학술논문

Hydro thermal scheduling using particle swarm optimization
Document Type
Conference
Source
2008 IEEE/PES Transmission and Distribution Conference and Exposition Transmission and Distribution Conference and Exposition, 2008. T&D. IEEE/PES. :1-5 Apr, 2008
Subject
Power, Energy and Industry Applications
Communication, Networking and Broadcast Technologies
Particle swarm optimization
Scheduling algorithm
Stochastic processes
Power generation economics
Power generation
Communications technology
High temperature superconductors
Testing
Dynamic programming
Mathematical model
Particle Swarm Optimization
Hydrothermal coordination
Language
ISSN
2160-8555
2160-8563
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.