| 基于MILP-ANN方法的低碳智慧岛分布式发电管理模型 |
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| 引用本文： | 王跃锦,薛松,朱晓丽.基于MILP-ANN方法的低碳智慧岛分布式发电管理模型[J].华东电力,2011(9). |
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| 作者姓名： | 王跃锦 薛松 朱晓丽 |
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| 作者单位： | 华北电力大学能源与电力经济研究咨询中心; |
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| 基金项目： | 国家自然科学基金项目(70671041,70771039); 国家教育部博士点专项基金资助(200800790007); 国家电网公司科技项目(KJ-2010-26)~~ |
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| 摘 要： | 研究了低碳智慧岛分布式能源体系及供能模式,在此基础上构建了基于混合整数线性规划(Mixed Integer Linear Programming,MILP)和人工神经网络(Artificial Neural Network,ANN)相结合的分布式电源发电管理模型,由此安排各分布式电源的出力,并通过算例对比分析了基于MILP-ANN模型和基于MILP模型的计算结果,验证了所提出模型的合理性和先进性。
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| 关 键 词： | 低碳智慧岛 分布式发电管理 混合整数线性规划 人工神经网络 |
Distributed Generation Management Model for Low-Carbon Smart Island Based on MILP-ANN Approach |
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| WANG Yue-jin,XUE Song,ZHU Xiao-li.Distributed Generation Management Model for Low-Carbon Smart Island Based on MILP-ANN Approach[J].East China Electric Power,2011(9). |
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| Authors: | WANG Yue-jin XUE Song ZHU Xiao-li |
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| Affiliation: | WANG Yue-jin,XUE Song,ZHU Xiao-li(Research Advisory Center of Energy and Electricity Economics,North China Electric Power University,Beijing 102206,China) |
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| Abstract: | This paper did the research on distributed generation system and power supply modes of low-carbon-smart island,and a distributed generation management model based on the combination of Mixed Integer Linear Programming(MILP) and Artificial Neural Network(ANN) was developed to schedule the generation of distributed powers.The calculation results were compared between MILP-ANN-based model and MILP-based model.The comparison proves the proposed model is reasonable and advanced. |
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| Keywords: | low-carbon smart island distributed generation management Mixed Integer Linear Programming(MILP) Artificial Neural Network(ANN) |
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