{"id":"https://openalex.org/W4317883834","doi":"https://doi.org/10.1177/01423312221143776","title":"Thermal monitoring of lithium-ion batteries based on machine learning and fibre Bragg grating sensors","display_name":"Thermal monitoring of lithium-ion batteries based on machine learning and fibre Bragg grating sensors","publication_year":2023,"publication_date":"2023-01-24","ids":{"openalex":"https://openalex.org/W4317883834","doi":"https://doi.org/10.1177/01423312221143776"},"language":"en","primary_location":{"id":"doi:10.1177/01423312221143776","is_oa":true,"landing_page_url":"https://doi.org/10.1177/01423312221143776","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1177/01423312221143776","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013007959","display_name":"Shiyun Liu","orcid":"https://orcid.org/0000-0003-4447-9319"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shiyun Liu","raw_affiliation_strings":["School of Electronic and Electrical Engineering, University of Leeds, UK"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, University of Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100456957","display_name":"Kang Li","orcid":"https://orcid.org/0000-0001-6657-0522"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kang Li","raw_affiliation_strings":["School of Electronic and Electrical Engineering, University of Leeds, UK"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, University of Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013007959"],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":null,"apc_paid":null,"fwci":1.7741,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.83722594,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"45","issue":"8","first_page":"1570","last_page":"1578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T10461","display_name":"Gas Sensing Nanomaterials and Sensors","score":0.995199978351593,"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/T11472","display_name":"Analytical Chemistry and Sensors","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1502","display_name":"Bioengineering"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6778708696365356},{"id":"https://openalex.org/keywords/fiber-bragg-grating","display_name":"Fiber Bragg grating","score":0.6251800060272217},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5277978777885437},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5083484053611755},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.4998307228088379},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.48312732577323914},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.44242429733276367},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4397395849227905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42216214537620544},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.3044668436050415},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18456432223320007},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07891136407852173}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6778708696365356},{"id":"https://openalex.org/C43091971","wikidata":"https://www.wikidata.org/wiki/Q1397391","display_name":"Fiber Bragg grating","level":3,"score":0.6251800060272217},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5277978777885437},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5083484053611755},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.4998307228088379},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.48312732577323914},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.44242429733276367},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4397395849227905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42216214537620544},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.3044668436050415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18456432223320007},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07891136407852173},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/01423312221143776","is_oa":true,"landing_page_url":"https://doi.org/10.1177/01423312221143776","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:193245","is_oa":true,"landing_page_url":"https://orcid.org/0000-0001-6657-0522>","pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/193245/9/01423312221143776.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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":"NonPeerReviewed"}],"best_oa_location":{"id":"doi:10.1177/01423312221143776","is_oa":true,"landing_page_url":"https://doi.org/10.1177/01423312221143776","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6899999976158142,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1497992014","https://openalex.org/W1555946919","https://openalex.org/W1990972460","https://openalex.org/W2019357759","https://openalex.org/W2045725140","https://openalex.org/W2056468481","https://openalex.org/W2077118824","https://openalex.org/W2089602749","https://openalex.org/W2129796157","https://openalex.org/W2156556615","https://openalex.org/W2220328371","https://openalex.org/W2509529709","https://openalex.org/W2635795354","https://openalex.org/W2738215624","https://openalex.org/W2773878736","https://openalex.org/W2798091599","https://openalex.org/W2908314777","https://openalex.org/W2915392080","https://openalex.org/W2962975231","https://openalex.org/W2978202285","https://openalex.org/W3096710383","https://openalex.org/W3119025527","https://openalex.org/W3121588127","https://openalex.org/W3155417790","https://openalex.org/W3185044965","https://openalex.org/W4200331470","https://openalex.org/W4206834325","https://openalex.org/W4210421911","https://openalex.org/W4210679044","https://openalex.org/W4210815606","https://openalex.org/W4280553580","https://openalex.org/W4281294201","https://openalex.org/W4281562646","https://openalex.org/W4283010262","https://openalex.org/W4292581506","https://openalex.org/W4293370691"],"related_works":["https://openalex.org/W2995074223","https://openalex.org/W2357719166","https://openalex.org/W4224246090","https://openalex.org/W1574589385","https://openalex.org/W3165173190","https://openalex.org/W4388039502","https://openalex.org/W2080384327","https://openalex.org/W3161330592","https://openalex.org/W2274723115","https://openalex.org/W2159458361"],"abstract_inverted_index":{"Lithium-ion":[0,47],"batteries":[1,25,70],"(LiBs)":[2],"are":[3],"well-known":[4],"power":[5,11],"sources":[6],"due":[7],"to":[8,52],"their":[9],"higher":[10],"and":[12,18,37,60,85,115,129],"energy":[13,38],"densities,":[14],"longer":[15],"cycle":[16],"life":[17],"lower":[19],"self-discharge":[20],"rate":[21],"features.":[22],"Hence,":[23],"these":[24],"have":[26,118],"been":[27,104],"widely":[28],"used":[29],"in":[30,44],"various":[31],"portable":[32],"electronic":[33],"devices,":[34],"electric":[35],"vehicles":[36],"storage":[39],"systems.":[40],"The":[41,110],"primary":[42],"challenge":[43],"applying":[45],"a":[46,75],"battery":[48,107],"(LiB)":[49],"system":[50],"is":[51],"guarantee":[53],"its":[54],"operation":[55],"safety":[56],"under":[57],"both":[58],"normal":[59],"abnormal":[61],"operating":[62],"conditions.":[63],"To":[64],"achieve":[65],"this,":[66],"temperature":[67,108,126],"management":[68],"of":[69,80],"should":[71],"be":[72],"placed":[73],"as":[74],"priority":[76],"for":[77,106],"the":[78,121],"purpose":[79],"achieving":[81],"better":[82],"lifetime":[83],"performance":[84],"preventing":[86],"thermal":[87],"failures.":[88],"In":[89],"this":[90],"paper,":[91],"fibre":[92],"Bragg":[93],"Grating":[94],"(FBG)":[95],"sensor":[96],"technology":[97],"coupling":[98],"with":[99],"machine":[100],"learning":[101],"(ML)":[102],"has":[103],"explored":[105],"monitoring.":[109],"results":[111],"based":[112],"on":[113],"linear":[114],"nonlinear":[116],"models":[117],"confirmed":[119],"that":[120],"novel":[122],"methods":[123],"can":[124],"estimate":[125],"variations":[127],"reliably":[128],"accurately.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}