{"id":"https://openalex.org/W3093563350","doi":"https://doi.org/10.1109/tits.2020.3028024","title":"State of Power Prediction for Lithium-Ion Batteries in Electric Vehicles via Wavelet-Markov Load Analysis","display_name":"State of Power Prediction for Lithium-Ion Batteries in Electric Vehicles via Wavelet-Markov Load Analysis","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3093563350","doi":"https://doi.org/10.1109/tits.2020.3028024","mag":"3093563350"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2020.3028024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3028024","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5067942735","display_name":"Mona Faraji Niri","orcid":"https://orcid.org/0000-0002-9087-5091"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mona Faraji Niri","raw_affiliation_strings":["Warwick Manufacturing Group, The University of Warwick, Coventry, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9087-5091","affiliations":[{"raw_affiliation_string":"Warwick Manufacturing Group, The University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079952387","display_name":"Dinh Quang Truong","orcid":"https://orcid.org/0000-0001-6746-9266"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Truong Quang Dinh","raw_affiliation_strings":["Warwick Manufacturing Group, The University of Warwick, Coventry, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warwick Manufacturing Group, The University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043071983","display_name":"Tung Fai Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I130198913","display_name":"Jaguar Land Rover (United Kingdom)","ror":"https://ror.org/03b66v461","country_code":"GB","type":"company","lineage":["https://openalex.org/I130198913"]},{"id":"https://openalex.org/I4210127762","display_name":"Coventry (United Kingdom)","ror":"https://ror.org/030nd5313","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210127762"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tung Fai Yu","raw_affiliation_strings":["Jaguar Land Rover Ltd., Coventry, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaguar Land Rover Ltd., Coventry, U.K","institution_ids":["https://openalex.org/I130198913","https://openalex.org/I4210127762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087748785","display_name":"James Marco","orcid":"https://orcid.org/0000-0001-6827-0830"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Marco","raw_affiliation_strings":["Warwick Manufacturing Group, The University of Warwick, Coventry, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6827-0830","affiliations":[{"raw_affiliation_string":"Warwick Manufacturing Group, The University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024200709","display_name":"Bui Ngoc Minh Truong","orcid":"https://orcid.org/0000-0001-6712-2000"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Truong Minh Ngoc Bui","raw_affiliation_strings":["Warwick Manufacturing Group, The University of Warwick, Coventry, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6712-2000","affiliations":[{"raw_affiliation_string":"Warwick Manufacturing Group, The University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9733,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.93776648,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"22","issue":"9","first_page":"5833","last_page":"5848"},"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":0.9958000183105469,"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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.7432249784469604},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.53331059217453},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5310540199279785},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.520414412021637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46552059054374695},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.4557556211948395},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.44594138860702515},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.44081032276153564},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.41927570104599},{"id":"https://openalex.org/keywords/battery-pack","display_name":"Battery pack","score":0.41694176197052},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.41134849190711975},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4014281630516052},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3703461289405823},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3593063950538635}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.7432249784469604},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.53331059217453},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5310540199279785},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.520414412021637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46552059054374695},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.4557556211948395},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.44594138860702515},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.44081032276153564},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.41927570104599},{"id":"https://openalex.org/C2778508592","wikidata":"https://www.wikidata.org/wiki/Q420116","display_name":"Battery