TY - JOUR
T1 - Descriptor observers for robust fault reconstruction in a class of nonlinear descriptor systems
AU - Chan, Joseph Chang Lun
AU - Chua, Wen-Shyan
AU - Lee, Tae H.
AU - Tan, Chee Pin
N1 - Funding Information:
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No.2020R1C1C1012707) and also was supported by National University Development Project in 2020.
Publisher Copyright:
© 2023, ICROS, KIEE and Springer.
PY - 2023/3
Y1 - 2023/3
N2 - This paper presents a robust fault reconstruction scheme for a class of nonlinear descriptor systems that is affected by disturbances. The fault enters the system both linearly and through nonlinear functions in both the state and output equations. The system is first re-expressed into a form which is easier to manipulate. Two cases are considered: in the first case, the fault is present in the nonlinear function of the output equation, whereas in the second case, the nonlinear function of the output equation does not contain the fault. In each case, a nonlinear descriptor observer is used to reconstruct the fault, where the gains of the observer are designed using linear matrix inequalities such that the effect of disturbances on the fault reconstruction is bounded. As a result of their structure, the proposed descriptor observers do not require restrictions on the rates of the input and disturbances (unlike in observers using a state-space structure) which makes the proposed observers more widely applicable. Finally, two simulation examples are performed to verify the performance of the proposed observers.
AB - This paper presents a robust fault reconstruction scheme for a class of nonlinear descriptor systems that is affected by disturbances. The fault enters the system both linearly and through nonlinear functions in both the state and output equations. The system is first re-expressed into a form which is easier to manipulate. Two cases are considered: in the first case, the fault is present in the nonlinear function of the output equation, whereas in the second case, the nonlinear function of the output equation does not contain the fault. In each case, a nonlinear descriptor observer is used to reconstruct the fault, where the gains of the observer are designed using linear matrix inequalities such that the effect of disturbances on the fault reconstruction is bounded. As a result of their structure, the proposed descriptor observers do not require restrictions on the rates of the input and disturbances (unlike in observers using a state-space structure) which makes the proposed observers more widely applicable. Finally, two simulation examples are performed to verify the performance of the proposed observers.
KW - Descriptor systems
KW - fault estimation
KW - nonlinear systems
KW - observers
KW - uncertain systems
UR - https://www.scopus.com/pages/publications/85144455426
U2 - 10.1007/s12555-022-0180-y
DO - 10.1007/s12555-022-0180-y
M3 - Article
AN - SCOPUS:85144455426
SN - 1598-6446
VL - 21
SP - 697
EP - 710
JO - International Journal of Control, Automation and Systems
JF - International Journal of Control, Automation and Systems
IS - 3
ER -