TY - GEN
T1 - Fault detection and diagnosis enhanced by a reconfiguration control scheme for a micro-electrostatic actuator
AU - Reppa, Vasso
AU - Vagia, Marialena
AU - Tzes, Anthony
PY - 2010
Y1 - 2010
N2 - In this article, a Fault Detection and Diagnosis (FDD) strategy based on Set Membership Identification is proposed for the supervision of an electrostatic microactuator subject to failure modes in its structural components. Relying on the a priori knowledge of the bound of the noise corrupting the measurement data, the parametric uncertainty is assumed to be bounded and the SMI computes the parametric sets (ellip-soids, support-orthotopes), within which the nominal parameter vector resides. A fault is detected at the time instant that an empty parametric set is obtained. Prior to the fault isolation and identification procedure, a control reconfiguration scheme is used for prevention of catastrophic damages in the system, due to large parameter variations. Simulations studies are used to verify the efficiency of the suggested strategy.
AB - In this article, a Fault Detection and Diagnosis (FDD) strategy based on Set Membership Identification is proposed for the supervision of an electrostatic microactuator subject to failure modes in its structural components. Relying on the a priori knowledge of the bound of the noise corrupting the measurement data, the parametric uncertainty is assumed to be bounded and the SMI computes the parametric sets (ellip-soids, support-orthotopes), within which the nominal parameter vector resides. A fault is detected at the time instant that an empty parametric set is obtained. Prior to the fault isolation and identification procedure, a control reconfiguration scheme is used for prevention of catastrophic damages in the system, due to large parameter variations. Simulations studies are used to verify the efficiency of the suggested strategy.
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U2 - 10.1109/MED.2010.5547714
DO - 10.1109/MED.2010.5547714
M3 - Conference contribution
AN - SCOPUS:77957013135
SN - 9781424480920
T3 - 18th Mediterranean Conference on Control and Automation, MED'10 - Conference Proceedings
SP - 477
EP - 482
BT - 18th Mediterranean Conference on Control and Automation, MED'10 - Conference Proceedings
T2 - 18th Mediterranean Conference on Control and Automation, MED'10
Y2 - 23 June 2010 through 25 June 2010
ER -