Title :
Application of fuzzy residual analysis to the winding machine
Author :
Dalton, T. ; Kremer, N. ; Alcorta-Garcia, E. ; Frank, P.M.
Author_Institution :
Dept. of Meas. & Control, Gerhard-Mercator Univ. of Duisburg, Duisburg, Germany
fDate :
Aug. 31 1999-Sept. 3 1999
Abstract :
This paper describes the application of two fuzzy-logic based methods of residual analysis to the winding machine. The residuals are generated using a parity space approach, based on a discrete-time linear model of the system. The designs of the two residual analysis methods, one based on fuzzy clustering, and the other on fuzzy reasoning, are described. Simulation results are presented for five sensor faults and the methods compared as to their suitability for this application.
Keywords :
control system analysis; discrete time systems; fault tolerant control; fuzzy control; linear systems; machine windings; discrete-time linear model; fuzzy clustering; fuzzy reasoning; fuzzy residual analysis; fuzzy-logic based method; parity space approach; winding machine; Clustering algorithms; Fuzzy logic; Fuzzy reasoning; MATLAB; Simulation; Strips; Windings; Fault detection and isolation; fuzzy logic; parity space; residual evaluation;
Conference_Titel :
Control Conference (ECC), 1999 European
Conference_Location :
Karlsruhe
Print_ISBN :
978-3-9524173-5-5
