配电网中分布式风电可调鲁棒优化规划Adjustable Robust Optimization for Distributed Wind Power Planning in Distribution Network
温俊强;曾博;张建华;
摘要(Abstract):
随着分布式风力发电接入配电网的比例不断提高,考虑风电出力随机性的分布式风电规划成为了配电网规划中的重要研究内容。提出了一个计及风速不确定性的鲁棒优化规划方法,为了简化配电网中鲁棒优化的计算,首先对配电网的潮流计算进行了线性化处理,然后又利用线性优化强对偶理论将鲁棒优化模型转变成了一个混合整型线性规划(mixed integer linear program,MILP)问题。接着又引入了可调鲁棒优化规划模型,通过不确定度弥补鲁棒优化偏于保守的不足。最后通过商业软件CPLEX对上述问题进行求解计算,算例分析表明,使用所提的鲁棒优化模型可以快速有效的计算出规划结果,可调鲁棒优化模型可以提高系统的性能鲁棒性。
关键词(KeyWords): 配电网分布式风电规划;不确定性;潮流线性化;混合整型线性规划;可调鲁棒优化
基金项目(Foundation): 中央高校基本科研业务费专项资金资助项目(2015QN01);; 国家自然科学基金资助项目(51277067)~~
作者(Author): 温俊强;曾博;张建华;
Email:
DOI: 10.13335/j.1000-3673.pst.2016.01.031
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