Optimal dispatch of active distribution network based on firefly algorithm

WU Zhongqiang; ZHAO Liru

doi:10.16081/j.issn.1006-6047.2019.03.024

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Optimal dispatch of active distribution network based on firefly algorithm

更新时间：2025-04-25

- Optimal dispatch of active distribution network based on firefly algorithm
- Vol. 39, Issue 3, Pages: 149-154(2019)
- 作者机构：
  
  燕山大学电气工程学院工业计算机控制工程河北省重点实验室
- 作者简介：
- 基金信息：
- DOI：10.16081/j.issn.1006-6047.2019.03.024
  CLC： TM73
- Published：2019
- 稿件说明：
移动端阅览
[1]吴忠强,赵立儒.基于萤火虫算法的主动配电网优化调度[J].电力自动化设备,2019,39(03):149-154.

WU Zhongqiang, ZHAO Liru. Optimal dispatch of active distribution network based on firefly algorithm[J]. 2019, 39(3): 149-154.
[1]吴忠强,赵立儒.基于萤火虫算法的主动配电网优化调度[J].电力自动化设备,2019,39(03):149-154. DOI： 10.16081/j.issn.1006-6047.2019.03.024.

WU Zhongqiang, ZHAO Liru. Optimal dispatch of active distribution network based on firefly algorithm[J]. 2019, 39(3): 149-154. DOI： 10.16081/j.issn.1006-6047.2019.03.024.

摘要

主动配电网为高渗透率分布式可再生能源接入提供了有效途径。针对风能等可再生能源所固有的间歇性、波动性与随机性引起的功率波动问题

在配电网中引入储能系统作为可控负荷

建立包含风能与储能系统的主动配电网调度模型

该模型以储能系统的出力为变量;分别以平滑混合毛功率和混合净功率为目标

有效避免可再生能源接入对配电网造成的冲击。提出改进萤火虫算法求解主动配电网优化调度问题。仿真算例验证了所提模型与算法的有效性。

Abstract

Active distribution network provides an effective way for the access of distribution renewable energy with high penetration. Aiming at the power fluctuation problem caused by the inherent intermittence

fluctuation

and randomness of wind energy

ESS（Energy Storage System） is introduced into distribution network as a controllable load

and a dispatch model of distribution network with wind energy and ESS is built

which takes the ESS output as its variable. Smoothing the hybrid gross output and hybrid net output are respectively taken as the objectives to effectively avoid the impact of renewable energy access on distribution network. An improved firefly algorithm is proposed to solve the optimal dispatch problem of active distribution network. Simulation example verifies the effectiveness of the proposed model and algorithm.

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