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Decision-making method of load interaction mode for demand response

机译:负载交互模式的决策方法要求响应

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摘要

This paper proposes a decision-making method of load interaction mode for demand response by using fine analysis and intelligent decision on the user's load characteristic curve and indexes, which can achieve the effective interaction between grid-side and user-side, provide users with interaction recommendations, and assist the effective implementation of demand response program. Firstly, the intelligent decision-making process of load interaction mode is given. Then, the basic principles of users' typical load form extraction, classification and recognition algorithm are stated. Finally, a calculation example is analysed based on daily load data set from 337 users of a power supply company, whose load characteristics and behaviour features are classified and described. On this basis, a decision tree of load interaction mode is built to realize intelligent load classification and interaction mode matching for new user. Through the calculation example, the correctness of the decision-making method is verified in the aspect of load analysis and interaction mode recognition.
机译:本文提出了一种通过使用精细分析和智能决策对用户负载特性曲线和索引来实现需求响应的负载交互模式的决策方法,这可以实现网格端和用户端之间的有效交互,为用户提供交互建议,并协助有效实施需求响应计划。首先,给出了负载交互模式的智能决策过程。然后,阐述了用户典型负载形式提取,分类和识别算法的基本原理。最后,基于从电源公司的337个用户的每日负载数据分析计算示例,其负载特性和行为特征是分类和描述的。在此基础上,建立了负载交互模式的决策树,以实现新用户的智能负载分类和交互模式匹配。通过计算示例,在负载分析和交互模式识别的方面验证了决策方法的正确性。

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