pack","level":4,"score":0.41694176197052},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.41134849190711975},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4014281630516052},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3703461289405823},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3593063950538635},{"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},{"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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tits.2020.3028024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2020.3028024","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:142296","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335087","display_name":"Innovate UK","ror":"https://ror.org/05ar5fy68"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W61638239","https://openalex.org/W590134283","https://openalex.org/W1580044631","https://openalex.org/W1907818491","https://openalex.org/W1988117495","https://openalex.org/W1993752355","https://openalex.org/W1998571886","https://openalex.org/W1998984102","https://openalex.org/W2023385933","https://openalex.org/W2047883339","https://openalex.org/W2049633694","https://openalex.org/W2060558956","https://openalex.org/W2063866856","https://openalex.org/W2075047218","https://openalex.org/W2078443491","https://openalex.org/W2083936599","https://openalex.org/W2098841048","https://openalex.org/W2147525209","https://openalex.org/W2157375759","https://openalex.org/W2163342696","https://openalex.org/W2163456723","https://openalex.org/W2204324558","https://openalex.org/W2242134523","https://openalex.org/W2244539124","https://openalex.org/W2280562613","https://openalex.org/W2341663352","https://openalex.org/W2342972052","https://openalex.org/W2390905379","https://openalex.org/W2506086255","https://openalex.org/W2514874264","https://openalex.org/W2548986766","https://openalex.org/W2589886293","https://openalex.org/W2748329381","https://openalex.org/W2761411298","https://openalex.org/W2773611313","https://openalex.org/W2782149882","https://openalex.org/W2793341097","https://openalex.org/W2795438584","https://openalex.org/W2885578090","https://openalex.org/W2886544225","https://openalex.org/W2899278771","https://openalex.org/W2903223816","https://openalex.org/W2906868769","https://openalex.org/W2916193937","https://openalex.org/W2969895413","https://openalex.org/W2981965255","https://openalex.org/W2996269686","https://openalex.org/W3007509626","https://openalex.org/W3129711340","https://openalex.org/W4206251606","https://openalex.org/W4240481741","https://openalex.org/W6683260103","https://openalex.org/W6759793727"],"related_works":["https://openalex.org/W2790199556","https://openalex.org/W2519883542","https://openalex.org/W2973471646","https://openalex.org/W2098015238","https://openalex.org/W1875107897","https://openalex.org/W4323891810","https://openalex.org/W2997003398","https://openalex.org/W3020894772","https://openalex.org/W3205033015","https://openalex.org/W4390418521"],"abstract_inverted_index":{"Electric":[0],"vehicle":[1],"(EV)":[2],"power":[3,17,28,39,107],"demands":[4,139],"come":[5],"from":[6],"its":[7],"acceleration/braking":[8],"as":[9,11,193,195],"well":[10,194],"consumptions":[12],"of":[13,29,37,65,133,200,219],"the":[14,26,30,34,60,85,102,111,131,145,172,180,212,217,220],"components.":[15],"The":[16,88],"delivered":[18],"to":[19,25,82,94,100,105,158,171],"meet":[20],"any":[21],"demand":[22],"is":[23,80,91,120,148,167,183],"limited":[24],"available":[27,38,202],"battery.":[31],"This":[32,48,129],"makes":[33],"battery":[35,45,70,86,89,106,159],"state":[36],"(SoAP)":[40],"a":[41,51,69,77,115,153,198],"critical":[42],"variable":[43],"for":[44,54,63,175],"management":[46],"purposes.":[47],"article":[49],"presents":[50],"novel":[52],"approach":[53],"long-term":[55,116],"SoAP":[56,146,178],"prediction":[57,64,118,147,163],"by":[58],"supervising":[59,110],"working":[61,103],"conditions":[62,104],"future":[66,142],"load.":[67],"Firstly,":[68],"equivalent":[71],"circuit":[72],"model":[73,79,90,97,160],"(ECM)":[74],"coupled":[75],"with":[76,152,156],"thermal":[78],"established":[81],"accurately":[83],"capture":[84],"dynamics.":[87],"then":[92],"connected":[93],"an":[95],"EV":[96],"in":[98],"order":[99],"interpret":[101],"demand.":[108],"By":[109],"historical":[112],"usage":[113],"conditions,":[114],"load":[117,138,162,176],"mechanism":[119,164],"designed":[121],"based":[122],"on":[123,197],"wavelet":[124],"analysis":[125,155],"and":[126,135,140,161,177,186,191,215],"Markov":[127],"models.":[128],"facilitates":[130],"separation":[132],"low":[134],"high":[136],"frequency":[137],"addresses":[141],"uncertainties.":[143],"Finally,":[144],"put":[149],"forward":[150],"along":[151],"sensitivity":[154],"respect":[157],"parameters.":[165],"It":[166],"demonstrated":[168],"that":[169],"compared":[170],"existing":[173],"approaches":[174],"prediction,":[179],"developed":[181],"method":[182],"more":[184],"practical":[185],"accurate.":[187],"Co-simulations":[188],"via":[189],"MATLAB":[190],"AMESim":[192],"experiments":[196],"set":[199],"commercially":[201],"Lithium-ion":[203],"(Li-ion)":[204],"cylindrical":[205],"cells":[206],"under":[207],"real-world":[208],"drive":[209],"cycles":[210],"prove":[211],"given":[213],"concept":[214],"validate":[216],"performance":[218],"method.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":10}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2020-10-29T00:00:00"}
