alexa Abstract | Meta-Heuristic Algorithms for Solving Hydrothermal System Scheduling Problem Considering Constraints in Transmission Lines
ISSN: 2229-8711

Global Journal of Technology and Optimization
Open Access

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Research Article Open Access

Abstract

This paper presents the applications of Cuckoo search algorithm (CSA) for solving the problem of optimal power flow for hydrothermal system (OPF-HTS) where IEEE 30-bus test system with both thermal plants and hydropower plants is considered. The problem is first developed in the paper by the combination of optimal power flow (OPF) problem and short-term hydrothermal scheduling (STHTS) problem and it becomes much more complicated than the two sub-problems because it includes all constraints of transmission grid from the comer and all hydraulic constraints from the later in addition to the multi optimal subintervals. In order to validate the performance of the CSA when applied to the problem, another existing meta-heuristic algorithm, Particle swarm optimization has been employed to solve the same problem and compare the obtained results. The analysis on the obtained results has indicated that the CSA is more effective and robust than PSO. Consequently, it can be sated that CSA is a very efficient method for solving the problem.

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Author(s): Thang Trung Nguyen, Dieu Ngoc Vo, Anh Viet Truong and Loc Dac Ho

Keywords

Cuckoo search algorithm, Particle swarm optimization, Optimal power flow, Hydrothermal system, Mathematical optimization,Global optimization

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