| 基于双层优化模型的风-光-储互补发电系统优化配置 |
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| 引用本文： | 王磊,王昭,冯斌,杨攀峰.基于双层优化模型的风-光-储互补发电系统优化配置[J].太阳能学报,2022,43(5):98-104. |
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| 作者姓名： | 王磊 王昭 冯斌 杨攀峰 |
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| 作者单位： | 中国电力工程顾问集团西北电力设计院有限公司,西安 710075 |
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| 基金项目： | 中国能源建设股份有限公司科技项目（CEEC2019-KJ06）; 中国电力工程顾问集团西北电力设计院有限公司科技项目（XB1-DK01-2019） |
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| 摘 要： | 提出一种基于双层优化模型的风-光-储互补发电系统优化配置方法,外层优化以互补发电系统年净收益最大化为目标、通过量子粒子群算法优化风-光-储容量配置;内层优化以互补发电系统日出力波动率和日出力峰谷差最小化为目标、通过8760 h生产模拟优化储能充放电功率。实际算例仿真计算结果表明,所提算法能有效解决风-光-储互补发电系统在规划阶段的优化配置问题。
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| 关 键 词： | 风光储 容量配置 双层优化模型 量子粒子群 8760h生产模拟 |
| 收稿时间： | 2020-05-13 |
OPTIMAL CONFIGURATION OF WIND-PHOTOVOLTAIC-ESS COMPLEMENTARY POWER GENERATION SYSTEM BASED ON BI-LEVEL OPTIMIZATION MODEL |
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| Wang Lei,Wang Zhao,Feng Bin,Yang Panfeng.OPTIMAL CONFIGURATION OF WIND-PHOTOVOLTAIC-ESS COMPLEMENTARY POWER GENERATION SYSTEM BASED ON BI-LEVEL OPTIMIZATION MODEL[J].Acta Energiae Solaris Sinica,2022,43(5):98-104. |
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| Authors: | Wang Lei Wang Zhao Feng Bin Yang Panfeng |
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| Affiliation: | Northwest Electric Power Design Institute Co., Ltd. of China Power Engineering Consultion Group, Xi’an 710075, China |
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| Abstract: | An optimal configuration of wind-photovoltaic-ESS complementary power generation system based on bi-level optimization model is proposed, the outer layer is optimized to maximize the annual net income of the complementary power generation system by quantum particle swarm optimization （QPSO）, the inner layer is optimized to minimize the sunrise force volatility and peak-valley difference of complementary generation system, and optimizes the charge-discharge power of ESS through 8760 hours production simulation. The simulation results show that the proposed algorithm can effectively solve the capacity optimization allocation problem of wind-photovoltaic-ESS complementary power generation system in the planning stage. |
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| Keywords: | wind-photovoltaic-ESS capacity configuration bi-level optimization model quantum particle swarm optimization 8760 hours production simulation |
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