Title :
Automated Fault Diagnosis and Accommodation Control for Mechanical Systems
Author :
Huang, Shanjin ; Kok Kiong Tan ; Mingbo Xiao
Author_Institution :
Coll. of Life Inf. Sci. & Instrum. Eng., Hangzhou Dianzi Univ., Hangzhou, China
Abstract :
In this paper, a fault diagnosis and accommodation control scheme is designed, which is applicable to mechanical systems. First, the fault detection is developed by designing a nonlinear observer. Second, the fault isolation is achieved by using multiple fault observers. Third, when a fault is diagnosed, an adequate fault accommodation control is triggered to compensate the effects of the fault function. Finally, case study is given to illustrate the effects of the proposed method.
Keywords :
control system synthesis; fault diagnosis; mechanical engineering; nonlinear control systems; automated fault diagnosis; fault accommodation control; fault detection; fault isolation; mechanical systems; multiple fault observers; nonlinear observer design; Control systems; Fault detection; Fault diagnosis; Friction; MIMO; Mechanical systems; Observers; Fault accommodation; fault detection; fault isolation; mechanical system; neural network (NN); nonlinear estimator;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/TMECH.2014.2322652