Muhammad Ilyas Menhas, Ling Wang, Min-Rui Fei and Cheng-Xi Ma. Coordinated Controller Tuning of a Boiler Turbine Unit with New Binary Particle Swarm Optimization Algorithm. International Journal of Automation and Computing, vol. 8, no. 2, pp. 185-192, 2011. DOI: 10.1007/s11633-011-0572-6
Citation: Muhammad Ilyas Menhas, Ling Wang, Min-Rui Fei and Cheng-Xi Ma. Coordinated Controller Tuning of a Boiler Turbine Unit with New Binary Particle Swarm Optimization Algorithm. International Journal of Automation and Computing, vol. 8, no. 2, pp. 185-192, 2011. DOI: 10.1007/s11633-011-0572-6

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 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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