Analysis of Voltage Violation Based on Extreme Value Theory

被引：0
|
作者：
Sun, Liwen [1 ]
Wu, Han [1 ]
Meng, Na [2 ]
机构：
[1] Nanjing Insititute Technol, Smart Grid Insititute, Nanjing, Peoples R China
[2] China Elect Power Res Inst, State Key Lab Operat & Control Renewable Energy &, Nanjing, Peoples R China
来源：
2022 4TH INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS, SPIES | 2022年
关键词：
voltage violation; Cornish Fisher series; EVT; GEV; probability;
D O I：
10.1109/SPIES55999.2022.10082652
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：
In this paper, we present a novel method about voltage violation for distribution networks under high stochastic load penetration. The proposed method combines extreme value theory (EVT) with Cornish Fisher series and semi invariants. In this method, the generalized extreme value (GEV) distribution directly fits the node injection load which avoids the influence of the correlation between various loads, and has the characteristic of small data demand. The efficacy of the proposed approach has been illustrated by an example analysis in the IEEE33 node system.
引用
收藏
页码：64 / 68
页数：5
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