水力发电学报2024，Vol.43Issue(3)：43-56,14.DOI:10.11660/slfdxb.20240305
计及不确定性的风光抽蓄发电系统容量优化
Capacity optimization of wind-solar pumped storage power generation system considering uncertainties
摘要
Abstract
Large-scale utilization of new energy such as wind and solar is an important way to achieve the goal of dual carbon,but its uncertainties affect the operation stability of power systems and the capability of absorbing new energy.This paper develops a capacity optimization allocation method considering uncertainties for wind-solar pumped storage power generation systems.First,a random distribution function is used to describe the output characteristics and load distributions of wind power and photovoltaic power generation,and a mathematical model of complementary power generation system is developed.Then,we construct a two-layer capacity optimization configuration model based on the information gap decision theory and the entropy weight method.Finally,we use a multiverse optimization algorithm to solve for capacity optimization configuration schemes.Calculations show that investors can adopt different allocation strategies for source-load uncertainty according to their investment intentions,and the operating results obtained can well meet the requirements in different operation modes and multiple operation scenarios.Our method can help reduce the comprehensive cost significantly,improve the capacity of new energy consumption,and maintain the long-term operation of pumped storage power stations.关键词
源荷不确定性/信息间隙决策理论/抽水蓄能/容量优化配置/双层优化Key words
source load uncertainties/information gap decision theory/pumped storage/capacity optimization configuration/two-tier optimization分类
信息技术与安全科学引用本文复制引用
刘帅,吴胜洋,刘卫亮,刘长良,王昕,康佳垚..计及不确定性的风光抽蓄发电系统容量优化[J].水力发电学报,2024,43(3):43-56,14.基金项目
国家能源科技项目(GJNY-21-98) （GJNY-21-98）
中央高校基本科研业务费(2023JC010 （）
2023JG005) （）
