基于源荷频谱解耦的广域风光中转外送系统长短期储能规划OA
Long-and short-term energy storage planning for wide-area wind-solar transit and delivery systems based on source-load spectrum decoupling
西北"沙戈荒"风光资源的大规模开发带来了广域新能源并网的挑战,由中转电网提供灵活性资源并打包送出是最切实际的解决思路.以广域风光的长短期波动以及不同尺度灵活性需求为切入点,研究长短期储能优化规划问题.首先,建立长短期储能的成本-频率特性模型,定量刻画抽水蓄能和电化学的特性并明确二者分工;从净负荷频谱特性出发,采用源荷频谱解耦的方法进行分析,区分高低频范围并提取典型频率.其次,提出源荷频谱解耦后的场景时序重构方法,除场景日外,构建以低频分量为主的场景周期模型.然后,建立计及输入、外送断面及通道约束的系统模型,结合受端电网中长期需求曲线及履约要求,构建中转电网多时间尺度运行模拟模型,进而建立长短期储能优化规划模型.以西北某省级地区实际系统为例进行算例分析,结果表明:源荷频谱解耦方法能够有效识别净负荷时序曲线中的核心高低频率分量;长短期储能在平抑大规模风光波动中互为补充、缺一不可;与广域风光直接外送相比,依托中转电网汇集打包的送出方式效益提升显著.
Large-scale development of wind and solar resources in Gobi-desert-barren land areas of Northwest China presents significant challenges to the grid integration of wide-area renewable energy.Supplying flexible resources and realizing bundled delivery via a transit power grid is considered the most practical solution.Focusing on the long-and short-term fluctuations of wide-area wind and solar power and flexibility requirements at different scales,this paper investigates the optimal planning of long-and short-term energy storage.First,a cost-frequency characteristic model for long-and short-term energy storage is established to quantitatively characterize the performance of pumped storage and electrochemical storage and clarify their respective roles.Based on the spectral characteristics of the net load,a source-load spectrum decoupling method is adopted for analysis to distinguish high-frequency and low-frequency ranges and extract typical frequency components.Second,a scenario temporal reconstruction method following source-load spectrum decoupling is proposed.In addition to daily scenarios,a scenario cycle model dominated by low-frequency components is constructed.Third,a system model considering input,delivery cross-section,and transmission channel constraints is established.By incorporating the medium-and long-term demand curves and performance requirements of the receiving-end grid,a multi-timescale operation simulation model for the transit grid is developed,and further an optimal planning model for long-and short-term energy storage is formulated.A case study is conducted on an actual provincial-level system in Northwest China.The results demonstrate that the source-load spectrum decoupling method can effectively identify the core high-and low-frequency components within the net load time-series;long-and short-term energy storage complement each other and are indispensable for mitigating large-scale wind-solar fluctuations;compared with the direct outward delivery of wide-area wind and solar power,the bundled delivery approach via a transit grid yields significantly greater benefits.
王邦彦;王若谷;张名哲;王秀丽;丁颖;王子昂;王锡凡;李明;彭书涛;薛建
西安交通大学 电气工程学院,陕西 西安 710049国网陕西省电力有限公司电力科学研究院,陕西 西安 710100西安交通大学 电气工程学院,陕西 西安 710049西安交通大学 电气工程学院,陕西 西安 710049西安交通大学 电气工程学院,陕西 西安 710049西安交通大学 电气工程学院,陕西 西安 710049西安交通大学 电气工程学院,陕西 西安 710049国网陕西省电力有限公司电力科学研究院,陕西 西安 710100国网陕西省电力有限公司电力科学研究院,陕西 西安 710100国网陕西省电力有限公司电力科学研究院,陕西 西安 710100
长短期储能优化规划频谱分析中转外送系统广域风光
long-and short-term energy storageoptimization planningspectrum analysistransit and delivery systemwide-area wind and solar power
《中国电力》 2026 (9)
146-158,13
国家自然科学基金面上项目(52577137)国家电网公司科技项目(SGSNJY00XGJS2600017). This work is supported by National Natural Science Foundation of China(No.52577137),and Science and Technology Project of SGCC(No.SGSNJY00XGJS2600017).
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