학술논문

Fault detection observer of a pilot plant papermaking machine
Document Type
Conference
Source
2017 IEEE 26th International Symposium on Industrial Electronics (ISIE) Industrial Electronics (ISIE), 2017 IEEE 26th International Symposium on. :1820-1824 Jun, 2017
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Observers
Fault detection
Nonlinear systems
Robustness
Fault diagnosis
Chemicals
Actuators
Bilinear systems
faubt diagnosis
observer
papermaking machine
wet ends
modelling
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.