{"id":"https://openalex.org/W4391423627","doi":"https://doi.org/10.1109/ieem58616.2023.10406780","title":"Identification of Ground Fault Causes in Distribution Lines for Large-Scale Power Customers Using Machine Learning","display_name":"Identification of Ground Fault Causes in Distribution Lines for Large-Scale Power Customers Using Machine Learning","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4391423627","doi":"https://doi.org/10.1109/ieem58616.2023.10406780"},"language":"en","primary_location":{"id":"doi:10.1109/ieem58616.2023.10406780","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieem58616.2023.10406780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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/A5005278645","display_name":"Ryoma Matsubara","orcid":null},"institutions":[{"id":"https://openalex.org/I131231118","display_name":"Aoyama Gakuin University","ror":"https://ror.org/002rw7y37","country_code":"JP","type":"education","lineage":["https://openalex.org/I131231118"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ryoma Matsubara","raw_affiliation_strings":["Aoyama Gakuin University,Department of Science and Engineering,Kanagawa,Japan","Department of Science and Engineering, Aoyama Gakuin University, Kanagawa, Japan"],"affiliations":[{"raw_affiliation_string":"Aoyama Gakuin University,Department of Science and Engineering,Kanagawa,Japan","institution_ids":["https://openalex.org/I131231118"]},{"raw_affiliation_string":"Department of Science and Engineering, Aoyama Gakuin University, Kanagawa, Japan","institution_ids":["https://openalex.org/I131231118"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062581033","display_name":"Takashi Onoda","orcid":"https://orcid.org/0000-0003-4806-4276"},"institutions":[{"id":"https://openalex.org/I131231118","display_name":"Aoyama Gakuin University","ror":"https://ror.org/002rw7y37","country_code":"JP","type":"education","lineage":["https://openalex.org/I131231118"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Onoda","raw_affiliation_strings":["Aoyama Gakuin University,Department of Science and Engineering,Kanagawa,Japan","Department of Science and Engineering, Aoyama Gakuin University, Kanagawa, Japan"],"affiliations":[{"raw_affiliation_string":"Aoyama Gakuin University,Department of Science and Engineering,Kanagawa,Japan","institution_ids":["https://openalex.org/I131231118"]},{"raw_affiliation_string":"Department of Science and Engineering, Aoyama Gakuin University, Kanagawa, Japan","institution_ids":["https://openalex.org/I131231118"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005278645"],"corresponding_institution_ids":["https://openalex.org/I131231118"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24781175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1325","last_page":"1329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10972","display_name":"Power Systems Fault Detection","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9984999895095825,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/identification","display_name":"Identification (biology)","score":0.7188147306442261},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6774873733520508},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6159777045249939},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6023304462432861},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5687306523323059},{"id":"https://openalex.org/keywords/electric-power-transmission","display_name":"Electric power transmission","score":0.5179771184921265},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4974847137928009},{"id":"https://openalex.org/keywords/replicate","display_name":"Replicate","score":0.48297134041786194},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4825705587863922},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4235365092754364},{"id":"https://openalex.org/keywords/fault-indicator","display_name":"Fault indicator","score":0.41478610038757324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33735448122024536},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3282175362110138},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3262236714363098},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.32544246315956116},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18147844076156616}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7188147306442261},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6774873733520508},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6159777045249939},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6023304462432861},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5687306523323059},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.5179771184921265},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4974847137928009},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.48297134041786194},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4825705587863922},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4235365092754364},{"id":"https://openalex.org/C21267803","wikidata":"https://www.wikidata.org/wiki/Q5438159","display_name":"Fault indicator","level":4,"score":0.41478610038757324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33735448122024536},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3282175362110138},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3262236714363098},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.32544246315956116},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18147844076156616},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem58616.2023.10406780","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieem58616.2023.10406780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"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":5,"referenced_works":["https://openalex.org/W2126476091","https://openalex.org/W2504557029","https://openalex.org/W2508032706","https://openalex.org/W2516938633","https://openalex.org/W4210719279"],"related_works":["https://openalex.org/W4254851101","https://openalex.org/W3171007296","https://openalex.org/W22115721","https://openalex.org/W2321234655","https://openalex.org/W2065444835","https://openalex.org/W4394550905","https://openalex.org/W2470062578","https://openalex.org/W2952773340","https://openalex.org/W2981861370","https://openalex.org/W2103735821"],"abstract_inverted_index":{"In":[0],"large-scale":[1,39],"power":[2,40],"customers,":[3],"when":[4],"a":[5,100,116,128],"ground":[6,32,93,158],"fault":[7,33,94,159],"occurs,":[8],"the":[9,26,49,58,65,75,82,89,92,109,112,136,148,153,157],"circuit":[10],"breaker":[11],"operates,":[12],"and":[13,78,141],"electricity":[14],"becomes":[15],"unavailable":[16],"(power":[17],"outage).":[18],"Thus,":[19],"enormous":[20],"losses":[21],"are":[22,42],"caused,":[23],"such":[24],"as":[25,67,69],"stoppage":[27],"of":[28,81,91,156,163],"production":[29],"lines.":[30],"Currently,":[31],"causes":[34,66,95,155],"in":[35,123],"distribution":[36],"lines":[37],"for":[38,119],"customers":[41],"identified":[43],"by":[44,60,138],"human":[45,61,139],"experts":[46],"who":[47],"observe":[48],"current":[50],"waveform.":[51],"It":[52],"takes":[53],"much":[54],"time":[55,77],"to":[56,73,84,107,134],"identify":[57,108,152],"cause":[59],"expert.":[62],"Therefore,":[63,122],"identifying":[64],"quickly":[68],"possible":[70],"is":[71,88],"essential":[72],"reduce":[74],"outage":[76],"losses.":[79],"One":[80],"efforts":[83],"solve":[85],"this":[86,124],"challenge":[87],"automation":[90],"identification.":[96],"Related":[97],"work":[98],"proposed":[99,149],"threshold":[101],"judgement":[102],"method":[103,113,129,150],"using":[104],"four":[105],"values":[106],"causes.":[110],"However,":[111],"couldn't":[114],"achieve":[115],"sufficient":[117,143],"accuracy":[118,162],"practical":[120],"use.":[121],"study,":[125],"we":[126],"propose":[127],"that":[130,147],"uses":[131],"machine":[132],"learning":[133],"replicate":[135],"identification":[137],"expert":[140],"give":[142],"accuracy.":[144],"We":[145],"confirmed":[146],"can":[151],"five":[154],"with":[160],"an":[161],"over":[164],"90%.":[165]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
