Creator:

Kowalczuk, Zdzisław ; Suchomski, Piotr ; Białaszewski, Tomasz

Contributor:

Korbicz, Józef - red. ; Patton, Ronald J. - red.

Title:

Evolutionary multi-objective Pareto optimisation of diagnostic state observers

Subtitle:

.

Group publication title:

AMCS, volume 9 (1999)

Subject and Keywords:

diagnostics ; fault detection and isolation ; genetic algorithms ; multiobjective optimisation ; Pareto-optimality ; residuals ; state observers

Abstract:

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.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

1999

Resource Type:

artykuł

Pages:

689-709

Source:

AMCS, volume 9, number 3 (1999) ; click here to follow the link

Language:

eng

Rights:

Biblioteka Uniwersytetu Zielonogórskiego