Fault reconstruction using a LPV sliding mode observer for a class of LPV systems

被引:77
|
作者
Alwi, Halim [1 ]
Edwards, Christopher [1 ]
Marcos, Andres [2 ]
机构
[1] Univ Leicester, Leicester LE1 7RH, Leics, England
[2] Deimos Space SL, Madrid 28760, Spain
关键词
DETECTION FILTER DESIGN; TOLERANT CONTROL; HYPERPLANE; ACTUATOR;
D O I
10.1016/j.jfranklin.2011.06.026
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 proposes a new sliding mode observer for fault reconstruction, applicable for a class of linear parameter varying (LPV) systems. Observer schemes for actuator and sensor fault reconstruction are presented. For the actuator fault reconstruction scheme, a virtual system comprising the system matrix and a fixed input distribution matrix is used for the design of the observer. The fixed input distribution matrix is instrumental in simplifying the synthesis procedure to create the observer gains to ensure a stable closed-loop reduced order sliding motion. The 'output error injection signals' from the observer are used as the basis for reconstructing the fault signals. For the sensor fault observer design, augmenting the LPV system with a filtered version of the faulty measurements allows the sensor fault reconstruction problem to be posed as an actuator fault reconstruction scenario. Simulation tests based on a high-fidelity nonlinear model of a transport aircraft have been used to demonstrate the proposed actuator and sensor FDI schemes. The simulation results show their efficacy. (c) 2011 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:510 / 530
页数:21
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