Optimized allocation of energy storage for integrated energy systems with coordinated source-load-storage interaction

IF 4.2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Wenqi Ge, Zilu Wang, Xiaotong Wang
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引用次数: 0

Abstract

With the realization of the “carbon peak and carbon neutrality”goals,the significance of energy storage technology in integrated energy systems has become increasingly prominent. To address the uncertainty of photovoltaic power generation under varying weather conditions and the strain imposed on the power system by large-scale demand on the load side, this study proposes a multidimensional advanced adiabatic compressed air energy storage model encompassing electricity, heat, cooling, and gas. This model incorporates the uncertainty of power supply in the integrated energy system, taking into account three weather scenarios (sunny, cloudy, and rainy) and optimizing energy storage configuration based on different load dimensions of electricity, heat, and cooling. Utilizing regional meteorological data and historical power datasets, an economic dispatch optimization model for the integrated energy system is established, with the objective of maximizing economic efficiency, for experimental evaluation.The results show that on a sunny day, for example, the degree of energy storage compensation for electric loads at peak hours is 3.42 %, the degree of compensation for heat loads is about 42 %, and the demand pressure of 50 % for cold loads can be relieved, which improves the degree of smoothing of the electric, heat, and cold load curves, and achieves peak shaving and valley filling; The total operating cost is $687,966 before optimisation and $647,027 after optimisation, with a 5.9 % reduction in user-side costs and a significant improvement in system economics, which is of some reference value for future energy system planning and operation.
源-负荷-蓄协同作用下一体化能源系统的储能优化配置
随着“碳峰值和碳中和”目标的实现,储能技术在综合能源系统中的意义日益凸显。为解决多变天气条件下光伏发电的不确定性和负荷侧大规模需求对电力系统的压力,本文提出了一种包含电、热、冷、气的多维先进绝热压缩空气储能模型。该模型考虑了综合能源系统供电的不确定性,考虑了晴、阴、雨三种天气情况,并根据不同的电、热、冷负荷尺寸优化储能配置。利用区域气象数据和历史电力数据,以经济效益最大化为目标,建立了综合能源系统经济调度优化模型,并进行了实验评估。结果表明:以晴天为例,高峰时段电力负荷的储能补偿程度为3.42%,热负荷的储能补偿程度约为42%,可缓解50%的冷负荷需求压力,提高了电、热、冷负荷曲线的平滑程度,实现了调峰填谷;优化前的总运行成本为687,966美元,优化后的总运行成本为647,027美元,用户侧成本降低5.9%,系统经济性显著提高,对未来能源系统规划和运行具有一定的参考价值。
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来源期刊
Electric Power Systems Research
Electric Power Systems Research 工程技术-工程:电子与电气
CiteScore
7.50
自引率
17.90%
发文量
963
审稿时长
3.8 months
期刊介绍: Electric Power Systems Research is an international medium for the publication of original papers concerned with the generation, transmission, distribution and utilization of electrical energy. The journal aims at presenting important results of work in this field, whether in the form of applied research, development of new procedures or components, orginal application of existing knowledge or new designapproaches. The scope of Electric Power Systems Research is broad, encompassing all aspects of electric power systems. The following list of topics is not intended to be exhaustive, but rather to indicate topics that fall within the journal purview. • Generation techniques ranging from advances in conventional electromechanical methods, through nuclear power generation, to renewable energy generation. • Transmission, spanning the broad area from UHV (ac and dc) to network operation and protection, line routing and design. • Substation work: equipment design, protection and control systems. • Distribution techniques, equipment development, and smart grids. • The utilization area from energy efficiency to distributed load levelling techniques. • Systems studies including control techniques, planning, optimization methods, stability, security assessment and insulation coordination.
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