[1]张少峰,贾燕峰,丁锐鑫,等.含光伏配电网实时运行长期规划联合优化的光储双层优化配置[J].机械与电子,2026,44(06):121-126.
　ZHANG Shaofeng,JIA Yanfeng,DING Ruixin,et al.Two-layer Optimal Configuration of Photovoltaic and Energy Storage for Joint Real-time Operation and Long-term Planning Optimization in Distribution Network with PV Integration[J].Machinery & Electronics,2026,44(06):121-126.
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含光伏配电网实时运行长期规划联合优化的光储双层优化配置()
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《机械与电子》[ISSN:1001-2257/CN:52-1052/TH]

卷:
44
期数:
2026年06期
页码:
121-126
栏目:
电力控制
出版日期:
2026-06-27

文章信息/Info

Title:
Two-layer Optimal Configuration of Photovoltaic and Energy Storage for Joint Real-time Operation and Long-term Planning Optimization in Distribution Network with PV Integration
文章编号:
1001-2257(2026)06-0121-06
作者:
张少峰1; 贾燕峰1; 丁锐鑫1; 姚迎新1; 张 勋2; 季玉琦2
1.国网河南省电力公司三门峡供电公司,河南 三门峡 472000;
2.郑州轻工业大学电气信息工程学院,河南 郑州 450002
Author(s):
ZHANG Shaofeng1; JIA Yanfeng1; DING Ruixin1; YAO Yingxin1; ZHANG Xun2; JI Yuqi2
(1.Sanmenxia Provincial Electric Power Company,State Grid Henan Province Power Supply Company,Sanmenxia 472000,China;
2.School of Electrical and Information Engineering,Zhengzhou University of Light Industry,Zhengzhou 450002,China)
关键词:
双层配置模型; 经济性; 电压偏移量; 潮流计算
Keywords:
two-layer configuration model; economy performance; voltage offset; power flow calculation
分类号:
TM615
文献标志码:
A
摘要:
针对海量光伏接入配电网背景下的光伏储能联合规划问题,提出一种实时运行长期规划联合优化的光储双层优化配置模型。上层模型为规划层,引入系统综合经济性指标,对系统的经济性进行评估。下层模型为运行层,将网损和弃光量纳入运行成本,以经济惩罚形式融入目标函数,实现系统运行成本的经济性评估,同时通过计算节点电压幅值与平均电压幅值之差的绝对值之和来评估电压偏移量。采用粒子群优化算法对双层配置模型进行求解,其中,规划层采用单目标粒子群算法,运行层使用Matpower进行潮流计算,通过多目标粒子群算法寻找帕累托最优解。最后,以IEEE 33节点配网系统进行算例仿真,结果表明,所提出的实时运行长期规划联合优化双层配置模型通过资源协同优化,提高了系统的经济性和安全性。
Abstract:
Aiming at the joint planning problem of photovoltaic (PV) and energy storage systems under the background of large scale photovoltaic integration into distribution networks,a two-layer optimal configuration model for photovoltaic and energy storage based on the joint optimization of real-time operation and long-term planning is proposed.The upper layer is the planning layer,which introduces a comprehensive economic indicator of the system to evaluate the economic performance of the system.The lower layer is the operation layer,where network losses and photovoltaic curtailment are incorporated into the operation cost,and integrated into the objective function in the form of economic penalties to realize the economic control of system operation costs.Meanwhile,the voltage deviation is evaluated by calculating thesum of absolute differences between the nodal voltage magnitude and the average voltage magnitude.The two-layer configuration model is solved by Particle Swarm Optimization (PSO),in which the single-objective PSO is adopted in the planning layer,and the power flow calculation is carried out by using Matpower in the operation layer,while a multi-objective PSO is adopted to find the Pareto optimal solutions. Finally,case simulations are conductedon the IEEE 33-bus distributi on network system.The results show that the proposed two-layer joint optimization model integrating real time operation and long-term planning improves the economy and security of the system through coordinated resource optimization

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备注/Memo

备注/Memo:
收稿日期:2026-02-04
基金项目:国网河南省电力公司科技项目资助(5217I0250004)
作者简介:张少峰 (1972-),男,河南三门峡人,高级工程师,研究方向为电网规划设计。
更新日期/Last Update: 2026-08-27