{"id":"https://openalex.org/W4382197014","doi":"https://doi.org/10.1587/elex.20.20230277","title":"Lifetime prediction of power MOSFET based on LSTM with successive variational mode decomposition and error compensation","display_name":"Lifetime prediction of power MOSFET based on LSTM with successive variational mode decomposition and error compensation","publication_year":2023,"publication_date":"2023-06-27","ids":{"openalex":"https://openalex.org/W4382197014","doi":"https://doi.org/10.1587/elex.20.20230277"},"language":"en","primary_location":{"id":"doi:10.1587/elex.20.20230277","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.20.20230277","pdf_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230277/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230277/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000939611","display_name":"Hongyu Ren","orcid":"https://orcid.org/0000-0003-2686-5101"},"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":"Hongyu Ren","raw_affiliation_strings":["Dept. of Electrical Engineering, Chongqing University"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047030456","display_name":"Yaoyi Yu","orcid":"https://orcid.org/0000-0001-5948-4108"},"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":"Yaoyi Yu","raw_affiliation_strings":["Dept. of Electrical Engineering, Chongqing University"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606615","display_name":"Junliang Liu","orcid":"https://orcid.org/0000-0002-9278-6463"},"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":"Junliang Liu","raw_affiliation_strings":["Dept. of Electrical Engineering, Chongqing University"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041792652","display_name":"Junjie Zhou","orcid":"https://orcid.org/0000-0001-7129-6054"},"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":"Junjie Zhou","raw_affiliation_strings":["Dept. of Electrical Engineering, Chongqing University"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055871568","display_name":"Xiong Du","orcid":"https://orcid.org/0000-0002-0212-1653"},"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":"Xiong Du","raw_affiliation_strings":["Dept. of Electrical Engineering, Chongqing University"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000939611"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.7688,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70821372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"20","issue":"16","first_page":"20230277","last_page":"20230277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.9993000030517578,"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":0.9993000030517578,"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/T10472","display_name":"Semiconductor materials and devices","score":0.9987000226974487,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9983000159263611,"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/compensation","display_name":"Compensation (psychology)","score":0.641258716583252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5914833545684814},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5241827368736267},{"id":"https://openalex.org/keywords/mean-squared-prediction-error","display_name":"Mean squared prediction error","score":0.5155791640281677},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5034264922142029},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4579097628593445},{"id":"https://openalex.org/keywords/transistor","display_name":"Transistor","score":0.44325655698776245},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.4360602796077728},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.42990168929100037},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.414507657289505},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3697114586830139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.346885621547699},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2569204568862915},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20311108231544495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.148162841796875},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1344383955001831},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07897001504898071}],"concepts":[{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.641258716583252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5914833545684814},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5241827368736267},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.5155791640281677},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5034264922142029},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4579097628593445},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.44325655698776245},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.4360602796077728},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.42990168929100037},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.414507657289505},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3697114586830139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.346885621547699},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2569204568862915},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20311108231544495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.148162841796875},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1344383955001831},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07897001504898071},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/elex.20.20230277","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.20.20230277","pdf_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230277/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/elex.20.20230277","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.20.20230277","pdf_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230277/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2874685185","display_name":null,"funder_award_id":"52125704","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382197014.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W120852146","https://openalex.org/W2292166441","https://openalex.org/W2305893436","https://openalex.org/W2343133302","https://openalex.org/W2515108015","https://openalex.org/W2744067593","https://openalex.org/W2804604632","https://openalex.org/W2910561875","https://openalex.org/W2966324950","https://openalex.org/W2969475609","https://openalex.org/W2974994253","https://openalex.org/W2997575911","https://openalex.org/W3016375642","https://openalex.org/W3020865293","https://openalex.org/W3107924654","https://openalex.org/W3121683757","https://openalex.org/W3139827807","https://openalex.org/W3147483666","https://openalex.org/W3175983522","https://openalex.org/W4293652760","https://openalex.org/W4307155221","https://openalex.org/W4308727565","https://openalex.org/W4317790317"],"related_works":["https://openalex.org/W2379084545","https://openalex.org/W2365687337","https://openalex.org/W2358180351","https://openalex.org/W2392368077","https://openalex.org/W2365082216","https://openalex.org/W2388018705","https://openalex.org/W2362703586","https://openalex.org/W2389641749","https://openalex.org/W2386832005","https://openalex.org/W2356919096"],"abstract_inverted_index":{"Accurate":[0],"prediction":[1,52,60,91,95],"of":[2,8,24,58,89],"the":[3,17,56,59,64,80,84,87],"remaining":[4],"useful":[5],"life":[6],"(RUL)":[7],"metal":[9],"oxide":[10],"semiconductor":[11],"field":[12],"effect":[13],"transistors":[14],"(MOSFETs)":[15],"is":[16],"key":[18],"to":[19,48],"safe":[20],"and":[21,43,69,93],"reliable":[22],"operation":[23],"power":[25],"electronics.":[26],"In":[27],"this":[28],"paper,":[29],"we":[30],"combine":[31],"long":[32],"short-term":[33],"memory":[34],"(LSTM)":[35],"networks":[36],"with":[37,79],"successive":[38],"variational":[39],"mode":[40],"decomposition":[41],"(SVMD)":[42],"use":[44],"error":[45,71],"compensation":[46],"methods":[47],"build":[49],"a":[50],"lifetime":[51],"model,":[53],"which":[54],"improves":[55],"performance":[57],"model":[61],"by":[62],"reducing":[63],"interaction":[65],"between":[66],"different":[67],"sequences":[68],"using":[70],"sequence":[72],"compensation.":[73],"The":[74],"results":[75],"show":[76],"that,":[77],"compared":[78],"Bayesian":[81],"optimized":[82],"LSTM,":[83],"method":[85],"has":[86],"advantages":[88],"high":[90],"accuracy":[92],"low":[94],"uncertainty.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}