학술논문
Fault detection observer of a pilot plant papermaking machine
Document Type
Conference
Author
Source
2017 IEEE 26th International Symposium on Industrial Electronics (ISIE) Industrial Electronics (ISIE), 2017 IEEE 26th International Symposium on. :1820-1824 Jun, 2017
Subject
Language
ISSN
2163-5145
Abstract
This paper presents the development of a bilinear system model and the application of a bilinear fault detection observer to a papermaking machine to detect various simulated faults. First a suitable MIMO bilinear model representation of the wet end section of the process is found. Then, a set of robust bilinear fault detection observer is used to generate the residuals which are robust to disturbance but sensitive the faults. A series of test is carried out by simulating four actuator and four sensor faults, which are successfully detected and isolated by using this method.