A New Approach to Aid Designing of Monitoring Systems

On some aspects of fuzzy logic application in machine monitoring and diagnostics

“…The first group is based on the Scatter Matrix method combined with the Sequential Forward Search (SM+SFS) (K . onig et al, 1995;Soko"owski and Kosmol, 1996) or the GA (SM+GA) (Soko"owski et al, 1997). Four other data selection methods are based on FFBP neural network, i.e.…”

“…the weight pruning method, the weight sum method, the modified Karnin's procedure and the sensitivity analysis. The details of these methods can be found in (Soko"owski and Dornfeld, 1994;Soko"owski and Kosmol, 1996;Soko"owski et al, 1997).…”

“…The research aimed at development of a tool-Intelligent Monitoring System Designer (IMSD) ( Fig. 1)-that would provide facilities to minimise time (cost), which a designer would have to spend on analysing, testing and selecting the best configuration of sensors and signal processing methods (Soko"owski et al, 1997;Soko"owski and Kosmol, 2001). The IMSD is based on a concept of Intelligent Monitoring System (IMS) defined in the form of recommendations and requirements.…”