{"id":"https://openalex.org/W4283687018","doi":"https://doi.org/10.23919/mipro55190.2022.9803565","title":"Voltage-based Machine Learning Algorithm for Distribution of End-users Consumption Among the Phases","display_name":"Voltage-based Machine Learning Algorithm for Distribution of End-users Consumption Among the Phases","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4283687018","doi":"https://doi.org/10.23919/mipro55190.2022.9803565"},"language":"en","primary_location":{"id":"doi:10.23919/mipro55190.2022.9803565","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803565","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","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":"https://openalex.org/A5015351975","display_name":"Terezija Matija\u0161evi\u0107","orcid":"https://orcid.org/0000-0003-1457-3558"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Terezija Matijasevic","raw_affiliation_strings":["University of Zagreb,Faculty of Electrical Engineering and Computing,Department of Energy and Power Systems,Zagreb,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb,Faculty of Electrical Engineering and Computing,Department of Energy and Power Systems,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078098850","display_name":"Tomislav Anti\u0107","orcid":"https://orcid.org/0000-0002-4183-0735"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Tomislav Antic","raw_affiliation_strings":["University of Zagreb,Faculty of Electrical Engineering and Computing,Department of Energy and Power Systems,Zagreb,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb,Faculty of Electrical Engineering and Computing,Department of Energy and Power Systems,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085502154","display_name":"Tomislav Capuder","orcid":"https://orcid.org/0000-0002-7657-150X"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Tomislav Capuder","raw_affiliation_strings":["University of Zagreb,Faculty of Electrical Engineering and Computing,Department of Energy and Power Systems,Zagreb,Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zagreb,Faculty of Electrical Engineering and Computing,Department of Energy and Power Systems,Zagreb,Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2758,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75464368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"974","last_page":"979"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9998000264167786,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9997000098228455,"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/observability","display_name":"Observability","score":0.8473855257034302},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6612577438354492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6542991399765015},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.6326603293418884},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5454607009887695},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5178728103637695},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48303279280662537},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4674473702907562},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.46494972705841064},{"id":"https://openalex.org/keywords/three-phase","display_name":"Three-phase","score":0.4435003995895386},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39011049270629883},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2129950225353241},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1877567172050476},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14077219367027283}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.8473855257034302},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6612577438354492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6542991399765015},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.6326603293418884},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5454607009887695},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5178728103637695},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48303279280662537},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4674473702907562},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.46494972705841064},{"id":"https://openalex.org/C173871940","wikidata":"https://www.wikidata.org/wiki/Q471846","display_name":"Three-phase","level":3,"score":0.4435003995895386},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39011049270629883},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2129950225353241},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1877567172050476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14077219367027283},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro55190.2022.9803565","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro55190.2022.9803565","pdf_url":null,"source":{"id":"https://openalex.org/S4363605136","display_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1986645368","https://openalex.org/W2156379583","https://openalex.org/W2754252319","https://openalex.org/W2757615817","https://openalex.org/W2780628352","https://openalex.org/W2940576870","https://openalex.org/W2941419477","https://openalex.org/W2950884836","https://openalex.org/W3034079382","https://openalex.org/W3035300040","https://openalex.org/W3044610180","https://openalex.org/W3096341228","https://openalex.org/W3159852021","https://openalex.org/W3189805603","https://openalex.org/W4312415273","https://openalex.org/W6803877643"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2765830098","https://openalex.org/W2967463586","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275","https://openalex.org/W4312300846","https://openalex.org/W4206221578","https://openalex.org/W3029572990","https://openalex.org/W2615757685"],"abstract_inverted_index":{"Distribution":[0],"networks":[1],"are":[2,36,120],"poorly":[3],"observable,":[4],"which":[5,71,119],"is":[6,19,57,98,110,129,168],"especially":[7],"evident":[8],"in":[9,37,161,176,188],"different":[10],"analyses":[11],"of":[12,25,31,55,65,82,91,117,157,191],"low":[13],"voltage":[14,92,108,165],"(LV)":[15],"networks,":[16],"where":[17],"observability":[18],"decreased":[20],"by":[21],"the":[22,29,52,63,74,79,83,107,115,137,152,164,177,189],"reduced":[23],"number":[24],"smart":[26],"meters":[27,35],"and":[28,93,136,145,171,186],"lack":[30],"network":[32,135,140],"data.":[33],"Smart":[34],"most":[38],"cases":[39],"used":[40,187],"only":[41],"for":[42,68,78],"measuring":[43],"consumption":[44,94],"data,":[45],"while":[46],"other":[47],"important":[48],"information,":[49],"such":[50],"as":[51],"phase":[53,66,96,178],"connection":[54],"end-users,":[56],"not":[58],"adequately":[59],"monitored.":[60],"This":[61],"aggravates":[62],"problem":[64,180],"identification":[67,97],"energy":[69],"utilities,":[70],"consequently":[72],"complicates":[73],"numerous":[75],"calculations":[76],"required":[77],"smooth":[80],"operation":[81],"distribution":[84],"network.":[85,126],"In":[86],"this":[87],"paper,":[88],"a":[89,101,132,155],"comparison":[90],"measurements-based":[95],"presented.":[99],"Furthermore,":[100],"machine":[102],"learning":[103],"model":[104,128],"based":[105],"on":[106,131],"measurements":[109],"extended":[111,185],"to":[112,123,173],"correctly":[113],"identify":[114],"phases":[116],"end-users":[118],"three-phase":[121,192],"connected":[122,193],"an":[124],"LV":[125],"The":[127],"tested":[130],"simple":[133],"18-node":[134],"IEEE":[138],"benchmark":[139],"with":[141],"over":[142],"100":[143],"nodes":[144],"more":[146,169],"than":[147],"50":[148],"end-users.":[149,194],"Even":[150],"though":[151],"results":[153],"show":[154],"possibility":[156],"using":[158],"both":[159],"methods":[160],"simpler":[162],"cases,":[163],"measurement-based":[166],"method":[167],"robust":[170],"leads":[172],"smaller":[174],"error":[175],"detection":[179],"but":[181],"also":[182],"can":[183],"be":[184],"case":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}