{"id":"https://openalex.org/W4200555212","doi":"https://doi.org/10.3233/faia210463","title":"Application of Text Mining Method for Classification of Work Order in Power Grid Production","display_name":"Application of Text Mining Method for Classification of Work Order in Power Grid Production","publication_year":2021,"publication_date":"2021-12-22","ids":{"openalex":"https://openalex.org/W4200555212","doi":"https://doi.org/10.3233/faia210463"},"language":"en","primary_location":{"id":"doi:10.3233/faia210463","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210463","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210463","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210463","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025816570","display_name":"Yadi Zhao","orcid":"https://orcid.org/0000-0001-6670-0446"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4210101356","display_name":"Beijing Founder Electronics (China)","ror":"https://ror.org/00nwrzz95","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210101356"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yadi Zhao","raw_affiliation_strings":["State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","Ltd.-Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"Ltd.-Beijing, China","institution_ids":["https://openalex.org/I4210101356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101320101","display_name":"Zhifeng Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4210101356","display_name":"Beijing Founder Electronics (China)","ror":"https://ror.org/00nwrzz95","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210101356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Wei","raw_affiliation_strings":["State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","Ltd.-Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"Ltd.-Beijing, China","institution_ids":["https://openalex.org/I4210101356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112421402","display_name":"Bingqiang Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4210101356","display_name":"Beijing Founder Electronics (China)","ror":"https://ror.org/00nwrzz95","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210101356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingqiang Gao","raw_affiliation_strings":["State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","Ltd.-Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"Ltd.-Beijing, China","institution_ids":["https://openalex.org/I4210101356"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100450412","display_name":"Shuo Zhang","orcid":"https://orcid.org/0000-0003-4344-1212"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4210101356","display_name":"Beijing Founder Electronics (China)","ror":"https://ror.org/00nwrzz95","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210101356"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Zhang","raw_affiliation_strings":["State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","Ltd.-Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Information & Telecommunication Accenture Information Technology Co., Ltd.-Beijing, China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"Ltd.-Beijing, China","institution_ids":["https://openalex.org/I4210101356"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025816570"],"corresponding_institution_ids":["https://openalex.org/I17442442","https://openalex.org/I4210101356"],"apc_list":null,"apc_paid":null,"fwci":2.6851,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90917348,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.734499990940094,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.734499990940094,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12451","display_name":"Smart Grid and Power Systems","score":0.675000011920929,"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/T14042","display_name":"Technology and Security Systems","score":0.65420001745224,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6349917054176331},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5364848375320435},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5308182239532471},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4881077706813812},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4709378480911255},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4693005681037903},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4543849229812622},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.39453306794166565},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3091278076171875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6349917054176331},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5364848375320435},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5308182239532471},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4881077706813812},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4709378480911255},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4693005681037903},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4543849229812622},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.39453306794166565},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3091278076171875},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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:10.3233/faia210463","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210463","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210463","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia210463","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210463","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210463","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200555212.pdf","grobid_xml":"https://content.openalex.org/works/W4200555212.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2602160176","https://openalex.org/W2790718085","https://openalex.org/W2918991412","https://openalex.org/W4400459237"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2499527417"],"abstract_inverted_index":{"With":[0],"the":[1,4,10,17,34,52,59,70,83,122,133,139,152,167,179,187,196,208,212,221],"completion":[2],"of":[3,12,36,55,61,73,85,135,169,211,216,223],"State":[5],"Grid":[6],"Corporation\u2019s":[7],"maintenance":[8],"system,":[9,177],"number":[11],"substations":[13],"has":[14,20],"increased":[15],"dramatically,":[16],"grid":[18,90,171,200,218],"structure":[19],"become":[21],"increasingly":[22],"complex,":[23],"and":[24,29,38,64,78,81,87,110,116,137,157,182,194,220,237,239],"there":[25],"have":[26,41,242],"been":[27,243],"internal":[28],"external":[30],"reasons":[31],"such":[32],"as":[33],"contingency":[35],"emergencies,":[37],"equipment":[39,105,111,215,228],"failures":[40],"occurred":[42],"from":[43],"time":[44],"to":[45,50,69,99,131,166,190,207],"time.":[46],"This":[47,93,161,203],"paper":[48,94],"aims":[49],"explore":[51],"potential":[53],"value":[54],"massive":[56],"data,":[57,63],"show":[58],"laws":[60],"business":[62,188,201],"further":[65],"give":[66],"full":[67,107],"play":[68],"comprehensive":[71],"support":[72,103],"data":[74,98,102,180,209,224],"for":[75,104,198,227],"enterprise":[76],"operation":[77],"production":[79,172,214],"management,":[80],"promote":[82],"realization":[84],"intelligent":[86],"lean":[88],"power":[89,96,140,170,199,217],"core":[91],"business.":[92],"uses":[95],"system":[97,183],"provide":[100,195],"reliable":[101],"defect":[106,153,155,158],"cycle":[108],"management":[109],"state":[112],"analysis":[113,176],"through":[114],"ANOVA":[115],"neural":[117],"network":[118],"statistical":[119],"analysis.":[120,202],"At":[121],"same":[123],"time,":[124],"we":[125,149],"use":[126],"Term":[127],"Frequency-Inverse":[128],"Document":[129],"Frequency(TF-IDF)Algorithm":[130],"calculate":[132],"importance":[134],"keywords":[136],"construct":[138],"keyword":[141],"library.":[142],"By":[143],"constructing":[144],"Bayesian":[145],"text":[146,175],"classification":[147],"model,":[148],"can":[150,163],"classify":[151],"parts,":[154],"categories":[156],"causes":[159],"automatically.":[160],"method":[162,204],"be":[164],"applied":[165,206],"construction":[168],"work":[173,192],"order":[174],"improve":[178,191],"quality":[181],"automation":[184],"level,":[185],"help":[186],"department":[189],"efficiency":[193],"basis":[197],"is":[205,234],"cleaning":[210],"primary":[213],"enterprises,":[219],"accuracy":[222],"error":[225],"correction":[226],"defects":[229],"with":[230],"voltages":[231],"above":[232],"110kV":[233],"between":[235],"93%":[236],"95%,":[238],"good":[240],"results":[241],"achieved.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}