Kowalczuk, Zdzisław ; Suchomski, Piotr ; Białaszewski, Tomasz
Korbicz, Józef - red. ; Patton, Ronald J. - red.
Evolutionary multi-objective Pareto optimisation of diagnostic state observers
Group publication title:
Subject and Keywords:
diagnostics ; fault detection and isolation ; genetic algorithms ; multiobjective optimisation ; Pareto-optimality ; residuals ; state observers
A multi-objective Pareto-optimisation procedure for the design of residual generators which constitute a primary instrument for model-based fault detection and isolation (FDI) in systems of plant monitoring and control is considered. An evolutionary approach to the underlying multi-objective optimisation problem is utilised. The resulting robust observer detector allows for FDI, taking into account the issue of false alarms.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 9, number 3 (1999) ; click here to follow the link