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综合能源微网系统的滚动优化经济调度

杜妍 裴玮 葛贤军 邓卫 屈慧

电力系统及其自动化学报2017,Vol.29Issue(11):20-25,6.
电力系统及其自动化学报2017,Vol.29Issue(11):20-25,6.DOI:10.3969/j.issn.1003-8930.2017.11.004

综合能源微网系统的滚动优化经济调度

Rolling Optimization of Economic Dispatching for Multi-energy Micro-grid System

杜妍 1裴玮 2葛贤军 1邓卫 2屈慧3

作者信息

  • 1. 中国科学院电工研究所分布式能源与直流电网科学技术实验室,北京 100190
  • 2. 中国科学院大学电子电气与通信工程学院,北京 100049
  • 3. 中国电力科学研究院,北京 100192
  • 折叠

摘要

Abstract

An optimal economic dispatching model of multi-energy micro-grid system within uncertain real-time sur?roundings is proposed in this paper. Given that the model involves random factors including renewable energy genera?tion,demand-side load and real-time price,a rolling optimization strategy is implemented to restrain their effects and maximize the energy utilization efficiency. Furthermore,considering the cogeneration of heat and power from the micro-grid system,a micro-turbine is regarded as the coupling unit,and the network power flow constraints are combined with the thermal balance constraints to establish an optimal power flow model of the multi-energy micro-grid. To comply with the mixed-integer and nonlinear features of the proposed model,an improved particle swarm optimization algorithm is applied with self-adaptive weight factor,and heuristic rules are used to confine the evolutionary direction of the thermal-power coupling units. The proposed model and its solution method are tested on a reconstructed IEEE 37-node distribu?tion system,and its effectiveness is validated by simulation results.

关键词

综合能源微网/经济调度/滚动优化/最优潮流/混合整数非线性规划/粒子群优化算法

Key words

multi-energy micro-grid/economic dispatching/rolling optimization/optimal power flow/mixed-integer nonlinear programming/particle swarm optimization algorithm

分类

信息技术与安全科学

引用本文复制引用

杜妍,裴玮,葛贤军,邓卫,屈慧..综合能源微网系统的滚动优化经济调度[J].电力系统及其自动化学报,2017,29(11):20-25,6.

基金项目

国家自然科学基金资助面上项目(51277170),国家重点基础研究发展计划(973计划)资助项目(2012CB215204) (51277170)

电力系统及其自动化学报

OA北大核心CSCDCSTPCD

1003-8930

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