{"id":"https://openalex.org/W2914283252","doi":"https://doi.org/10.1155/2019/8759873","title":"Power Loss Prediction for Aging Characteristics and Condition Monitoring for Parallel\u2010Connected Power Modules Using Nonlinear Autoregressive Neural Network","display_name":"Power Loss Prediction for Aging Characteristics and Condition Monitoring for Parallel\u2010Connected Power Modules Using Nonlinear Autoregressive Neural Network","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2914283252","doi":"https://doi.org/10.1155/2019/8759873","mag":"2914283252"},"language":"en","primary_location":{"id":"doi:10.1155/2019/8759873","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2019/8759873","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/8759873.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"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":"Complexity","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/complexity/2019/8759873.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015496426","display_name":"Shengyou Xu","orcid":"https://orcid.org/0000-0001-6192-9508"},"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"]},{"id":"https://openalex.org/I4210136868","display_name":"New Technology (Israel)","ror":"https://ror.org/04k7ny084","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210136868"]}],"countries":["CN","IL"],"is_corresponding":true,"raw_author_name":"Shengyou Xu","raw_affiliation_strings":["School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210136868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023772429","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0001-6922-2419"},"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":"Xin Yang","raw_affiliation_strings":["School of Automation, Chongqing University, Chongqing 400044, China","School of Automation, Chongqing University, Chongqing 400044"],"affiliations":[{"raw_affiliation_string":"School of Automation, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Automation, Chongqing University, Chongqing 400044","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428090","display_name":"Li Ran","orcid":"https://orcid.org/0000-0002-9626-6799"},"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"]},{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]},{"id":"https://openalex.org/I4210136868","display_name":"New Technology (Israel)","ror":"https://ror.org/04k7ny084","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210136868"]}],"countries":["CN","GB","IL"],"is_corresponding":false,"raw_author_name":"Li Ran","raw_affiliation_strings":["School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","School of Engineering, Warwick University, Coventry CV4 7AL, UK","School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044","School of Engineering, Warwick University, Coventry CV4 7AL"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Engineering, Warwick University, Coventry CV4 7AL, UK","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210136868"]},{"raw_affiliation_string":"School of Engineering, Warwick University, Coventry CV4 7AL","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014299872","display_name":"Minyou Chen","orcid":"https://orcid.org/0000-0001-7186-5704"},"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"]},{"id":"https://openalex.org/I4210136868","display_name":"New Technology (Israel)","ror":"https://ror.org/04k7ny084","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210136868"]}],"countries":["CN","IL"],"is_corresponding":false,"raw_author_name":"Minyou Chen","raw_affiliation_strings":["School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210136868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050173955","display_name":"Wei Lai","orcid":"https://orcid.org/0000-0001-8418-3964"},"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"]},{"id":"https://openalex.org/I4210136868","display_name":"New Technology (Israel)","ror":"https://ror.org/04k7ny084","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210136868"]}],"countries":["CN","IL"],"is_corresponding":false,"raw_author_name":"Wei Lai","raw_affiliation_strings":["School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, Chongqing University, Chongqing 400044","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210136868"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015496426"],"corresponding_institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4210136868"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.00901005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.9998999834060669,"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/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.9998999834060669,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.9944999814033508,"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/junction-temperature","display_name":"Junction temperature","score":0.710598886013031},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.6792929768562317},{"id":"https://openalex.org/keywords/nonlinear-autoregressive-exogenous-model","display_name":"Nonlinear autoregressive exogenous model","score":0.609488308429718},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5519171357154846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5469314455986023},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5448716282844543},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5415002107620239},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5373116731643677},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5146058797836304},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5134168863296509},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4108237028121948},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3216325044631958},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2126009166240692},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20954090356826782},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16122660040855408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09243908524513245},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08575403690338135}],"concepts":[{"id":"https://openalex.org/C167781694","wikidata":"https://www.wikidata.org/wiki/Q6311800","display_name":"Junction temperature","level":3,"score":0.710598886013031},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.6792929768562317},{"id":"https://openalex.org/C42536954","wikidata":"https://www.wikidata.org/wiki/Q7049462","display_name":"Nonlinear autoregressive exogenous