu ;
Kamal, Md Abdus Samad .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2019, 356 (05) :3010-3029
[6]   Robust fault reconstruction for a class of non-infinitely observable descriptor systems using two sliding mode observers in cascade [J].
Chan, Joseph Chang Lun ;
Tan, Chee Pin ;
Hieu Trinh ;
Kamal, Md Abdus Samad ;
Chiew, Yeong Shiong .
APPLIED MATHEMATICS AND COMPUTATION, 2019, 350 :78-92
[7]   Robust fault reconstruction for a class of infinitely unobservable descriptor systems [J].
Chan, Joseph Chang Lun ;
Tan, Chee Pin ;
Trinh, Hieu .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 48 (08) :1646-1655
[8]   Robust tracking control for a class of electrically driven flexible-joint robots without velocity measurements [J].
Chang, Yeong-Chan ;
Yen, Hui-Min .
INTERNATIONAL JOURNAL OF CONTROL, 2012, 85 (02) :194-212
[9]   Robust fault reconstruction for a class of nonlinear systems [J].
Chua, Wen-Shyan ;
Chan, Joseph Chang Lun ;
Tan, Chee Pin ;
Chong, Edwin Kah Pin ;
Saha, Sajeeb .
AUTOMATICA, 2020, 113
[10]   H∞ observers design for a class of nonlinear singular systems [J].
Darouach, Mohamed ;
Boutat-Baddas, Latifa ;
Zerrougui, Mohamed .
AUTOMATICA, 2011, 47 (11) :2517-2525