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
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.