{"id":"https://openalex.org/W4387421457","doi":"https://doi.org/10.1145/3594739.3610688","title":"Departure Time Prediction Using Smartphone Data for Delayed-Full Charging BMS Algorithm","display_name":"Departure Time Prediction Using Smartphone Data for Delayed-Full Charging BMS Algorithm","publication_year":2023,"publication_date":"2023-10-07","ids":{"openalex":"https://openalex.org/W4387421457","doi":"https://doi.org/10.1145/3594739.3610688"},"language":"en","primary_location":{"id":"doi:10.1145/3594739.3610688","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3594739.3610688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing","raw_type":"proceedings-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/A5058922491","display_name":"Yonggeon Lee","orcid":"https://orcid.org/0009-0003-6108-8966"},"institutions":[{"id":"https://openalex.org/I4210127102","display_name":"Korea Institute of Energy Research","ror":"https://ror.org/0298pes53","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210127102","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yonggeon Lee","raw_affiliation_strings":["Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of"],"raw_orcid":"https://orcid.org/0009-0003-6108-8966","affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of","institution_ids":["https://openalex.org/I4210127102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101731042","display_name":"Woojin Song","orcid":"https://orcid.org/0009-0003-2578-0162"},"institutions":[{"id":"https://openalex.org/I4210127102","display_name":"Korea Institute of Energy Research","ror":"https://ror.org/0298pes53","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210127102","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Woojin Song","raw_affiliation_strings":["Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of"],"raw_orcid":"https://orcid.org/0009-0003-2578-0162","affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of","institution_ids":["https://openalex.org/I4210127102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000368497","display_name":"Juhyun Song","orcid":"https://orcid.org/0000-0001-9989-0768"},"institutions":[{"id":"https://openalex.org/I4210127102","display_name":"Korea Institute of Energy Research","ror":"https://ror.org/0298pes53","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210127102","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juhyun Song","raw_affiliation_strings":["Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0001-9989-0768","affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of","institution_ids":["https://openalex.org/I4210127102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002989711","display_name":"Youngtae Noh","orcid":"https://orcid.org/0000-0002-9173-1575"},"institutions":[{"id":"https://openalex.org/I4210127102","display_name":"Korea Institute of Energy Research","ror":"https://ror.org/0298pes53","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210127102","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngtae Noh","raw_affiliation_strings":["Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of"],"raw_orcid":"https://orcid.org/0000-0002-9173-1575","affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, Korea Institute of Energy Technology, Korea, Republic of","institution_ids":["https://openalex.org/I4210127102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058922491"],"corresponding_institution_ids":["https://openalex.org/I4210127102"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13005724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9987000226974487,"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/T12238","display_name":"Green IT and Sustainability","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.6894622445106506},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6569280624389648},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5893861055374146},{"id":"https://openalex.org/keywords/battery-capacity","display_name":"Battery capacity","score":0.5807419419288635},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5584518313407898},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5190325975418091},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.49273231625556946},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.4901371896266937},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4199329614639282},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4021018147468567},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2134833037853241},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14733988046646118},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.14244970679283142},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0994422435760498}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6894622445106506},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6569280624389648},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5893861055374146},{"id":"https://openalex.org/C2989104859","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery capacity","level":4,"score":0.5807419419288635},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5584518313407898},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5190325975418091},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.49273231625556946},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.4901371896266937},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4199329614639282},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4021018147468567},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2134833037853241},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14733988046646118},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.14244970679283142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0994422435760498},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3594739.3610688","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3594739.3610688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2143554828","https://openalex.org/W2347128633","https://openalex.org/W2464273419","https://openalex.org/W2978579410","https://openalex.org/W3048596141","https://openalex.org/W3213940145","https://openalex.org/W4229052262","https://openalex.org/W4248534289"],"related_works":["https://openalex.org/W1562159987","https://openalex.org/W3190332208","https://openalex.org/W3126531014","https://openalex.org/W2098124661","https://openalex.org/W2519883542","https://openalex.org/W3006423619","https://openalex.org/W3169099857","https://openalex.org/W2004734718","https://openalex.org/W4385625847","https://openalex.org/W3195056770"],"abstract_inverted_index":{"Battery":[0],"degradation,":[1],"a":[2,17,31],"gradual":[3],"loss":[4],"of":[5,24,104,118,131],"capacity":[6],"and":[7,13,41],"performance":[8],"due":[9,89],"to":[10,20,48,62,90,100],"frequent":[11],"charging":[12,37,43,65],"discharging":[14],"cycles,":[15],"is":[16,61],"significant":[18],"challenge":[19],"the":[21,64,102,105,112,120],"widespread":[22],"adoption":[23],"electric":[25],"vehicles":[26],"(EVs).":[27],"This":[28],"study":[29],"proposes":[30],"BMS":[32],"algorithm":[33],"that":[34,111],"delays":[35],"full":[36],"under":[38],"selective":[39],"conditions":[40],"completes":[42],"immediately":[44],"just":[45],"before":[46],"use":[47],"reduce":[49],"battery":[50],"degradation":[51],"rate":[52],"caused":[53],"by":[54,74],"fully":[55],"charged":[56],"state":[57],"time.":[58],"Our":[59,108],"goal":[60],"predict":[63],"end":[66],"time":[67,73],"based":[68],"on":[69],"an":[70,125],"individual\u2019s":[71],"departure":[72,121],"capturing":[75],"digital":[76],"behavioral":[77],"markers":[78],"extracted":[79],"from":[80],"smartphone":[81],"data,":[82],"while":[83],"minimizing":[84],"reduction":[85],"in":[86],"driving":[87],"range":[88],"undesired":[91],"predictions.":[92],"Preliminary":[93],"experiment":[94],"was":[95],"conducted":[96],"with":[97],"41":[98],"subjects":[99],"assess":[101],"feasibility":[103],"proposed":[106],"approach.":[107],"results":[109],"demonstrate":[110],"mobile":[113],"passive":[114],"features":[115],"are":[116],"capable":[117],"learning":[119],"behavior":[122],"pattern,":[123],"achieving":[124],"average":[126],"mean":[127],"absolute":[128],"error":[129],"(MAE)":[130],"0.2336.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}