{"id":"https://openalex.org/W2790580842","doi":"https://doi.org/10.1109/tie.2018.2818645","title":"Local-Properties-Embedding-Based Nonlinear Spatiotemporal Modeling for Lithium-Ion Battery Thermal Process","display_name":"Local-Properties-Embedding-Based Nonlinear Spatiotemporal Modeling for Lithium-Ion Battery Thermal Process","publication_year":2018,"publication_date":"2018-03-22","ids":{"openalex":"https://openalex.org/W2790580842","doi":"https://doi.org/10.1109/tie.2018.2818645","mag":"2790580842"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2018.2818645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2018.2818645","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","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/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":true,"raw_author_name":"Kang-Kang Xu","raw_affiliation_strings":["School of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090216201","display_name":"Han\u2010Xiong Li","orcid":"https://orcid.org/0000-0002-0707-5940"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Han-Xiong Li","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","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":"Hai-Dong Yang","raw_affiliation_strings":["School of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electro-Mechanical Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101887409"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":2.6544,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.89808806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"65","issue":"12","first_page":"9767","last_page":"9776"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11236","display_name":"Control Systems and Identification","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/nonlinear-system","display_name":"Nonlinear system","score":0.8342022895812988},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6278319954872131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5423660278320312},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42126768827438354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28954508900642395},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15586072206497192}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.8342022895812988},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6278319954872131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5423660278320312},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42126768827438354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28954508900642395},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15586072206497192},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2018.2818645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2018.2818645","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1786093","display_name":null,"funder_award_id":"U1501248","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3230173909","display_name":null,"funder_award_id":"51475096","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W66465344","https://openalex.org/W1968313197","https://openalex.org/W1987268982","https://openalex.org/W1999389950","https://openalex.org/W2001850816","https://openalex.org/W2014288873","https://openalex.org/W2020072953","https://openalex.org/W2033693003","https://openalex.org/W2041507031","https://openalex.org/W2044201692","https://openalex.org/W2049131909","https://openalex.org/W2053186076","https://openalex.org/W2068938337","https://openalex.org/W2070240165","https://openalex.org/W2072248197","https://openalex.org/W2078746189","https://openalex.org/W2079985616","https://openalex.org/W2089769071","https://openalex.org/W2095561340","https://openalex.org/W2098841048","https://openalex.org/W2116064024","https://openalex.org/W2122151645","https://openalex.org/W2128790263","https://openalex.org/W2140563796","https://openalex.org/W2140915110","https://openalex.org/W2156718197","https://openalex.org/W2172300924","https://openalex.org/W2189494241","https://openalex.org/W2312828402","https://openalex.org/W2316601850","https://openalex.org/W2334947040","https://openalex.org/W2547247597","https://openalex.org/W2747501007","https://openalex.org/W6682755970"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2081900870","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626"],"abstract_inverted_index":{"The":[0],"temperature":[1,171],"distribution":[2,172],"of":[3,25,79,87,129,133,185],"a":[4,10,68,88,107],"lithium-ion":[5],"battery":[6],"(LIB)":[7],"belongs":[8],"to":[9,30,60,98],"nonlinearly":[11],"distributed":[12],"parameter":[13],"system":[14],"(DPS),":[15],"which":[16,92],"is":[17,67,111],"infinite":[18],"dimensional":[19],"in":[20,227],"the":[21,31,42,76,84,99,114,118,127,130,134,140,144,151,155,163,169,177,181,186,192,201,207,213,217,224,229,233],"space":[22,136,234],"direction.":[23,235],"Modeling":[24],"such":[26],"systems":[27],"often":[28],"leads":[29],"following":[32],"challenges:":[33],"time/space-coupled":[34],"dynamics;":[35,37],"time-varying":[36],"and":[38,57,154,232],"spatial":[39,95,121],"nonlinearity.":[40],"For":[41],"first":[43],"two":[44],"challenges,":[45],"Karhunen-Lo\u00e8ve":[46],"(KL)":[47],"decomposition":[48],"based":[49],"data-driven":[50],"spatiotemporal":[51,170,187],"models":[52],"have":[53],"been":[54,190],"widely":[55],"researched":[56],"successfully":[58],"applied":[59],"industrial":[61],"thermal":[62],"processes.":[63],"However,":[64],"this":[65,105],"method":[66,73,110,195,204,226],"global":[69],"linear":[70],"model":[71,85],"reduction":[72],"that":[74,124,216],"ignores":[75],"nonlinear":[77,90,115,120,131,182,208],"properties":[78],"measurements.":[80],"This":[81],"will":[82],"prohibit":[83],"performance":[86],"strong":[89,94],"DPS,":[91],"has":[93,189],"nonlinearity":[96],"refers":[97],"aforementioned":[100],"third":[101],"challenge.":[102],"To":[103],"address":[104],"problem,":[106],"local-properties-embedding-based":[108,141],"modeling":[109,194,206],"developed":[112],"for":[113,205],"DPS.":[116,209],"First,":[117],"finite-dimensional":[119],"basis":[122],"functions":[123],"can":[125,147,159,173,196],"be":[126,148,160,174,197],"representative":[128,146],"feature":[132,184],"original":[135],"are":[137,220],"learned":[138],"by":[139,176],"method.":[142],"Then,":[143],"low-dimensional":[145],"derived":[149],"using":[150],"time/space":[152,178],"separation":[153],"unknown":[156],"temporal":[157],"coefficients":[158],"identified":[161],"through":[162],"traditional":[164,202],"neural":[165],"learning":[166],"algorithm.":[167],"Finally,":[168],"reconstructed":[175],"synthesis.":[179],"Since":[180],"structure":[183],"datasets":[188],"considered,":[191],"proposed":[193,218],"more":[198,221],"effective":[199],"than":[200,223],"KL-based":[203,225],"Numerical":[210],"simulations":[211],"on":[212],"LIB":[214],"showed":[215],"methods":[219],"robust":[222],"both":[228],"time":[230],"direction":[231]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}