中国电力2024,Vol.57Issue(9) :205-216.DOI:10.11930/j.issn.1004-9649.202311024

区域综合能源系统多类型储能协同优化与运行策略

Coordinated Optimization and Operational Strategy for Multi-type Energy Storage in Regional Integrated Energy Systems

高明非 韩中合 赵斌 李鹏 吴迪
中国电力2024,Vol.57Issue(9) :205-216.DOI:10.11930/j.issn.1004-9649.202311024

区域综合能源系统多类型储能协同优化与运行策略

Coordinated Optimization and Operational Strategy for Multi-type Energy Storage in Regional Integrated Energy Systems

高明非 1韩中合 2赵斌 3李鹏 2吴迪2
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作者信息

  • 1. 华北电力大学动力工程系,河北保定 071003
  • 2. 华北电力大学动力工程系,河北保定 071003;河北省低碳高效发电技术重点实验室(华北电力大学),河北保定 071003
  • 3. 长沙理工大学能源与动力工程学院,湖南长沙 410114
  • 折叠

摘要

针对区域综合能源系统中多元异质能源的运行优化问题,提出了一种针对多能源协同供应的多储能系统协同运行优化方法.首先,结合综合能源系统的架构特征和系统的运行需求,建立了基于多目标优化的多储能系统协同运行优化模型.然后,综合考虑经济、环境和能效 3 个目标,采用改进的多目标粒子群优化算法结合逼近理想解排序法优化系统运行参数.最后,以国内某区域综合能源系统为例进行了案例分析,并探究了不同储能策略对系统的运行性能和协同优化效果的影响.研究发现,实施多储能系统协同优化策略,可以显著提升系统的经济性、环保性和能源效率.所提策略为区域综合能源系统中的多储能系统协同优化和多能源协同供应提供了可行的解决方案.

Abstract

To address the operational optimization issues of multiple heterogeneous energy in regional integrated energy systems,a coordinated operational optimization method for multi-energy storage systems aimed at multi-energy synergistic supply is proposed.Firstly,a coordinated operational optimization model based on multi-objective optimization was established for multi-energy storage systems by combining the architectural features of integrated energy systems with their operational requirements.And then,by taking into account three objectives of economy,environment,and energy efficiency,the model was used to optimize the operational parameters of systems by utilizing the improved multi-objective particle swarm optimization(MOPSO)algorithm in conjunction with the TOPSIS method.Finally,a case study was conducted using an actual regional integrated energy system in China,to explore the impact of different energy storage strategies on the system's operational performance and coordinated optimization effects.The research found that implementation of the coordinated optimization strategy for multi-energy storage systems can significantly enhance the system's performance in terms of economy,environmental protection,and energy efficiency.This study offers a viable solution for coordinated optimization of the multi-energy storage systems and synergistic supply of the multiple energies within regional integrated energy systems.

关键词

综合能源系统/多能互补/多类型储能/多目标/协同优化

Key words

integrated energy system/multi-energy complementarity/multi-type energy storage/multi-objective/coordinated optimization

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基金项目

国家自然科学基金资助项目(52206247)

河北省自然科学基金资助项目(E2022502017)

湖南省教育厅科学研究重点项目(22A0217)

北京市自然科学基金资助项目(3224069)

出版年

2024
中国电力
国网能源研究院 中国电机工程学会

中国电力

CSTPCD北大核心
影响因子:1.463
ISSN:1004-9649
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