model","level":3,"score":0.609488308429718},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5519171357154846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5469314455986023},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5448716282844543},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5415002107620239},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5373116731643677},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5146058797836304},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5134168863296509},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4108237028121948},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3216325044631958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2126009166240692},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20954090356826782},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16122660040855408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09243908524513245},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08575403690338135},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2019/8759873","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2019/8759873","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/8759873.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"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":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:8759873","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2019/8759873.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:de71601e0d144487a50bcfa5d045932c","is_oa":true,"landing_page_url":"https://doaj.org/article/de71601e0d144487a50bcfa5d045932c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2019 (2019)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2019/8759873","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/8759873","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:10.1155/2019/8759873","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2019/8759873","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/8759873.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"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":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1486503701","display_name":null,"funder_award_id":"51477019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5590474502","display_name":null,"funder_award_id":"2018045","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7810175455","display_name":null,"funder_award_id":"201804","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2914283252.pdf","grobid_xml":"https://content.openalex.org/works/W2914283252.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1937891980","https://openalex.org/W1966994623","https://openalex.org/W1983818427","https://openalex.org/W2057482994","https://openalex.org/W2062759299","https://openalex.org/W2066211048","https://openalex.org/W2080496812","https://openalex.org/W2082619602","https://openalex.org/W2096915251","https://openalex.org/W2104891043","https://openalex.org/W2123174016","https://openalex.org/W2128422340","https://openalex.org/W2131062635","https://openalex.org/W2135904172","https://openalex.org/W2150763729","https://openalex.org/W2160945992","https://openalex.org/W2167320299","https://openalex.org/W2172040937","https://openalex.org/W2241932945","https://openalex.org/W2243758511","https://openalex.org/W2290511012","https://openalex.org/W2464895101","https://openalex.org/W2528388226","https://openalex.org/W2533670403","https://openalex.org/W2543472778","https://openalex.org/W2546726487"],"related_works":["https://openalex.org/W2606910468","https://openalex.org/W3116827148","https://openalex.org/W3120843198","https://openalex.org/W2154965898","https://openalex.org/W2036704594","https://openalex.org/W4226315710","https://openalex.org/W3083782034","https://openalex.org/W4287185323","https://openalex.org/W2117809914","https://openalex.org/W4411196841"],"abstract_inverted_index":{"Power":[0],"modules":[1,85,104,126],"connected":[2],"in":[3,112],"parallel":[4],"may":[5],"have":[6],"different":[7,21,26,29],"electrothermal":[8,22],"performance":[9,23],"variances":[10,24],"resulting":[11],"from":[12,120],"aging":[13,212],"because":[14],"of":[15,19,42,61,70,82,101,211,227,235],"the":[16,39,50,54,59,68,102,110,149,157,183,190,193,196,204,208,218,233,236],"nonuniform":[17],"rate":[18],"degradation;":[20],"mean":[25],"current":[27,75],"sharing,":[28,76],"junction":[30,77],"temperature,":[31,78],"and":[32,52,79,89,99,143,151,195,207],"power":[33,63,80,84,103,114,125,152,160,199],"losses,":[34],"which":[35],"will":[36],"directly":[37],"influence":[38],"overall":[40],"characteristics":[41],"them.":[43],"Thus,":[44],"it":[45],"is":[46,94,154,162,179,201],"essential":[47],"to":[48,57,117],"monitor":[49],"condition":[51,97,206],"evaluate":[53],"degradation":[55,119,209],"grade":[56,210],"improve":[58],"reliability":[60],"large\u2010scale":[62],"modules.":[64],"In":[65,122],"this":[66,123,228],"paper,":[67],"impact":[69],"thermal":[71,144],"resistance":[72],"difference":[73],"on":[74,182],"loss":[81,115,153,200],"parallel\u2010connected":[83],"has":[86],"been":[87],"discussed":[88],"analyzed.":[90],"Additionally,":[91],"a":[92,130,176,186],"methodology":[93],"proposed":[95,237],"for":[96,189],"monitoring":[98,177],"evaluation":[100],"without":[105],"intruding":[106],"them":[107],"by":[108,164,225],"recognizing":[109],"increase":[111],"external":[113,135],"due":[116],"internal":[118],"aging.":[121],"method,":[124],"are":[127,146],"deemed":[128],"as":[129,148,156],"whole":[131],"system":[132],"considering":[133],"only":[134],"factors":[136],"associated":[137],"with":[138,170],"them,":[139],"all":[140],"important":[141],"electrical":[142],"parameters":[145],"classified":[147],"inputs,":[150],"considered":[155],"output.":[158],"Firstly,":[159],"dissipation":[161],"predicted":[163,197],"models":[165],"using":[166],"NARX":[167],"(nonlinear":[168],"autoregressive":[169],"exogenous":[171],"input)":[172],"neural":[173],"network.":[174],"Then,":[175],"method":[178],"illustrated":[180],"based":[181],"prediction":[184],"model;":[185],"reasonable":[187],"criterion":[188],"error":[191],"between":[192],"normal":[194],"real\u2010time":[198,205],"established.":[202],"Finally,":[203],"can":[213,220],"be":[214],"evaluated":[215],"so":[216],"that":[217],"operator":[219],"take":[221],"suitable":[222],"operating":[223],"measures":[224],"means":[226],"approach.":[229],"Experimental":[230],"results":[231],"validated":[232],"effectiveness":[234],"methodology.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
