| 基于SVM的微网控制策略研究 |
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| 引用本文： | 田春筝,袁鹏,蒋小亮,狄立,程昱明. 基于SVM的微网控制策略研究[J]. 能源工程, 2013, 0(6): 17-20 |
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| 作者姓名： | 田春筝 袁鹏 蒋小亮 狄立 程昱明 |
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| 作者单位： | 国家电网河南省电力经济技术研究院,河南郑州450000 |
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| 摘 要： | 在对微网控制方法的现状分析基础上,结合微网共有的简单结构特点,提出了一种基于SVM的控制策略,将微网控制问题抽象为模式识别问题,通过选择参数、训练模型、在线判断、采取措施,实现对微网的实时控制.通过仿真模拟一个简单的6节点算例,验证了该策略的准确性和时效性.
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| 关 键 词： | 微网系统 控制策略 支持向量机 模型训练 |
Micro-grid control stzategy based on SVM |
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| Affiliation: | TIAN Chun-zheng, YUAN Peng, JIANG Xiao-liang, et al (Henan Electric Power Corporation Economic Research Institute, Zhengzhou 450000, China) |
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| Abstract: | Considering that most microgrid systems have simple structure, one control strategy was brought out based on SVM after introducing current research condition. This method takes microgrid control problem as a pattern recogni tion problem and realizes real time control by selecting parameters, training models ,judging online and taking actions. Finally, one 6node example was simulated to verify the accuracy and sneed of this method. |
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| Keywords: | micro-grid system control strategy SVM model training |
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