南方电网技术2025，Vol.19Issue(7)：50-61,12.DOI:10.13648/j.cnki.issn1674-0629.2025.07.004
基于改进霜冰优化算法的混合风-光-波一体化系统阵列优化
Array Layout Optimization of Hybrid Wind-Solar-Wave System Based on Improved Rime Optimization Algorithm
摘要
Abstract
With the growing determination of the international community to strengthen climate and environmental governance,and under the multiple drivers of China's'Double Carbon'policy and marine power strategy,renewable energy is gradually replacing fos-sil fuels as a new type of power generation resource.Among these,wave energy generation has been extensively studied due to its abundant resources and environmental benefits.Compared to the low energy utilization efficiency of single wave energy generation systems,the hybrid wind-solar-wave system(HWSWS)can maximize multi-energy complementarity.Therefore,improving the ef-ficiency and output of HWSWS is of profound significance.To fully leverage the advantages of wind,solar,and wave energy,this paper proposes an array layout optimization strategy of HWSWS based on the improved rime optimization algorithm(IRIME).By integrating logistic chaotic mapping,golden sine strategy,and Lévy flight strategy,the original rime optimization algorithm(RIME)is improved.To validate the effectiveness of IRIME in optimizing HWSWS arrays,this paper performs optimizations on arrays at the five HWSWS and nine HWSWS scales.The simulation results show that the HWSWS optimized by IRIME achieves the maximum power output.Compared to RIME,particle swarm optimization(PSO),grey wolf optimizer(GWO),and aquila optimizer(AO),the output power of the five HWSWS array increases by 36.2 kW,83.3 kW,27.6 kW,and 38.0 kW,respectively.Besides,the output power of the nine HWSWS array increases by 45.5 kW,191.2 kW,168.5 kW,and 66.5 kW,respectively,demonstrating the effectiveness and superiority of IRIME.关键词
改进霜冰优化算法/波浪能转换器/漂浮式光伏/漂浮式风电/混合风-光-波一体化系统/SimuNPS软件Key words
improved rime optimization algorithm/wave energy converter/floating photovoltaic/floating wind turbine/hybrid wind-solar-wave system/SimuNPS software分类
信息技术与安全科学引用本文复制引用
杨博,张芮,胡袁炜骥,李鸿彪,郜登科,陆海..基于改进霜冰优化算法的混合风-光-波一体化系统阵列优化[J].南方电网技术,2025,19(7):50-61,12.基金项目
国家自然科学基金资助项目(62263014) （62263014）
云南省应用基础研究计划资助项目(202401AT070344) （202401AT070344）
云南省澜湄国家电力技术国际联合实验室资助项目(202203AP140001).Supported by the National Natural Science Foundation of China(62263014) （202203AP140001）
Yunnan Provincial Basic Research Program(202401AT070344) （202401AT070344）
Yunnan Lancang-Mekong International Electric Power Technology Joint Laboratory Project(202203AP140001). （202203AP140001）
