The Creation and Validation of Load Time Series for Synthetic Electric Power Systems

被引:36
作者
Li, Hanyue [1 ]
Yeo, Ju Hee [1 ]
Bornsheuer, Ashly L. [1 ]
Overbye, Thomas J. [1 ]
机构
[1] Texas A&M Univ, Dept Elect & Comp Engn, College Stn, TX 77840 USA
基金
美国国家科学基金会;
关键词
Time series analysis; Buildings; Power systems; Load modeling; Data models; Load management; Shape; Synthetic time series; residential commercial and industrial load; synthetic power systems; MODEL;
D O I
10.1109/TPWRS.2020.3018936
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Synthetic power systems that imitate functional and statistical characteristics of the actual grid have been developed to promote researchers' access to public system models. Developing time series to represent different operating conditions of these synthetic systems will expand the potential of synthetic power systems applications. This paper proposes a methodology to create synthetic time series of bus-level load using publicly available data. Comprehensive validation metrics are provided to assure that the quality of synthetic time series data is sufficiently realistic. This paper also includes an example application in which the methodology is used to construct load scenarios for a 10,000-bus synthetic case.
引用
收藏
页码:961 / 969
页数:9
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