{"id":"https://openalex.org/W4409834778","doi":"https://doi.org/10.1145/3708635.3708642","title":"Multi-Step Ahead Battery SOC Estimation Using Data-Driven Prognostics and Health Management","display_name":"Multi-Step Ahead Battery SOC Estimation Using Data-Driven Prognostics and Health Management","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4409834778","doi":"https://doi.org/10.1145/3708635.3708642"},"language":"en","primary_location":{"id":"doi:10.1145/3708635.3708642","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708635.3708642","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3708635.3708642","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 13th International Conference on Software and Information Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3708635.3708642","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007689782","display_name":"Juliano Pimentel","orcid":"https://orcid.org/0000-0002-4388-0146"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Juliano Pimentel","raw_affiliation_strings":["School of Computing and Engineering, University of Derby, Derby, Derbyshire, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4388-0146","affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of Derby, Derby, Derbyshire, United Kingdom","institution_ids":["https://openalex.org/I22128151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046673754","display_name":"Alistair A. McEwan","orcid":"https://orcid.org/0000-0002-6660-3192"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alistair A. McEwan","raw_affiliation_strings":["School of Computing and Engineering, University of Derby, Derby, Derbyshire, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-6660-3192","affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of Derby, Derby, Derbyshire, United Kingdom","institution_ids":["https://openalex.org/I22128151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087955962","display_name":"Hong Qing Yu","orcid":"https://orcid.org/0000-0001-6330-2725"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hong Qing Yu","raw_affiliation_strings":["School of Computing and Engineering, University of Derby, Derby, Derbyshire, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6330-2725","affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of Derby, Derby, Derbyshire, United Kingdom","institution_ids":["https://openalex.org/I22128151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1775,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52970204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"104","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9965999722480774,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9702000021934509,"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/prognostics","display_name":"Prognostics","score":0.9678357243537903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6401766538619995},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6181831955909729},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.523055374622345},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.44625574350357056},{"id":"https://openalex.org/keywords/health-management-system","display_name":"Health management system","score":0.4319134056568146},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.411470890045166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30469954013824463},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22370845079421997},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14589330554008484},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.12901052832603455},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10092896223068237}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9678357243537903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6401766538619995},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6181831955909729},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.523055374622345},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.44625574350357056},{"id":"https://openalex.org/C171265473","wikidata":"https://www.wikidata.org/wiki/Q5691117","display_name":"Health management system","level":3,"score":0.4319134056568146},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.411470890045166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30469954013824463},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22370845079421997},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14589330554008484},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.12901052832603455},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10092896223068237},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3708635.3708642","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708635.3708642","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3708635.3708642","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 13th International Conference on Software and Information Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3708635.3708642","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708635.3708642","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3708635.3708642","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 13th International Conference on Software and Information Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311710","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409834778.pdf","grobid_xml":"https://content.openalex.org/works/W4409834778.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W2003706483","https://openalex.org/W2005708641","https://openalex.org/W2014928429","https://openalex.org/W2016210396","https://openalex.org/W2024760831","https://openalex.org/W2147568880","https://openalex.org/W2250299594","https://openalex.org/W2420219862","https://openalex.org/W2573044609","https://openalex.org/W2586854655","https://openalex.org/W2588743433","https://openalex.org/W2598379669","https://openalex.org/W2753351569","https://openalex.org/W2776458183","https://openalex.org/W2794103404","https://openalex.org/W2800620127","https://openalex.org/W2889351375","https://openalex.org/W2890330768","https://openalex.org/W2904508397","https://openalex.org/W2909877301","https://openalex.org/W2941475335","https://openalex.org/W2966529306","https://openalex.org/W2973538758","https://openalex.org/W3018139049","https://openalex.org/W3041279471","https://openalex.org/W3100533721","https://openalex.org/W3131868131","https://openalex.org/W3136949119","https://openalex.org/W3139885963","https://openalex.org/W3157504749","https://openalex.org/W3194992794","https://openalex.org/W3203898572","https://openalex.org/W4226105227","https://openalex.org/W4280569674","https://openalex.org/W4289258409","https://openalex.org/W4313238724","https://openalex.org/W4385628742","https://openalex.org/W4392944652"],"related_works":["https://openalex.org/W3022231745","https://openalex.org/W2115233498","https://openalex.org/W4205715751","https://openalex.org/W2069451717","https://openalex.org/W271007108","https://openalex.org/W1989165503","https://openalex.org/W2044182513","https://openalex.org/W1964160495","https://openalex.org/W3139170465","https://openalex.org/W2383952951"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,25,53,62,90,93,98,103,112,130],"data-driven":[4],"multi-step":[5,145],"ahead":[6,146],"battery":[7,26,121,132],"state":[8],"of":[9,24,56,64,105,139],"charge":[10],"(SOC)":[11],"forecasting":[12],"system":[13,28],"that":[14,115],"can":[15],"be":[16],"used":[17],"for":[18],"prognostics":[19],"and":[20,40,60,92,127,134],"health":[21],"management":[22,27],"(PHM)":[23],"(BMS).Two":[29],"long":[30],"short-term":[31],"memory":[32],"(LSTM)":[33],"recurrent":[34],"neural":[35],"networks":[36],"(RNN)":[37],"are":[38,95,125],"implemented":[39],"tested,":[41],"due":[42],"to":[43,73,83,97],"their":[44],"unique":[45],"capability":[46],"to,":[47],"at":[48,66],"the":[49,80,120,137,141],"same":[50],"time,":[51],"use":[52],"high":[54],"number":[55],"past":[57],"time":[58],"steps":[59],"forecast":[61,148],"horizon":[63],"interest":[65],"real-time.This":[67],"online":[68],"inference":[69],"is":[70],"then":[71],"capable":[72],"provide":[74],"an":[75],"advisory":[76],"window":[77],"in":[78],"case":[79],"BMS":[81],"needs":[82],"take":[84],"any":[85],"preventive":[86],"action.The":[87],"LSTM":[88],"models,":[89],"stacked-LSTM":[91],"Bidi-LSTM,":[94],"compared":[96],"statistical-based":[99],"algorithm":[100],"which":[101],"uses":[102],"combination":[104],"autoregressive":[106],"integrated":[107],"moving":[108],"average":[109],"(ARIMA)":[110],"with":[111],"polynomial":[113],"regressor":[114],"fits":[116],"measured":[117],"variables":[118],"into":[119],"SOC.The":[122],"three":[123],"methods":[124],"tested":[126],"validated":[128],"against":[129],"wealthy":[131],"dataset":[133],"results":[135],"demonstrate":[136],"feasibility":[138],"using":[140],"Bidi-LSTM":[142],"RNN":[143],"as":[144],"SOC":[147],"estimator.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
