Title :
Optimal hydrothermal generation scheduling using self-organizing hierarchical PSO
Author :
Thakur, Seema ; Boonchay, Chanwit ; Ongsakul, Weerakon
Author_Institution :
Energy Field of Study, Asian Inst. of Technol. (AIT), Pathumthani, Thailand
Abstract :
In this paper, a short-term generation scheduling approach for cascaded hydrothermal systems using self-organizing hierarchical particle swarm optimization with time varying acceleration coefficients (SPSO-TVAC) is proposed. The thermal operating cost minimization with satisfying the hydraulic and thermal generation constraints is achieved. Multi-period scheduling and non-convex operating cost function of thermal units are considered. Test results indicate that the proposed hydrothermal scheduling approach based on SPSO-TVAC provides a lower total cost comparing to inertia weight approach particle swarm optimization (IWAPSO) and the existing optimization techniques.
Keywords :
hydrothermal power systems; particle swarm optimisation; power generation scheduling; IWAPSO; SPSO-TVAC; hydrothermal generation scheduling; inertia weight approach particle swarm optimization; multiperiod scheduling; particle swarm optimization-time varying acceleration coefficients; self-organizing hierarchical PSO; thermal generation constraints; Hydrothermal scheduling; cascaded reservoir; particle swarm optimization;
Conference_Titel :
Power and Energy Society General Meeting, 2010 IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-6549-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2010.5589976