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http://dx.doi.org/10.5302/J.ICROS.2003.9.2.107

Fault Tolerant Controller Design for Linear Stochastic Systems with Uncertainties  

Lee, Jong-Hyo (충남대학교 전자공학과)
Yoo, Jun (충남대학교 전자공학과)
Publication Information
Journal of Institute of Control, Robotics and Systems / v.9, no.2, 2003 , pp. 107-116 More about this Journal
Abstract
This paper presents a systematic design methodology for fault tolerant controller against a fault in actuators and sensors of linear stochastic systems with uncertainties. The scheme is based on fault detection and diagnosis(isolation and estimation) using a bank of robust two-stage Kalman filters, and accommodation of the actuator fault by eigenstructure assignment and immediate compensation of the sensor's faulty measurement. In order to clarify the fault feature in test statistics of residual, noise reduction method is given by multi-scale discrete wavelet transform. The effectiveness of our approach Is shown via simulations for a VTOL(vertical take-off and landing) aircraft subjected to parameter variations, external disturbances, process and sensor noises.
Keywords
fault detection and diagnosis based fault tolerant control; unknown disturbances; two-stage Kalman filter; eigenstructure assignment; multi-scale discrete wavelet transform;
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