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Optimization of Wind-Marine Hybrid Power System Configuration Based on Genetic Algorithm 被引量:1

Optimization of Wind-Marine Hybrid Power System Configuration Based on Genetic Algorithm
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摘要 Multi-energy power systems can use energy generated from various sources to improve power generation reliability.This paper presents a cost-power generation model of a wind-tide-wave energy hybrid power system for use on a remote island,where the configuration is optimized using a genetic algorithm.A mixed integer programming model is used and a novel object function,including cost and power generation,is proposed to solve the boundary problem caused by existence of two goals.Using this model,the final optimized result is found to have a good fit with local resources. Multi-energy power systems can use energy generated from various sources to improve power generation reliability. This paper presents a cost-power generation model of a wind-tide-wave energy hybrid power system for use on a remote island, where the configuration is optimized using a genetic algorithm. A mixed integer programming model is used and a novel object function, including cost and power generation, is proposed to solve the boundary problem caused by existence of two goals. Using this model, the final optimized result is found to have a good fit with local resources.
机构地区 College of Engineering
出处 《Journal of Ocean University of China》 SCIE CAS CSCD 2017年第4期709-715,共7页 中国海洋大学学报(英文版)
基金 supported by the National Natural Science Foundation of China(No.41376100) the Natural Science Foundation of Shandong Province(No.ZR2015QZ04) the Science and Technology Major Project of Shandong Province(No.2014ZZCX06105) the Science and Technology Development Plan of Qingdao(No.15-8-3-7-jch)
关键词 genetic algorithm cost-power generation function multi-energy system marine energy 优化配置 遗传算法 混合动力系统 混合整数规划模型 海洋 混合发电系统 发电可靠性 电模型
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