The Application of Mean-shift Cluster in Residential Appliance Identi cation

摘要：

This paper proposes the application ow of mean-shift clustering in NILM system.The raw data is extracted by meter which install on the main electric entrance of the resident,the mean-shift clustering is based on the data after events detector processing,and the result of clustering is used as input data of nal identi cation.A actual residential trail is given to show the clustering is available in the NILM system.

作者: WANG Zhenyu ZHENG Guilin

作者单位: Department of Automation,Wuhan University,Wuhan 430072,P.R.China

会议类型: 国际会议

会议名称: The 30th Chinese Control Conference(第三十届中国控制会议)

会议地点: 烟台

会议语种:英文

页码: 1-4

在线出版日期: 2011-07-01（万方平台首次上网日期，不代表论文的发表时间）