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文章摘要
智能电网中用电感知的数据分析需求响应方案研究
Research on Data analysis demand response scheme of power consumption perception in Smart Grid
Received:December 09, 2019
Revised:December 30, 2019
DOI：
10.19753/j.issn1001-1390.2022.02.005
中文关键词
:
智能电网
需求响应
高峰负荷
智能家居
电费支出
英文关键词
:
基金项目
:
Author Name
Affiliation
E-mail
Lixin
*
State Grid Hunan Electric Power Limited Company Power Supply Service Center
705465396@qq.com
Yangfang
State Grid Hunan Electric Power Limited Company Power Supply Service Center
3350355583@qq.com
Xiaoxiangchen
State Grid Hunan Electric Power Limited Company Power Supply Service Center
428399914@qq.com
Wanghaiyuan
State Grid Hunan Electric Power Limited Company Power Supply Service Center
1965447640@qq.com
Huanghongqiao
State Grid Hunan Electric Power Limited Company Power Supply Service Center
2976956060@qq.com
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中文摘要
:
在智能电网中，当前大部分需求响应（DR）管理方法在通过数据分析削减高峰负荷时，并未考虑到用户约束。针对此问题，提出了住宅负荷的数据分析需求响应（DADR）管理方案，以降低高峰负荷需求。提出的方法以从智能家居（SHs）采集的用电数据分析为基础，考虑到电器调节因子，电器优先级指标，电器限电优先级等因素。并基于这些因素，分别相对于用户和电力企业提出了不同的算法，从而在高峰负荷场景下制定DR决策。提出的方案采用公开数据集进行测试，测试结果验证了所提方案的有效性。提出的方法能够有效降低电网高峰负荷，使其满足发电容量限制，并降低了用户的总电费支出。
英文摘要
:
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