MULTIPLE HYPOTHESIS-TESTING APPROACH TO FDI FOR THE INDUSTRIAL ACTUATOR BENCHMARK

Authors
Citation
S. Bogh, MULTIPLE HYPOTHESIS-TESTING APPROACH TO FDI FOR THE INDUSTRIAL ACTUATOR BENCHMARK, Control engineering practice, 3(12), 1995, pp. 1763-1768
Citations number
14
Categorie Soggetti
Controlo Theory & Cybernetics","Robotics & Automatic Control
ISSN journal
09670661
Volume
3
Issue
12
Year of publication
1995
Pages
1763 - 1768
Database
ISI
SICI code
0967-0661(1995)3:12<1763:MHATFF>2.0.ZU;2-M
Abstract
Detection of current faults in a D.C. motor with unknown load torques may not be feasible with linear methods and threshold logic. This pape r suggests an FDI scheme with a bank of observers where a nonlinear ob server is designed using the structure of the current fault. Multiple- hypothesis testing of the observer residuals is applied to discriminat e between faults and unknown input. The strategy has been applied to a simulation of the diesel engine actuator benchmark problem with an en couraging progress on performance compared to other results.