TY - JOUR
T1 - Distributed H-/L∞fault detection observer design for linear systems
AU - Han, Weixin
AU - Trentelman, Harry L.
AU - Xu, Bin
N1 - Publisher Copyright:
Copyright © 2020 The Authors.
PY - 2020
Y1 - 2020
N2 - This paper studies the distributed fault detection problem for linear time-invariant (LTI) systems with distributed measurement output. A distributed H-/L∞ fault detection observer (DFDO) design method is proposed to detect actuator faults of the monitored system in the presence of a bounded process disturbances. The DFDO consists of a network of local fault detection observers, which communicate with their neighbors as prescribed by a given network graph. By using finite-frequency H- performance, the residual in fault detection is sensitive to fault in the interested frequency-domain. The residual is robust against effects of the external process disturbance by L∞ analysis. A systematic algorithm for DFDO design is addressed and the residual thresholds are calculated in our distributed fault detection scheme. Finally, we use a numerical simulation to demonstrate the effectiveness of the proposed distributed fault detection approach.
AB - This paper studies the distributed fault detection problem for linear time-invariant (LTI) systems with distributed measurement output. A distributed H-/L∞ fault detection observer (DFDO) design method is proposed to detect actuator faults of the monitored system in the presence of a bounded process disturbances. The DFDO consists of a network of local fault detection observers, which communicate with their neighbors as prescribed by a given network graph. By using finite-frequency H- performance, the residual in fault detection is sensitive to fault in the interested frequency-domain. The residual is robust against effects of the external process disturbance by L∞ analysis. A systematic algorithm for DFDO design is addressed and the residual thresholds are calculated in our distributed fault detection scheme. Finally, we use a numerical simulation to demonstrate the effectiveness of the proposed distributed fault detection approach.
KW - Distributed fault detection
KW - Finite
KW - Linear system observers
UR - http://www.scopus.com/inward/record.url?scp=85107654292&partnerID=8YFLogxK
U2 - 10.1016/j.ifacol.2020.12.816
DO - 10.1016/j.ifacol.2020.12.816
M3 - 会议文章
AN - SCOPUS:85107654292
SN - 2405-8963
VL - 53
SP - 688
EP - 693
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
T2 - 21st IFAC World Congress 2020
Y2 - 12 July 2020 through 17 July 2020
ER -