Simulation Notes Europe, Volume 26(4), December 2016

Evolving Fuzzy Model (eFuMo) Method for On-line Fuzzy Model Learning with Application to Monitoring System

SNE Simulation Notes Europe SNE 26(4), 2016, 205-220
DOI: 10.11128/sne.26.tn.10352

Abstract

With evermore complex system the monitoring and fault detection is becoming a crucial part of control systems. They allow fast and effective fault diagnosis and can decrease the cost of system maintenance. Modelling of processes plays a crucial part when designing a monitoring system. In this paper an on-line approach for modelling of fuzzy model is presented (Evolving Fuzzy Model - eFuMo). As demonstrated in the paper, the method can be used in the design of model based fault detection system.