Optimal Operation of Cascade Hydropower Stations Based on Chaos Cultural Sine Cosine Algorithm

2018 3rd Asia Conference on Power and Electrical Engineering

能源学;电工学

Zou, Qiang^1 ; Li, Anqiang^1 ; He, Xiaocong^1 ; Wang, Xuemin^1

Changjiang Institute of Survey, Planning Design and Research CO., LTD., Wuhan

430010, China^1

关键词: Benchmark functions;    Cascade hydropower stations;    Cultural Algorithm;    Global searching ability;    New efficient method;    Optimal operation;    Pre-mature convergences;    Sine-cosine algorithm;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/366/1/012005/pdf
DOI  :  10.1088/1757-899X/366/1/012005

来源: IOP

【 摘 要 】

Due to the fact that Sine Cosine Algorithm(SCA) may easily premature convergence, by taking cultural algorithm as the framework of population space and using chaotic search to lead the evolvement of belief space, a new Chaos Cultural Sine Cosine Algorithm (CCSCA) was present in this paper. And the results of typical benchmark functions show that CCSCA has better global searching ability than SCA to avoid the premature phenomenon. Finally, CCSCA was employed for optimal operation of cascade hydropower stations (OOCHS), and case study showed that CCSCA could get satisfying results with high accuracy and fast efficient, thus providing a new efficient method to solve OOCHS.