{"id":"https://openalex.org/W4200301481","doi":"https://doi.org/10.3233/faia210385","title":"Sequence-in-Sequence Learning for SOH Estimation of Lithium-Ion Battery","display_name":"Sequence-in-Sequence Learning for SOH Estimation of Lithium-Ion Battery","publication_year":2021,"publication_date":"2021-12-22","ids":{"openalex":"https://openalex.org/W4200301481","doi":"https://doi.org/10.3233/faia210385"},"language":"en","primary_location":{"id":"doi:10.3233/faia210385","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210385","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210385","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210385","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072227855","display_name":"Thien Pham","orcid":"https://orcid.org/0000-0001-7632-6216"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thien Pham","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, Vietnam National University Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053425379","display_name":"Loi Truong","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Loi Truong","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, Vietnam National University Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113976315","display_name":"Mao Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Mao Nguyen","raw_affiliation_strings":["Faculty of Computer Science, Ho Chi Minh City University of Computer Science, Vietnam National University Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Ho Chi Minh City University of Computer Science, Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068512066","display_name":"Akhil Garg","orcid":"https://orcid.org/0000-0001-5731-4105"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Akhil Garg","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017886286","display_name":"Liang Gao","orcid":"https://orcid.org/0000-0002-1485-0722"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Gao","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056767671","display_name":"Tho Quan","orcid":"https://orcid.org/0000-0003-0467-6254"},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]},{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tho Quan","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, Vietnam National University Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, Vietnam National University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072227855"],"corresponding_institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"],"apc_list":null,"apc_paid":null,"fwci":1.2698,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82793377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9995999932289124,"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":0.9995999932289124,"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":0.979200005531311,"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/battery","display_name":"Battery (electricity)","score":0.7028356790542603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5980568528175354},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5775421261787415},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5219706296920776},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.5145994424819946},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.4896755516529083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44902101159095764},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.44596612453460693},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.44551515579223633},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4442256987094879},{"id":"https://openalex.org/keywords/sequence-learning","display_name":"Sequence learning","score":0.43753597140312195},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3285374343395233},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28847065567970276},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2167610228061676},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.13940471410751343},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09544116258621216},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07592552900314331},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0755525529384613}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.7028356790542603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5980568528175354},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5775421261787415},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5219706296920776},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.5145994424819946},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.4896755516529083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44902101159095764},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.44596612453460693},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.44551515579223633},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4442256987094879},{"id":"https://openalex.org/C40506919","wikidata":"https://www.wikidata.org/wiki/Q7452469","display_name":"Sequence learning","level":2,"score":0.43753597140312195},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3285374343395233},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28847065567970276},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2167610228061676},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.13940471410751343},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09544116258621216},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07592552900314331},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0755525529384613},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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:10.3233/faia210385","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210385","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210385","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia210385","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210385","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210385","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.46000000834465027,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326592","display_name":"Viet Nam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200301481.pdf","grobid_xml":"https://content.openalex.org/works/W4200301481.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W625912296","https://openalex.org/W1485009520","https://openalex.org/W1498436455","https://openalex.org/W1566256432","https://openalex.org/W2153110463","https://openalex.org/W2342265232","https://openalex.org/W2870736296","https://openalex.org/W2943460745","https://openalex.org/W2948266581","https://openalex.org/W3001479960","https://openalex.org/W3083853617","https://openalex.org/W3151654880","https://openalex.org/W4231444046","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W2991588090","https://openalex.org/W3213052590","https://openalex.org/W176011693","https://openalex.org/W4376058722","https://openalex.org/W3034877844","https://openalex.org/W4225996487","https://openalex.org/W2068485218","https://openalex.org/W3107320758","https://openalex.org/W2995074223","https://openalex.org/W3201198192"],"abstract_inverted_index":{"State-of-Health":[0],"(SOH)":[1],"prediction":[2],"of":[3,31,64,105,125,127],"a":[4],"Lithium-ion":[5],"battery":[6,66,86,110],"is":[7,24,56,68,87],"essential":[8],"for":[9,17,59],"preventing":[10],"malfunction":[11],"and":[12,33,71,82,108],"maintaining":[13],"efficient":[14],"working":[15],"behaviors":[16],"the":[18,28,62,65,85,103],"battery.":[19],"In":[20,90],"practice,":[21],"this":[22,51,91],"task":[23],"difficult":[25],"due":[26],"to":[27,49,130],"high":[29],"level":[30],"noise":[32],"complexity.":[34],"There":[35],"are":[36],"many":[37],"machine":[38],"learning":[39,43],"methods,":[40],"especially":[41],"deep":[42],"approaches,":[44],"that":[45],"have":[46],"been":[47],"proposed":[48],"address":[50],"problem":[52],"recently.":[53],"However,":[54],"there":[55],"much":[57],"room":[58],"improvement":[60],"because":[61],"nature":[63],"data":[67],"highly":[69],"non-linear":[70],"exhibits":[72],"higher":[73],"dependence":[74],"on":[75],"multidisciplinary":[76],"parameters":[77],"such":[78],"as":[79,98],"resistance,":[80],"voltage":[81],"external":[83],"conditions":[84],"subjected":[88],"to.":[89],"paper,":[92],"we":[93],"propose":[94],"an":[95],"approach":[96],"known":[97],"bidirectional":[99],"sequence-in-sequence,":[100],"which":[101],"exploits":[102],"dependency":[104],"nested":[106],"cycle-wise":[107],"channel-wise":[109],"data.":[111],"Experimented":[112],"with":[113],"real":[114],"dataset":[115],"acquired":[116],"from":[117],"NASA,":[118],"our":[119],"method":[120],"results":[121],"in":[122],"significant":[123],"reduction":[124],"error":[126],"approximately":[128],"up":[129],"32.5%.":[131]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
