{"id":"https://openalex.org/W3081721164","doi":"https://doi.org/10.1155/2020/9867985","title":"Short-Term Prediction of Electronic Transformer Error Based on Intelligent Algorithms","display_name":"Short-Term Prediction of Electronic Transformer Error Based on Intelligent Algorithms","publication_year":2020,"publication_date":"2020-08-28","ids":{"openalex":"https://openalex.org/W3081721164","doi":"https://doi.org/10.1155/2020/9867985","mag":"3081721164"},"language":"en","primary_location":{"id":"doi:10.1155/2020/9867985","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/9867985","pdf_url":"https://downloads.hindawi.com/journals/jcse/2020/9867985.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/jcse/2020/9867985.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005458976","display_name":"Yuanyu Ye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuanyu Ye","raw_affiliation_strings":["State Grid Jiangxi Electric Power Company, Nanchang 330077, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Jiangxi Electric Power Company, Nanchang 330077, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109080456","display_name":"Aichao Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aichao Yang","raw_affiliation_strings":["State Grid Jiangxi Electric Power Company, Nanchang 330077, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Jiangxi Electric Power Company, Nanchang 330077, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324098","display_name":"Yu Wu","orcid":"https://orcid.org/0000-0002-1680-8253"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu Wu","raw_affiliation_strings":["State Grid Jiangxi Electric Power Company, Nanchang 330077, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Jiangxi Electric Power Company, Nanchang 330077, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018178311","display_name":"Chen Hu","orcid":"https://orcid.org/0000-0001-6587-4225"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Hu","raw_affiliation_strings":["State Grid Jiangxi Electric Power Company, Nanchang 330077, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Jiangxi Electric Power Company, Nanchang 330077, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400737","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-4602-1582"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Min Li","raw_affiliation_strings":["State Grid Jiangxi Electric Power Company, Nanchang 330077, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Jiangxi Electric Power Company, Nanchang 330077, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115076755","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-7048-3314"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Li","raw_affiliation_strings":["The State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China"],"raw_orcid":"https://orcid.org/0000-0002-7048-3314","affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063115237","display_name":"Xiaosong Deng","orcid":"https://orcid.org/0000-0002-1087-169X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaosong Deng","raw_affiliation_strings":["The State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5115076755"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":1400,"currency":"USD","value_usd":1400},"apc_paid":{"value":1400,"currency":"USD","value_usd":1400},"fwci":0.2081,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51617733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9941999912261963,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9941999912261963,"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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9922000169754028,"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/T10320","display_name":"Neural Networks and Applications","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/backpropagation","display_name":"Backpropagation","score":0.8323958516120911},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7412933707237244},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6276506185531616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5690929889678955},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.5442010760307312},{"id":"https://openalex.org/keywords/mean-squared-prediction-error","display_name":"Mean squared prediction error","score":0.49748924374580383},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4470832943916321},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4180334508419037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3305068612098694},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2606419026851654},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11856475472450256},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10217118263244629}],"concepts":[{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.8323958516120911},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7412933707237244},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6276506185531616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5690929889678955},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.5442010760307312},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.49748924374580383},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4470832943916321},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4180334508419037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3305068612098694},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2606419026851654},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11856475472450256},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10217118263244629}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2020/9867985","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/9867985","pdf_url":"https://downloads.hindawi.com/journals/jcse/2020/9867985.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c43d988af2194a75a2586c4c8507fbdc","is_oa":true,"landing_page_url":"https://doaj.org/article/c43d988af2194a75a2586c4c8507fbdc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Control Science and Engineering, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2020/9867985","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/9867985","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2020/9867985","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/9867985","pdf_url":"https://downloads.hindawi.com/journals/jcse/2020/9867985.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G4739911463","display_name":null,"funder_award_id":"52182017000J","funder_id":"https://openalex.org/F4320326707","funder_display_name":"State Grid Corporation of China"}],"funders":[{"id":"https://openalex.org/F4320326707","display_name":"State Grid Corporation of China","ror":"https://ror.org/05twwhs70"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3081721164.pdf","grobid_xml":"https://content.openalex.org/works/W3081721164.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2019006876","https://openalex.org/W2025037675","https://openalex.org/W2265336114","https://openalex.org/W2391602499","https://openalex.org/W2616311551","https://openalex.org/W2747599906","https://openalex.org/W2748388862","https://openalex.org/W2771983901","https://openalex.org/W2787511830","https://openalex.org/W2803244471","https://openalex.org/W2886620460","https://openalex.org/W2910145865","https://openalex.org/W2963825799","https://openalex.org/W4249028950"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W138569904","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W3092506759","https://openalex.org/W2390914021","https://openalex.org/W2389417819","https://openalex.org/W3195278891"],"abstract_inverted_index":{"As":[0],"the":[1,6,9,20,30,40,62,67,79,84,97,100,105,109,115,129,136,145,156,163,171],"key":[2],"metering":[3],"equipment":[4],"in":[5,122],"smart":[7],"grid,":[8],"measurement":[10,168],"accuracy":[11],"and":[12,66,73,87,104,108,111,120,139,144],"stability":[13],"of":[14,23,44,52,90,99,114,142,165],"electronic":[15,45,57,91,166],"transformer":[16,58,92,167],"are":[17,76,94,118],"important":[18],"for":[19,56,147,162],"normal":[21],"operation":[22,75],"power":[24],"system.":[25],"In":[26],"order":[27],"to":[28,38,134],"solve":[29],"problem":[31],"that":[32,155],"there":[33],"is":[34,132,149,159],"no":[35],"effective":[36],"way":[37],"predict":[39],"error":[41,59,81,93,169],"developing":[42],"trend":[43,138],"transformer,":[46],"this":[47],"paper":[48],"proposed":[49],"two":[50,116],"kinds":[51],"short-term":[53,88],"prediction":[54,89,112,164],"methods":[55,117],"based":[60],"on":[61,78,96],"backpropagation":[63,101,172],"neural":[64,102,173],"network":[65,103],"Prophet":[68,106,130,157],"model,":[69,107],"respectively.":[70],"First,":[71],"preprocessing":[72],"visualization":[74],"performed":[77],"original":[80],"data.":[82],"Then,":[83],"data":[85],"fitting":[86,110],"made":[95],"basis":[98],"results":[113,153],"compared":[119],"analysed":[121],"combination":[123],"with":[124],"four":[125],"evaluation":[126],"indexes.":[127],"Finally,":[128],"model":[131,158],"adopted":[133],"simulate":[135],"development":[137],"periodic":[140],"fluctuation":[141,148],"error,":[143],"reason":[146],"analysed.":[150],"The":[151],"simulation":[152],"show":[154],"more":[160],"suitable":[161],"than":[170],"network.":[174]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}