Advanced monitoring and control of anaerobic wastewater treatment plants: Fault detection and isolation

Citation
Jp. Steyer et al., Advanced monitoring and control of anaerobic wastewater treatment plants: Fault detection and isolation, WATER SCI T, 43(7), 2001, pp. 183-190
Citations number
12
Categorie Soggetti
Environment/Ecology
Journal title
WATER SCIENCE AND TECHNOLOGY
ISSN journal
02731223 → ACNP
Volume
43
Issue
7
Year of publication
2001
Pages
183 - 190
Database
ISI
SICI code
0273-1223(2001)43:7<183:AMACOA>2.0.ZU;2-K
Abstract
In this paper, a fault detection and isolation approach using fuzzy logic i s described for on-line analysis of problems occurring in anaerobic digesti on processes, the measurements available on the process are preprocessed to build a vector of fault residuals indicating the magnitude of the problems . This vector is classified into a prespecified category (i.e., a class) wh ich is a state of the system. according to discrimination fuzzy rules. Thre e different types of classes were defined in a hierarchical structure : sen sors faults, sub process faults and process faults. This approach was devel oped to handle in real time both technical and biological problems. Demonst ration of the practical interest of this study was made using real life exp eriments and large improvement of the reliability end safety of the process was obtained, thus optimizing the overall wastewater treatment.