{"id":"https://openalex.org/W2952123662","doi":"https://doi.org/10.1109/tie.2019.2921280","title":"Online Battery State of Power Prediction Using PRBS and Extended Kalman Filter","display_name":"Online Battery State of Power Prediction Using PRBS and Extended Kalman Filter","publication_year":2019,"publication_date":"2019-06-11","ids":{"openalex":"https://openalex.org/W2952123662","doi":"https://doi.org/10.1109/tie.2019.2921280","mag":"2952123662"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2019.2921280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2019.2921280","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/A5020195191","display_name":"S. Nejad","orcid":"https://orcid.org/0000-0001-6849-0518"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shahab Nejad","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017721578","display_name":"Daniel T. Gladwin","orcid":"https://orcid.org/0000-0001-7195-5435"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Thomas Gladwin","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020195191"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":3.4435,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.92345679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"67","issue":"5","first_page":"3747","last_page":"3755"},"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":0.9973999857902527,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9868000149726868,"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/pseudorandom-binary-sequence","display_name":"Pseudorandom binary sequence","score":0.8379645943641663},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6759787201881409},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6437841057777405},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.494870126247406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4697081446647644},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.4640101194381714},{"id":"https://openalex.org/keywords/equivalent-circuit","display_name":"Equivalent circuit","score":0.4601678252220154},{"id":"https://openalex.org/keywords/pseudorandom-number-generator","display_name":"Pseudorandom number generator","score":0.4429793357849121},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4384500980377197},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4160040616989136},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3972218930721283},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39470940828323364},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.39341598749160767},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.319206178188324},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.31225407123565674},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.30465996265411377},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1488777995109558},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09446623921394348},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0828576385974884}],"concepts":[{"id":"https://openalex.org/C128040838","wikidata":"https://www.wikidata.org/wiki/Q1810628","display_name":"Pseudorandom binary sequence","level":3,"score":0.8379645943641663},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6759787201881409},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6437841057777405},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.494870126247406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4697081446647644},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.4640101194381714},{"id":"https://openalex.org/C23572009","wikidata":"https://www.wikidata.org/wiki/Q964981","display_name":"Equivalent circuit","level":3,"score":0.4601678252220154},{"id":"https://openalex.org/C140642157","wikidata":"https://www.wikidata.org/wiki/Q1623338","display_name":"Pseudorandom number generator","level":2,"score":0.4429793357849121},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4384500980377197},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4160040616989136},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3972218930721283},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39470940828323364},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.39341598749160767},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.319206178188324},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.31225407123565674},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.30465996265411377},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1488777995109558},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09446623921394348},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0828576385974884},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2019.2921280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2019.2921280","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"},{"id":"pmh:oai:eprints.whiterose.ac.uk:148488","is_oa":false,"landing_page_url":null,"pdf_url":null,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5159314192","display_name":null,"funder_award_id":"EP/N032888/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W578698863","https://openalex.org/W638668985","https://openalex.org/W1509992997","https://openalex.org/W1571533198","https://openalex.org/W2003810785","https://openalex.org/W2051763098","https://openalex.org/W2057178375","https://openalex.org/W2064763907","https://openalex.org/W2094989457","https://openalex.org/W2105934661","https://openalex.org/W2128790263","https://openalex.org/W2274087142","https://openalex.org/W2314622687","https://openalex.org/W2341663352","https://openalex.org/W2571542728","https://openalex.org/W2591852124","https://openalex.org/W2620176708","https://openalex.org/W2735663899","https://openalex.org/W2735676453","https://openalex.org/W2743799144","https://openalex.org/W2762736364","https://openalex.org/W2774162824","https://openalex.org/W2775059756","https://openalex.org/W2891919606","https://openalex.org/W3004157836","https://openalex.org/W4249924554","https://openalex.org/W6616801017"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2359988188","https://openalex.org/W2017017227","https://openalex.org/W2171242093","https://openalex.org/W3120607508","https://openalex.org/W3090785330","https://openalex.org/W2371369441","https://openalex.org/W2987041866","https://openalex.org/W1988855103","https://openalex.org/W3211887901"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,32,59,71],"hybrid":[4,142],"battery":[5,12,44,50,68,83,143],"parameterization":[6,144],"technique":[7,24],"for":[8,93],"the":[9,67,82,94,101,113,137,140],"purpose":[10],"of":[11,31,81,112,139],"state-of-charge":[13],"(SOC)":[14],"and":[15,117],"state-of-power":[16],"(SOP)":[17],"monitoring":[18],"in":[19,70,98,121],"real":[20,122],"time.":[21,123],"The":[22,77,124],"proposed":[23,141],"is":[25,52,69,104],"centered":[26],"around":[27],"an":[28,90,109,129],"opportunistic":[29],"initialization":[30],"dual":[33],"extended":[34],"Kalman":[35],"filter":[36],"(DEKF)":[37],"algorithm":[38,103],"using":[39,58],"pseudorandom":[40],"binary":[41],"sequence":[42],"(PRBS)":[43],"excitation.":[45],"A":[46],"second-order":[47],"electrical":[48],"equivalent-circuit":[49],"model":[51,84],"used":[53],"whose":[54],"parameters":[55],"are":[56,85],"identified":[57],"carefully":[60],"designed":[61],"10-bit":[62],"10-Hz":[63],"PRBS":[64],"signal":[65],"while":[66],"zero-":[72],"or":[73],"low-current":[74],"quiescent":[75],"mode.":[76],"PRBS-identified":[78],"resistive":[79],"elements":[80],"then":[86],"utilized":[87],"to":[88,107,136],"provide":[89,108],"initial":[91],"estimate":[92,111],"battery's":[95,114],"SOP.":[96],"Once":[97],"load":[99],"conditions,":[100],"DEKF":[102],"implemented":[105],"recursively":[106],"accurate":[110],"parameters,":[115],"SOC,":[116],"subsequently":[118],"its":[119],"SOP":[120],"experimental":[125],"results":[126],"obtained":[127],"from":[128],"electrochemical":[130],"impedance":[131],"spectroscopy":[132],"method":[133],"give":[134],"confidence":[135],"performance":[138],"technique.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
