TY - GEN
T1 - Observer-based fault diagnosis of power electronics systems
AU - Levin, Kieran T.
AU - Hope, Eric M.
AU - Domínguez-García, Alejandro D.
PY - 2010
Y1 - 2010
N2 - We propose a fault diagnosis method for power electronics systems that extends classical observer-based fault-sensitive detection filters for linear time-invariant systems to switched-linear systems commonly encountered in power electronics. The result is a piecewise-linear detection filter, which in the absence of faults, works the same way as an observer-it predicts the system states exactly. If a fault occurs, the state predicted by the filter differs from the true state of the system, and by appropriately choosing the filter gain, the filter residual has certain geometrical characteristics that makes the fault identifiable. An experimental platform to verify the feasibility of the proposed method is presented along with simulation and experimental results illustrating the feasibility and effectiveness of the method.
AB - We propose a fault diagnosis method for power electronics systems that extends classical observer-based fault-sensitive detection filters for linear time-invariant systems to switched-linear systems commonly encountered in power electronics. The result is a piecewise-linear detection filter, which in the absence of faults, works the same way as an observer-it predicts the system states exactly. If a fault occurs, the state predicted by the filter differs from the true state of the system, and by appropriately choosing the filter gain, the filter residual has certain geometrical characteristics that makes the fault identifiable. An experimental platform to verify the feasibility of the proposed method is presented along with simulation and experimental results illustrating the feasibility and effectiveness of the method.
UR - http://www.scopus.com/inward/record.url?scp=78650090575&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650090575&partnerID=8YFLogxK
U2 - 10.1109/ECCE.2010.5618444
DO - 10.1109/ECCE.2010.5618444
M3 - Conference contribution
AN - SCOPUS:78650090575
SN - 9781424452866
T3 - 2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings
SP - 4434
EP - 4440
BT - 2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings
T2 - 2010 2nd IEEE Energy Conversion Congress and Exposition, ECCE 2010
Y2 - 12 September 2010 through 16 September 2010
ER -