Title :
Hydro thermal scheduling using particle swarm optimization
Author :
Samudi, Chandrasekar ; Das, Gautham P. ; Ojha, Piyush C. ; Sreeni, T.S. ; Cherian, Sushil
Author_Institution :
Kalki Commun. Technol. Ltd., Bangalore
Abstract :
This paper presents a new approach of particle swarm optimization (PSO) algorithm for short term hydro thermal scheduling (HTS) problems. Various possible particle selections have been studied and its effects on the global optima have been discussed. The effectiveness and stochastic nature of proposed algorithm has been tested with standard test case and the results have been compared with earlier works. This paper also describes software developed for short term hydro-thermal scheduling by considering hydro economic dispatch and thermal unit commitment. The proposed algorithm is ideally suitable for hydro-thermal co-ordination problems, hydro economic dispatch problems with unit commitment, thermal economic dispatch with unit commitment problems and scheduling of hydraulically coupled plants.
Keywords :
hydrothermal power systems; particle swarm optimisation; power generation dispatch; power generation scheduling; PSO; hydraulically coupled plants; hydro economic dispatch; hydro thermal scheduling; particle swarm optimization; thermal unit commitment; Communications technology; Dynamic programming; High temperature superconductors; Mathematical model; Particle swarm optimization; Power generation; Power generation economics; Scheduling algorithm; Stochastic processes; Testing; Hydrothermal coordination; Particle Swarm Optimization;
Conference_Titel :
Transmission and Distribution Conference and Exposition, 2008. T&D. IEEE/PES
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-1903-6
Electronic_ISBN :
978-1-4244-1904-3
DOI :
10.1109/TDC.2008.4517221