考虑相关性的间歇性分布式电源选址定容规划

ZHANG Shenxi

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考虑相关性的间歇性分布式电源选址定容规划

更新时间：2025-08-13

- 考虑相关性的间歇性分布式电源选址定容规划
- Automation of Electric Power Systems Vol. 39, Issue 8, Pages: 53-58(2015)
- 作者机构：
  
  电力传输与功率变换控制教育部重点实验室(上海交通大学),上海市,200240
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2015
- 稿件说明：
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ZHANG Shenxi. [J]. Automation of electric power systems, 2015, 39(8): 53-58.
DOI：

ZHANG Shenxi. [J]. Automation of electric power systems, 2015, 39(8): 53-58. DOI：

摘要

节能减排背景下

以分布式风电和光伏为代表的间歇性分布式电源得到了快速发展。考虑风速、光照强度和负荷间的相关性

以年综合费最小为目标

利用机会约束规划方法建立了间歇性分布式电源选址定容规划模型。采用秩相关系数矩阵表征风速、光照强度和负荷间的相关性

利用拉丁超立方采样和Cholesky分解生成相关性样本矩阵。应用动态小生境差分进化算法对规划模型进行求解。IEEE 33节点配电网算例的仿真结果验证了模型的合理性。

Abstract

Under the background of energy conservation

the intermittent distributed generator has been developed rapidly. It is represented by distributed wind turbine generator and photovoltaic generator. Based on the chance constrained programming

this paper proposes a model for optimal siting and sizing of intermittent distributed generator with the objective of minimizing annual comprehensive cost. The proposed model can take the correlations among wind speed

illumination intensity and load demand into account. The correlations are characterized by rank correlation coefficient matrix

Latin hypercube sampling and Cholesky decomposition are applied to generate the correlated samples. Dynamic niche differential evolution algorithm is used to solve the model. Case studies are carried out on the IEEE 33-bus distribution network

and the results verify the feasibility of the proposed model. This work is supported by National Key Technology R&D Program (No. 2013BAA01B04) and National Natural Science Foundation of China (No. 51261130473).

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考虑相关性的分布式电源多目标规划方法

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