{"id":"https://openalex.org/W2804355013","doi":"https://doi.org/10.1109/icnsc.2018.8361335","title":"Analysis of large-scale electricity load profile using clustering method","display_name":"Analysis of large-scale electricity load profile using clustering method","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2804355013","doi":"https://doi.org/10.1109/icnsc.2018.8361335","mag":"2804355013"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc.2018.8361335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2018.8361335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-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":null,"display_name":"Lin Xiqiao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin Xiqiao","raw_affiliation_strings":["Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088488246","display_name":"Wanlu Wu","orcid":"https://orcid.org/0000-0003-0832-9508"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu Wanlu","raw_affiliation_strings":["Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104202040","display_name":"Zeng Bo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zeng Bo","raw_affiliation_strings":["Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013947981","display_name":"Yan Xu","orcid":"https://orcid.org/0000-0002-0503-183X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan Xu","raw_affiliation_strings":["Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Han Shuai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Han Shuai","raw_affiliation_strings":["Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Qin Lijuan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qin Lijuan","raw_affiliation_strings":["Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Grid and DSM research department, Guangxi electricity research institute, Nanning, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3928,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62614414,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9884999990463257,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9884999990463257,"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/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9707000255584717,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6773041486740112},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6621422171592712},{"id":"https://openalex.org/keywords/load-profile","display_name":"Load profile","score":0.6614696383476257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5909656882286072},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5255728363990784},{"id":"https://openalex.org/keywords/demand-side","display_name":"Demand side","score":0.5201061964035034},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.509556770324707},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.48674488067626953},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4628652036190033},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4332926273345947},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.42358633875846863},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.41598761081695557},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38170111179351807},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3512404263019562},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21919625997543335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20742207765579224},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09670323133468628},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08406364917755127},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.06511381268501282},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06269493699073792}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6773041486740112},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6621422171592712},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.6614696383476257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5909656882286072},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5255728363990784},{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.5201061964035034},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.509556770324707},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48674488067626953},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4628652036190033},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4332926273345947},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.42358633875846863},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.41598761081695557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38170111179351807},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3512404263019562},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21919625997543335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20742207765579224},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09670323133468628},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08406364917755127},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.06511381268501282},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06269493699073792},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc.2018.8361335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2018.8361335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1554944419","https://openalex.org/W1966990415","https://openalex.org/W2079697937","https://openalex.org/W2171033594","https://openalex.org/W2471643592","https://openalex.org/W2743785777","https://openalex.org/W3123920865"],"related_works":["https://openalex.org/W3084015222","https://openalex.org/W4226113874","https://openalex.org/W2998744119","https://openalex.org/W2026647281","https://openalex.org/W2542250778","https://openalex.org/W4289542842","https://openalex.org/W3004430418","https://openalex.org/W4381940574","https://openalex.org/W1971675137","https://openalex.org/W1973072788"],"abstract_inverted_index":{"It":[0],"is":[1],"important":[2],"to":[3],"understand":[4],"electricity":[5],"user's":[6],"power":[7],"consumption":[8],"characteristics":[9],"for":[10,32],"DSM(demand":[11],"side":[12],"management)":[13],"purpose.":[14],"In":[15],"this":[16],"paper,":[17],"a":[18,29,48],"method":[19],"combine":[20],"with":[21,28],"hierarchical":[22],"and":[23,56],"fuzzy-c":[24],"mean":[25],"was":[26],"introduced":[27],"case":[30],"study":[31],"more":[33],"than":[34],"300":[35],"utilities'":[36],"load":[37,60],"are":[38],"provided.":[39],"The":[40],"results":[41],"show":[42],"that":[43],"our":[44],"algorithm":[45],"can":[46],"classify":[47],"large":[49],"number":[50],"of":[51],"samples":[52],"into":[53],"finite":[54],"species,":[55],"successfully":[57],"obtain":[58],"baseline":[59],"profile.":[61]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}