• CSCD核心库收录期刊
  • 中文核心期刊
  • 中国科技核心期刊

电力建设 ›› 2020, Vol. 41 ›› Issue (8): 111-119.doi: 10.12204/j.issn.1000-7229.2020.08.013

• 智能电网 • 上一篇    下一篇

计及不确定性的移动应急电源鲁棒优化调度

尚慧玉1,林鸿基2,李忠憓2,赵宏伟1,陈明辉1,阳曾1,文福拴2   

  1. 1. 广东电网有限责任公司广州供电局,广州市 510620; 2. 浙江大学电气工程学院,杭州市 310027
  • 出版日期:2020-08-07 发布日期:2020-08-07
  • 作者简介:尚慧玉 (1982),女,硕士,工程师,主要从事电力系统运行与控制方面的工作; 林鸿基 (1995),男,硕士,主要从事电力市场、电力系统优化调度与风险管理方面的研究工作; 李忠憓 (1996),女,硕士,主要从事电动汽车、电力市场与电力系统优化调度方面的研究工作; 赵宏伟 (1981),男,硕士,高级工程师,主要从事电力系统运行与控制方面的工作; 陈明辉 (1985),男,硕士,高级工程师,主要从事电力系统运行与控制方面的工作; 阳曾 (1981),男,硕士,高级工程师,主要从事电力系统运行与控制方面的工作; 文福拴 (1965),男,教授,博士生导师,通信作者,主要从事电力系统故障诊断与系统恢复、电力经济与电力市场、智能电网与电动汽车方面的研究工作。
  • 基金资助:
    国家重点研发计划项目(2017YFB0902900);南方电网公司重点科技项目(GZHKJXM20160035)

Robust Optimal Scheduling of Mobile Emergency Power Sources Considering Uncertainties

SHANG Huiyu1, LIN Hongji2, LI Zhonghui2, ZHAO Hongwei1, CHEN Minghui1, YANG Zeng1, WEN Fushuan2   

  1. 1.Guangzhou Power Supply Bureau of Guangdong Power Grid, Co., Ltd., Guangzhou 510620, China;2. College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China
  • Online:2020-08-07 Published:2020-08-07
  • Supported by:
    This work is supported by National Key Research and Development Program of China (No. 2017YFB0902900) and China Southern Power Grid Key Project (No. GZHKJXM20160035).

摘要: 建立电力应急响应机制对提升电力系统应急保障能力意义重大,发生停电事故时合理调度移动应急电源可以降低停电损失,是应急响应过程中重要的一环。停电事故发生时实际停电持续时间、移动应急电源行驶时间和重要用户缺电功率都存在不确定性,然而现有的与移动应急电源优化调度有关的研究大多并未考虑这些不确定因素。在此背景下,提出一种计及不确定性的移动应急电源鲁棒优化调度方法。首先,以区间数表示调度过程中的不确定因素,建立以重要用户停电损失最小为目标函数的包含区间数的优化模型。接着,针对该模型中包含的非线性函数及二次项,通过引入辅助决策变量的方法将模型转化为混合整数线性规划问题。然后,针对悲观解在很多情况下可能过于保守的不足,提出一种基于可接受的解的波动范围的鲁棒优化方法。最后,通过算例说明了所提出模型能够有效地应对移动应急电源优化调度中的不确定因素并得到有效的调度方案。

关键词: 移动应急电源, 优化调度, 鲁棒优化, 不确定性, 区间数

Abstract: Establishing an electric power emergency response mechanism is of great significance for improving the emergency support capability of a power system. Efficiently dispatching mobile emergency power sources in the event of a power outage is an important part of the emergency response, and can reduce the losses caused by the power outage. There are some uncertain factors associated with a power outage event and the corresponded emergency response procedure, such as the travelling time of mobile emergency power sources and the power shortage value of important users during a power outage event. These uncertain factors have not yet been systematically taken into consideration by most of the existing related publications. Given this background, a robust optimal scheduling method for mobile emergency power sources considering uncertainties is proposed. Firstly, the interval number is used to represent the uncertain factors, and an optimization model is established with the objective formulated as the minimization of the total outage losses of important users. Then, the nonlinear terms in the optimization model are linearized by introducing auxiliary decision variables, and the model is thus transformed into a mixed integer linear programming problem. Next, a robust optimization method based on the fluctuation range of the acceptable solution is proposed to attain a more reasonable solution compared with the pessimistic solutions which are conservative in most scenarios. Finally, numerical results are carried out to demonstrate that the uncertain factors in the optimal dispatch of mobile emergency power sources can be well considered by the proposed model and then an effective scheduling scheme attained.

Key words:  mobile emergency power source, optimal scheduling, robust optimization, uncertainty, interval number

中图分类号: