TY  - JOUR
T1  - Fault Diagnosis of Technical Processes Based on the Multi-Model Approach
AU - , Messaoud Ramdani AU - , Noureddine Doghmane 
JO  - Asian Journal of Information Technology
VL  - 5
IS  - 10
SP  - 1166
EP  - 1171
PY  - 2006
DA  - 2001/08/19
SN  - 1682-3915
DO  - ajit.2006.1166.1171
UR  - https://makhillpublications.co/view-article.php?doi=ajit.2006.1166.1171
KW  - Parity equations
KW  -nonlinear dynamic processes
KW  -multi-modelling
KW  -fuzzy approximate reasoning
AB  - The supervision of many technical systems is often a challenging task due mainly to various nonlinearities. In this study, a multi-model approach for fault detection and diagnosis is proposed as an effective way since it allows to derive good process models valid over a wide range of operation and subsequently to detect changes of the current process behaviour. The diagnosis task is accomplished by decomposing the complex process into several sub-processes in order to generate a set of structured residuals. The validity of the approach is illustrated on the well known academic three tanks benchmark and different faults can be detected and isolated continuously, over several operating regimes.
ER  -