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含高比例可再生能源的需求侧资源灵活性优化调度:一种Stackelberg博弈方法

Peng Lu Hao Lv Nian Liu Tieqiang Wang Jianpei Han Wenwu Zhang Li Ma

全球能源互联网(英文)2021,Vol.4Issue(1):28-38,11.
全球能源互联网(英文)2021,Vol.4Issue(1):28-38,11.DOI:10.14171/j.2096-5117.gei.2021.01.003

含高比例可再生能源的需求侧资源灵活性优化调度:一种Stackelberg博弈方法

Optimal flexibility dispatch of demand side resources with high penetration of renewables: a Stackelberg game method

Peng Lu 1Hao Lv 1Nian Liu 2Tieqiang Wang 1Jianpei Han 2Wenwu Zhang 3Li Ma4

作者信息

  • 1. State Grid Hebei Electric Power Company, Shijiazhuang 050011, Hebei Province, P. R. China
  • 2. North China Electric Power University, Beijing 102206, P. R. China
  • 3. Tellhow Software Co. Ltd., Nanchang 330096, Jiangxi Province, P. R. China
  • 4. Stevens Institute of Technology, Hoboken, NJ 07030, USA
  • 折叠

摘要

Abstract

To promote the utilization of renewable energy, such as photovoltaics, this paper proposes an optimal flexibility dispatch method for demand-side resources (DSR) based on the Stackelberg game theory. First, the concept of the generalized DSR is analyzed and flexibility models for various DSR are constructed. Second, owing to the characteristics of small capacity but large-scale, an outer approximation is proposed to describe the aggregate flexibility of DSR. Then, the optimal flexibility dispatch model of DSR based on the Stackelberg game is established and a decentralized solution algorithm is designed to obtain the Stackelberg equilibrium. Finally, the actual data are utilized for the case study and the results show that, compared to the traditional centralized optimization method, the proposed optimal flexibility dispatch method can not only reduce the net load variability of the DSR aggregator but is beneficial for all DSR owners, which is more suitable for practical applications.

关键词

需求侧资源/优化调度/聚合灵活性/Stackelberg博弈/分散式求解

Key words

Demand side resource/Optimal dispatch/Aggregate flexibility/Stackelberg game/Decentralized solution

引用本文复制引用

Peng Lu,Hao Lv,Nian Liu,Tieqiang Wang,Jianpei Han,Wenwu Zhang,Li Ma..含高比例可再生能源的需求侧资源灵活性优化调度:一种Stackelberg博弈方法[J].全球能源互联网(英文),2021,4(1):28-38,11.

基金项目

This work was supported by Science and Technology Project of State Grid Hebei Electric Power Company (SGHE0000DKJS2000228). (SGHE0000DKJS2000228)

全球能源互联网(英文)

OACSCDCSTPCDEI

2096-5117

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