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Moreover, the proposed approach performs load pattern clustering, extracts a typical pattern for each cluster, and gives suggestions toward better power consumption for each typical pattern. Experimental results demonstrate that the EEUPC similarity is more consistent with human judgment than the Euclidean distance and higher clustering performance can be achieved for residential electric load data.<\/p>","DOI":"10.4018\/japuc.2011040106","type":"journal-article","created":{"date-parts":[[2012,1,13]],"date-time":"2012-01-13T10:57:06Z","timestamp":1326452226000},"page":"39-53","source":"Crossref","is-referenced-by-count":3,"title":["Residential Load Pattern Analysis for Smart Grid Applications Based on Audio Feature EEUPC"],"prefix":"10.4018","volume":"3","author":[{"given":"Yunzhi","family":"Wang","sequence":"first","affiliation":[{"name":"Institute of Computing Technology, Chinese Academy of Sciences and Graduate University of Chinese Academy of Sciences, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangdong","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology, Chinese Academy of Sciences, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yueliang","family":"Qian","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology, Chinese Academy of Sciences, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haiyong","family":"Luo","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology, Chinese Academy of Sciences, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fujiang","family":"Ge","sequence":"additional","affiliation":[{"name":"Fujitsu Research & Development Center Co., Ltd., China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuhang","family":"Yang","sequence":"additional","affiliation":[{"name":"Fujitsu Research & Development Center Co., Ltd., China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingju","family":"Xia","sequence":"additional","affiliation":[{"name":"Fujitsu Research & Development Center Co., Ltd., China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"japuc.2011040106-0","doi-asserted-by":"publisher","DOI":"10.1109\/59.627852"},{"issue":"9","key":"japuc.2011040106-1","first-page":"31","article-title":"Application and cluster analysis of regional electric customer load modes.","volume":"25","author":"Q.Ding","year":"2008","journal-title":"Mechatronic Engineering"},{"key":"japuc.2011040106-2","unstructured":"Gao, Z.-W., Wang, Y., & Song, W.-W. 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