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。
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.
出处
《华东电力》
北大核心
2011年第9期1414-1418,共5页
East China Electric Power
基金
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)~~
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
low-carbon smart island
distributed generation management
Mixed Integer Linear Programming（MILP）
Artificial Neural Network（ANN）
