Title :
Parameter estimation triggered by continuous-time parity equations
Author :
Höfling, Thomas ; Isermann, Rolf
Author_Institution :
Inst. of Autom. Control., Tech. Univ. of Darmstadt, Germany
Abstract :
Faults which appear in technical processes can often be described as additive or multiplicative faults with respect to the residuals. To perform fast detection of these faults a continuous-time parity space approach combined with adaptive thresholds is used. Parameter deviations estimated directly from the residuals ease the identification of the fault and provide information about its size. The combined fault detection scheme is applied to a real permanently excited d.c. motor
Keywords :
DC motors; Jacobian matrices; fault diagnosis; parameter estimation; adaptive thresholds; additive faults; continuous-time parity equations; identification; multiplicative faults; parameter estimation; permanently excited DC motor; technical processes; Additives; Automatic control; Delay; Digital filters; Equations; Fault detection; Fault diagnosis; Jacobian matrices; Parameter estimation; Uncertainty;
Conference_Titel :
American Control Conference, Proceedings of the 1995
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2445-5
DOI :
10.1109/ACC.1995.520926