{"id":"https://openalex.org/W4401210434","doi":"https://doi.org/10.1109/access.2024.3436689","title":"Study on Real-Time Battery Temperature Prediction Based on Coupling of Multiphysics Fields and Temporal Networks","display_name":"Study on Real-Time Battery Temperature Prediction Based on Coupling of Multiphysics Fields and Temporal Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401210434","doi":"https://doi.org/10.1109/access.2024.3436689"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3436689","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3436689","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3436689","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110694149","display_name":"Zeyu Liu","orcid":"https://orcid.org/0009-0002-5232-777X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210126203","display_name":"Hubei University of Automotive Technology","ror":"https://ror.org/039m95m06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210126203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Liu","raw_affiliation_strings":["School of Automotive Engineering, Wuhan University of Technology, Wuhan, China","Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0002-5232-777X","affiliations":[{"raw_affiliation_string":"School of Automotive Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan, China","institution_ids":["https://openalex.org/I4210126203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106552087","display_name":"Chengfeng Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210126203","display_name":"Hubei University of Automotive Technology","ror":"https://ror.org/039m95m06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210126203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengfeng Xiong","raw_affiliation_strings":["School of Automotive Engineering, Wuhan University of Technology, Wuhan, China","Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0004-3516-8097","affiliations":[{"raw_affiliation_string":"School of Automotive Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan, China","institution_ids":["https://openalex.org/I4210126203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039649645","display_name":"Xiaofang Du","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I4210126203","display_name":"Hubei University of Automotive Technology","ror":"https://ror.org/039m95m06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210126203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofang Du","raw_affiliation_strings":["School of Automotive Engineering, Wuhan University of Technology, Wuhan, China","Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0000-0480-3052","affiliations":[{"raw_affiliation_string":"School of Automotive Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Technology for Automotive Components, Wuhan, China","institution_ids":["https://openalex.org/I4210126203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8208,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70509538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"105511","last_page":"105526"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9818999767303467,"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/T10018","display_name":"Advancements in Battery Materials","score":0.9793000221252441,"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/kriging","display_name":"Kriging","score":0.7693465948104858},{"id":"https://openalex.org/keywords/multiphysics","display_name":"Multiphysics","score":0.6472675204277039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6245307922363281},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.5736938118934631},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.5637192726135254},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5617309212684631},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.526267409324646},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4681437611579895},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.43292689323425293},{"id":"https://openalex.org/keywords/temperature-measurement","display_name":"Temperature measurement","score":0.4215925335884094},{"id":"https://openalex.org/keywords/ground-penetrating-radar","display_name":"Ground-penetrating radar","score":0.4147266149520874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41223227977752686},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36278027296066284},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.33564746379852295},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14036846160888672},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13942885398864746}],"concepts":[{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.7693465948104858},{"id":"https://openalex.org/C46435376","wikidata":"https://www.wikidata.org/wiki/Q1829750","display_name":"Multiphysics","level":3,"score":0.6472675204277039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6245307922363281},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5736938118934631},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.5637192726135254},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5617309212684631},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.526267409324646},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4681437611579895},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.43292689323425293},{"id":"https://openalex.org/C72293138","wikidata":"https://www.wikidata.org/wiki/Q909741","display_name":"Temperature measurement","level":2,"score":0.4215925335884094},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.4147266149520874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41223227977752686},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36278027296066284},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.33564746379852295},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14036846160888672},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13942885398864746},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3436689","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3436689","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9d1912d453e647f29a67ad037d1c431b","is_oa":true,"landing_page_url":"https://doaj.org/article/9d1912d453e647f29a67ad037d1c431b","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":"IEEE Access, Vol 12, Pp 105511-105526 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3436689","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3436689","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2023385933","https://openalex.org/W2057307992","https://openalex.org/W2592620043","https://openalex.org/W2889794315","https://openalex.org/W3011251191","https://openalex.org/W3012398614","https://openalex.org/W3034064055","https://openalex.org/W3161754207","https://openalex.org/W4200224402","https://openalex.org/W4213025374","https://openalex.org/W4226227978","https://openalex.org/W4226479737","https://openalex.org/W4285135082","https://openalex.org/W4299799086","https://openalex.org/W4312624918","https://openalex.org/W4317623110","https://openalex.org/W4360852128","https://openalex.org/W4367663146","https://openalex.org/W4380090392","https://openalex.org/W4385245566","https://openalex.org/W4385760364","https://openalex.org/W4386608675","https://openalex.org/W4387181566","https://openalex.org/W4387550474","https://openalex.org/W4389640978","https://openalex.org/W4389986491","https://openalex.org/W4390056163","https://openalex.org/W4392125349","https://openalex.org/W4392360271","https://openalex.org/W4392436961"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2084426624","https://openalex.org/W3026055904","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W2792869497","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W4312133600"],"abstract_inverted_index":{"Real-time":[0],"temperature":[1,66,84,93,139],"prediction":[2,67],"is":[3,89],"essential":[4],"for":[5,82],"ensuring":[6],"the":[7,48,59,96,133],"thermal":[8],"safety":[9],"of":[10,62,99,145,149,155],"Lithium-ion":[11],"batteries":[12],"(LIBs),":[13],"yet":[14],"its":[15],"industrial":[16],"application":[17],"faces":[18],"challenges":[19],"due":[20],"to":[21,80,91],"fluctuations":[22],"in":[23],"operating":[24],"conditions":[25],"such":[26],"as":[27],"temperature,":[28],"voltage":[29],"range,":[30],"capacity":[31],"degradation,":[32],"and":[33,104,121,151],"current":[34],"rates":[35],"(C-rates).":[36],"To":[37],"address":[38],"this,":[39],"we":[40,70],"introduce":[41],"a":[42,53,128,152],"novel":[43],"framework,":[44],"Transformer-GPR,":[45],"which":[46],"merges":[47],"physical":[49],"battery":[50],"model":[51],"with":[52,101,124,142],"Transformer-based":[54],"network.":[55],"This":[56],"integration":[57],"facilitates":[58],"offline":[60],"training":[61,158],"hyperparameters,":[63],"enhancing":[64],"real-time":[65],"accuracy.":[68],"Additionally,":[69],"employ":[71],"two":[72],"residual":[73],"models":[74],"using":[75,157],"Gaussian":[76],"Process":[77],"Regression":[78],"(GPR)":[79],"correct":[81],"local":[83],"deviations.":[85],"The":[86],"Transformer-GPR":[87],"framework":[88],"designed":[90],"predict":[92],"accurately":[94],"across":[95],"entire":[97],"lifecycle":[98],"LIBs":[100],"limited":[102],"data":[103,126],"under":[105],"varied":[106],"operational":[107,125],"conditions.":[108],"It":[109],"has":[110],"been":[111],"benchmarked":[112],"against":[113],"several":[114],"existing":[115],"methods,":[116],"showing":[117],"superior":[118],"interpretability,":[119],"accuracy,":[120],"transferability.":[122],"Validation":[123],"from":[127,160],"pure":[129],"electric":[130],"vehicle":[131],"confirmed":[132],"model\u2019s":[134],"efficacy;":[135],"it":[136],"precisely":[137],"predicted":[138],"change":[140],"sequences,":[141],"an":[143,147],"RMSE":[144],"0.048,":[146],"MAE":[148],"0.036,":[150],"maximum":[153],"error":[154],"0.28,":[156],"inputs":[159],"similar":[161],"vehicles.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}