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 |
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Hauptverfasser: | , , , |
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. |
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ISSN: | 1476-8186 2153-182X 1751-8520 2153-1838 |
DOI: | 10.1007/s11633-011-0572-6 |