{"id":"https://openalex.org/W4327522507","doi":"https://doi.org/10.1109/tii.2023.3257311","title":"Locality Preserving Projections-Based Spatiotemporal Modeling of the Temperature Distribution of Lithium-Ion Batteries","display_name":"Locality Preserving Projections-Based Spatiotemporal Modeling of the Temperature Distribution of Lithium-Ion Batteries","publication_year":2023,"publication_date":"2023-03-15","ids":{"openalex":"https://openalex.org/W4327522507","doi":"https://doi.org/10.1109/tii.2023.3257311"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3257311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3257311","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004445478","display_name":"Chengjiu Zhu","orcid":"https://orcid.org/0000-0002-1133-3017"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjiu Zhu","raw_affiliation_strings":["School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1133-3017","affiliations":[{"raw_affiliation_string":"School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007248533","display_name":"Haidong Yang","orcid":"https://orcid.org/0000-0002-6734-249X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Yang","raw_affiliation_strings":["School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6734-249X","affiliations":[{"raw_affiliation_string":"School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046555671","display_name":"Xi Jin","orcid":"https://orcid.org/0000-0003-2087-0698"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Jin","raw_affiliation_strings":["School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101887409","display_name":"Kangkang Xu","orcid":"https://orcid.org/0000-0003-3622-2134"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangkang Xu","raw_affiliation_strings":["School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3622-2134","affiliations":[{"raw_affiliation_string":"School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012311597","display_name":"Wenjing Shen","orcid":"https://orcid.org/0000-0003-2175-7179"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Shen","raw_affiliation_strings":["Sino-German College of Intelligent Manufacturing, Shenzhen Technology University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2175-7179","affiliations":[{"raw_affiliation_string":"Sino-German College of Intelligent Manufacturing, Shenzhen Technology University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8811,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7150731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"20","issue":"1","first_page":"179","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9995999932289124,"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":0.9995999932289124,"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/T12676","display_name":"Machine Learning and ELM","score":0.9699000120162964,"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"}},{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9438999891281128,"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/decoupling","display_name":"Decoupling (probability)","score":0.665549635887146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5728126168251038},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5561742782592773},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.4967826008796692},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46509233117103577},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.44133132696151733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3241497576236725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19999831914901733},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1828162968158722},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.13398560881614685},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10542073845863342}],"concepts":[{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.665549635887146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5728126168251038},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5561742782592773},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.4967826008796692},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46509233117103577},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.44133132696151733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3241497576236725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19999831914901733},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1828162968158722},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.13398560881614685},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10542073845863342},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3257311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3257311","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G2412401564","display_name":null,"funder_award_id":"51905109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6004445991","display_name":null,"funder_award_id":"2021A1515011971","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2016677414","https://openalex.org/W2017753372","https://openalex.org/W2033693003","https://openalex.org/W2049131909","https://openalex.org/W2095392975","https://openalex.org/W2098841048","https://openalex.org/W2158567645","https://openalex.org/W2560381229","https://openalex.org/W2567582497","https://openalex.org/W2707625771","https://openalex.org/W2735797020","https://openalex.org/W2738226240","https://openalex.org/W2747452305","https://openalex.org/W2753295253","https://openalex.org/W2789655953","https://openalex.org/W2790580842","https://openalex.org/W2903223816","https://openalex.org/W2944178345","https://openalex.org/W2944656935","https://openalex.org/W2955796970","https://openalex.org/W2991067219","https://openalex.org/W3009736637","https://openalex.org/W3016697992","https://openalex.org/W3043373725","https://openalex.org/W3129469369","https://openalex.org/W3194133656","https://openalex.org/W3209089958","https://openalex.org/W4200095768","https://openalex.org/W4210856348","https://openalex.org/W4214892481","https://openalex.org/W6683823733"],"related_works":["https://openalex.org/W2152950565","https://openalex.org/W1555349535","https://openalex.org/W2051487156","https://openalex.org/W1556451512","https://openalex.org/W2073681303","https://openalex.org/W1617565119","https://openalex.org/W160381218","https://openalex.org/W2512958550","https://openalex.org/W2099777870","https://openalex.org/W2365776705"],"abstract_inverted_index":{"The":[0],"temperature":[1,90,156],"distribution":[2,157],"is":[3,23,77,117],"one":[4],"of":[5,17,42,176],"the":[6,10,39,88,105,127,130,134,141,146,151,154,171,177],"key":[7],"factors":[8],"affecting":[9],"safety,":[11],"capacity":[12],"fade,":[13],"and":[14,50,98,133,174],"optimal":[15],"use":[16],"lithium-ion":[18,168],"batteries":[19],"(LIBs).":[20],"However,":[21],"it":[22],"a":[24,57,108,121,164],"challenging":[25],"task":[26],"to":[27,38,67,103,119,140,144],"develop":[28],"an":[29,72],"accurate":[30],"approximation":[31],"model":[32],"for":[33,79],"estimating":[34],"this":[35,54,69,83],"distribution,":[36],"owing":[37],"inherent":[40],"nature":[41],"thermal":[43],"processes,":[44],"including":[45],"time/space":[46,80,152],"coupling,":[47],"infinite":[48],"dimensions,":[49],"strong":[51],"nonlinearity.":[52],"Therefore,":[53],"article":[55],"proposes":[56],"novel":[58,84],"locality":[59],"preserving":[60],"projections":[61],"(LPP)":[62],"based":[63],"spatiotemporal":[64,89],"modeling":[65,128],"method":[66,76],"address":[68],"problem.":[70],"First,":[71],"orthogonal":[73],"enhanced":[74],"LPP":[75],"proposed":[78,142,178],"decoupling.":[81],"With":[82],"reduction":[85],"dimension":[86],"technique,":[87],"variables":[91],"are":[92,138],"separated":[93],"into":[94],"spatial":[95],"basis":[96],"functions":[97],"low-dimensional":[99],"time":[100],"variables.":[101],"Then,":[102],"handle":[104],"temporal":[106,123],"nonlinearity,":[107],"broad":[109],"learning":[110],"system":[111],"with":[112,150],"kernel-based":[113],"manifold":[114,136],"features":[115],"(BLS-KMF)":[116],"designed":[118],"construct":[120],"dynamic":[122],"model.":[124],"To":[125],"improve":[126],"performance,":[129],"kernel":[131],"trick":[132],"intrinsic":[135],"information":[137],"introduced":[139],"BLS-KMF":[143],"learn":[145],"mapped":[147],"features.":[148],"Finally,":[149],"synthesis,":[153],"battery":[155,169],"can":[158],"be":[159],"reconstructed.":[160],"Experimental":[161],"results":[162],"on":[163],"32":[165],"Ah":[166],"ternary":[167],"illustrate":[170],"superior":[172],"performance":[173],"effectiveness":[175],"method.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-04T07:58:01.006859","created_date":"2025-10-10T00:00:00"}