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基于机会约束的分布式电源信息-物理优化设备协同规划

李涵深 刘文霞

全球能源互联网(英文)2022,Vol.5Issue(6):645-653,9.
全球能源互联网(英文)2022,Vol.5Issue(6):645-653,9.DOI:10.1016/j.gloei.2022.12.006

基于机会约束的分布式电源信息-物理优化设备协同规划

Coordinated Cyber-Physical equipment planning for distributed generation based on chance constrained

李涵深 1刘文霞1

作者信息

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摘要

Abstract

With development of distributed generation (DG), configuration of optimization equipment is crucial for absorbing excess electricity and stabilizing fluctuations. This study proposes a two-layer configuration strategy coordinates active cyber control and the physical energy storage (ES) system. First, an upper economic model is developed. Based on chance-constrained programming, an operation model accounts for inherent uncertainty are then developed. Under constraint of voltage risk level, a lower operation model is developed. Finally, a solution based on differential evolution is provided. An IEEE 33 bus system simulation was used to validate efficacy of model. The effects of risk level, equipment price, and chance-constrained probability were analyzed, providing a foundation for power consumption and expansion of cyber-physical systems.

关键词

配电信息-物理系统/主动控制/储能/分布式电源/机会约束规划

Key words

Distribution cyber–physical system/Active control/Energy storage/Distributed generation/Chance-constrained programming

引用本文复制引用

李涵深,刘文霞..基于机会约束的分布式电源信息-物理优化设备协同规划[J].全球能源互联网(英文),2022,5(6):645-653,9.

基金项目

This work was supported by the National Key R&D Plan(2017YFB0903100)and State Grid Electric Power Co.,Ltd.science and technology project(2021JBGS-03). (2017YFB0903100)

全球能源互联网(英文)

OACSCDCSTPCDEI

2096-5117

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