Optimization of Hydropower Reservoir System Operations based on Improved CSO-PSO

Jun Hou, Heng Zhou, Guangdong Wu

2021

Abstract

The chicken swarm optimization is a fresh swarm intelligence algorithm that simulates the hierarchical system and foraging behavior in the chick group. Compared with the traditional intelligent algorithm, it has better convergence performance. In the process of operation, it is found that the convergence speed of traditional algorithm is very slow and readily falls into the local optimal solution,,and it is extremly difficult to obtain the global optimal solution, which makes the calculation process more prone to blindness. Based on the blindness in the optimization process of the chicken swarm algorithm, a particle swarm optimization and improved chicken swarm optimization (ICSO-PSO) algorithm is proposed in this paper. The particle swarm optimization (PSO) algorithm is introduced in the update process of the rooster position. Based on the optimal operation model of Hydropower Reservoir System, the ICSO-PSO algorithm is used to optimize the hydropower reservoir system operation problem. Analyze different optimization algorithms through case studies, the applicability of the optimization of hydropower reservoir system operations based on improved CSO-PSO is demonstrated to be effective.

Paper Citation

in Harvard Style

Hou J., Zhou H. and Wu G. (2021). Optimization of Hydropower Reservoir System Operations based on Improved CSO-PSO. In Proceedings of the 7th International Conference on Water Resource and Environment - Volume 1: WRE, ISBN 978-989-758-560-9, pages 189-195

in Bibtex Style

@conference{wre21,
author={Jun Hou and Heng Zhou and Guangdong Wu},
title={Optimization of Hydropower Reservoir System Operations based on Improved CSO-PSO},
booktitle={Proceedings of the 7th International Conference on Water Resource and Environment - Volume 1: WRE,},
year={2021},
pages={189-195},
publisher={SciTePress},
organization={INSTICC},
doi={},
isbn={978-989-758-560-9},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 7th International Conference on Water Resource and Environment - Volume 1: WRE,
TI - Optimization of Hydropower Reservoir System Operations based on Improved CSO-PSO
SN - 978-989-758-560-9
AU - Hou J.
AU - Zhou H.
AU - Wu G.
PY - 2021
SP - 189
EP - 195
DO -