{"id":"https://openalex.org/W2769295057","doi":"https://doi.org/10.1109/tsg.2017.2773573","title":"Clustering Load Profiles for Demand Response Applications","display_name":"Clustering Load Profiles for Demand Response Applications","publication_year":2017,"publication_date":"2017-11-14","ids":{"openalex":"https://openalex.org/W2769295057","doi":"https://doi.org/10.1109/tsg.2017.2773573","mag":"2769295057"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2017.2773573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2773573","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025813482","display_name":"Shunfu Lin","orcid":"https://orcid.org/0000-0002-2907-1211"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shunfu Lin","raw_affiliation_strings":["College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076167872","display_name":"Fangxing Li","orcid":"https://orcid.org/0000-0003-1060-7618"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fangxing Li","raw_affiliation_strings":["Department of EECS, University of Tennessee, Knoxville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Department of EECS, University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025863092","display_name":"Erwei Tian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erwei Tian","raw_affiliation_strings":["State Grid Zhejiang Zhuji Electric Power Company, Zhuji, China"],"affiliations":[{"raw_affiliation_string":"State Grid Zhejiang Zhuji Electric Power Company, Zhuji, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112332721","display_name":"Yang Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Fu","raw_affiliation_strings":["College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112663754","display_name":"Dongdong Li","orcid":"https://orcid.org/0009-0001-4323-7345"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongdong Li","raw_affiliation_strings":["College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025813482"],"corresponding_institution_ids":["https://openalex.org/I23632641"],"apc_list":null,"apc_paid":null,"fwci":4.9532,"has_fulltext":false,"cited_by_count":146,"citation_normalized_percentile":{"value":0.95813386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"10","issue":"2","first_page":"1599","last_page":"1607"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7871888875961304},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6161633729934692},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.6130587458610535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5858443379402161},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5844882130622864},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.5535250902175903},{"id":"https://openalex.org/keywords/load-profile","display_name":"Load profile","score":0.5345088243484497},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5170907974243164},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.506405234336853},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4861847758293152},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4615400433540344},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4104680120944977},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2589455246925354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2505108118057251},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23862957954406738},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.22001901268959045}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7871888875961304},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6161633729934692},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.6130587458610535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5858443379402161},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5844882130622864},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.5535250902175903},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.5345088243484497},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5170907974243164},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.506405234336853},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4861847758293152},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4615400433540344},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4104680120944977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2589455246925354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2505108118057251},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23862957954406738},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.22001901268959045},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2017.2773573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2017.2773573","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1713969579","display_name":null,"funder_award_id":"15SG50","funder_id":"https://openalex.org/F4320321881","funder_display_name":"Shanghai Municipal Education Commission"},{"id":"https://openalex.org/G7036380449","display_name":null,"funder_award_id":"51207088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8083809822","display_name":null,"funder_award_id":"14DZ1201602","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321881","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1609282525","https://openalex.org/W1973763631","https://openalex.org/W1985698504","https://openalex.org/W2000302675","https://openalex.org/W2010569100","https://openalex.org/W2017276952","https://openalex.org/W2051224630","https://openalex.org/W2058755023","https://openalex.org/W2066384055","https://openalex.org/W2066796814","https://openalex.org/W2078278729","https://openalex.org/W2079264060","https://openalex.org/W2080978820","https://openalex.org/W2117604780","https://openalex.org/W2132914434","https://openalex.org/W2134312057","https://openalex.org/W2143702666","https://openalex.org/W2148951278","https://openalex.org/W2154324994","https://openalex.org/W2247506721","https://openalex.org/W2317319310","https://openalex.org/W3141944942","https://openalex.org/W4239048948"],"related_works":["https://openalex.org/W2353074559","https://openalex.org/W2171108821","https://openalex.org/W2023642087","https://openalex.org/W2074513827","https://openalex.org/W2402141875","https://openalex.org/W3125701662","https://openalex.org/W1589973774","https://openalex.org/W4205838918","https://openalex.org/W1998413294","https://openalex.org/W39487273"],"abstract_inverted_index":{"With":[0],"the":[1,23,33,54,116,122,139],"development":[2],"of":[3,35,86,106,129],"smart":[4],"grid":[5],"technologies,":[6],"residential":[7],"and":[8,28,60,77,88,110,136,138],"commercial":[9,107],"loads":[10],"have":[11],"large":[12],"potentialities":[13],"to":[14,71,95],"participate":[15],"in":[16,127],"demand":[17],"response":[18],"(DR)":[19],"programs.":[20],"This":[21],"makes":[22],"data":[24,48,113,130],"dimension":[25,131],"reduction":[26],"techniques":[27],"classification":[29,49],"processing":[30],"critical":[31],"for":[32,46,93],"success":[34],"DR":[36],"development.":[37],"A":[38,100],"novel":[39],"load":[40,47,75,98],"profile":[41,134],"clustering":[42,62,94],"method":[43,124],"is":[44,51,69,91,125],"proposed":[45,92,123],"which":[50],"based":[52,82],"on":[53,83],"information":[55],"entropy,":[56],"piecewise":[57],"aggregate":[58],"approximation,":[59],"spectral":[61],"(SC).":[63],"The":[64,118],"variable":[65],"temporal":[66],"resolution":[67],"technique":[68],"presented":[70],"model":[72],"typical":[73],"daily":[74],"datasets,":[76],"then":[78],"an":[79],"improved":[80],"SC":[81],"multi-scale":[84],"similarities":[85],"distance":[87],"shape":[89],"characteristics":[90],"obtain":[96],"reasonable":[97,133],"classification.":[99],"case":[101],"study":[102],"with":[103],"one":[104],"hundred":[105],"heating,":[108],"ventilation,":[109],"air":[111],"conditioning":[112],"analysis":[114],"illustrates":[115],"approach.":[117],"results":[119],"prove":[120],"that":[121],"feasible":[126],"terms":[128],"reduction,":[132],"selection":[135],"classification,":[137],"operation":[140],"stability.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
