Coordinated controller tuning of a boiler turbine unit with new binary particle swarm optimization algorithm

Coordinated controller tuning of the boiler turbine unit is a challenging task due to the nonlinear and coupling characteristics of the system. In this paper, a new variant of binary particle swarm optimization (PSO) algorithm, called probability based binary PSO (PBPSO), is presented to tune the pa...

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Veröffentlicht in:International journal of automation and computing 2011-05, Vol.8 (2), p.185-192
Hauptverfasser: Menhas, Muhammad Ilyas, Wang, Ling, Fei, Min-Rui, Ma, Cheng-Xi
Format: Artikel
Sprache:eng
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Zusammenfassung:Coordinated controller tuning of the boiler turbine unit is a challenging task due to the nonlinear and coupling characteristics of the system. In this paper, a new variant of binary particle swarm optimization (PSO) algorithm, called probability based binary PSO (PBPSO), is presented to tune the parameters of a coordinated controller. The simulation results show that PBPSO can effectively optimize the control parameters and achieves better control performance than those based on standard discrete binary PSO, modified binary PSO, and standard continuous PSO.
ISSN:1476-8186
2153-182X
1751-8520
2153-1838
DOI:10.1007/s11633-011-0572-6