{"id":"https://openalex.org/W4407403547","doi":"https://doi.org/10.1109/taes.2025.3540806","title":"Domain Similarity Meta-Learning for Lithium-Ion Battery State-of-Health Estimation of Spacecraft Systems","display_name":"Domain Similarity Meta-Learning for Lithium-Ion Battery State-of-Health Estimation of Spacecraft Systems","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4407403547","doi":"https://doi.org/10.1109/taes.2025.3540806"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2025.3540806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2025.3540806","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic 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":null,"display_name":"Wenjing Wu","orcid":"https://orcid.org/0009-0004-4948-8585"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Wu","raw_affiliation_strings":["MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-4948-8585","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007835222","display_name":"Hanjing Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanjing Fu","raw_affiliation_strings":["MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076408165","display_name":"Kaixin Cui","orcid":"https://orcid.org/0000-0002-2438-0509"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixin Cui","raw_affiliation_strings":["MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2438-0509","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054239191","display_name":"Zhigang Liu","orcid":"https://orcid.org/0009-0005-9348-1417"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Liu","raw_affiliation_strings":["Beijing Institute of Spacecraft System Engineering, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-9348-1417","affiliations":[{"raw_affiliation_string":"Beijing Institute of Spacecraft System Engineering, Beijing, China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101452071","display_name":"Dong Yang","orcid":"https://orcid.org/0009-0004-4500-7414"},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Yang","raw_affiliation_strings":["Beijing Institute of Spacecraft System Engineering, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-4500-7414","affiliations":[{"raw_affiliation_string":"Beijing Institute of Spacecraft System Engineering, Beijing, China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074670449","display_name":"Dawei Shi","orcid":"https://orcid.org/0000-0002-3480-7502"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Shi","raw_affiliation_strings":["MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3480-7502","affiliations":[{"raw_affiliation_string":"MIIT Key Laboratory of Servo Motion System Drive and Control, School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4912,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92720472,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"61","issue":"3","first_page":"7597","last_page":"7609"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9912999868392944,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9408000111579895,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/spacecraft","display_name":"Spacecraft","score":0.6031537055969238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5463640093803406},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5423375964164734},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5409835577011108},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5372509956359863},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5366154909133911},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.5003602504730225},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.41446900367736816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3742143511772156},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.34615635871887207},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3281214237213135},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32749059796333313},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2708367705345154},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.23136451840400696},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.16593784093856812},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16530394554138184},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.13629934191703796},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10592082142829895}],"concepts":[{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.6031537055969238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5463640093803406},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5423375964164734},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5409835577011108},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5372509956359863},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5366154909133911},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.5003602504730225},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.41446900367736816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3742143511772156},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34615635871887207},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3281214237213135},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32749059796333313},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2708367705345154},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.23136451840400696},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.16593784093856812},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16530394554138184},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.13629934191703796},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10592082142829895},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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:10.1109/taes.2025.3540806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2025.3540806","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5199999809265137,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2863259916","display_name":null,"funder_award_id":"62273039","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4956490759","display_name":null,"funder_award_id":"62261160575","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5389009927","display_name":null,"funder_award_id":"62333001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2144352195","https://openalex.org/W2573443283","https://openalex.org/W2595266455","https://openalex.org/W2772728162","https://openalex.org/W2793702125","https://openalex.org/W2796854462","https://openalex.org/W2997478157","https://openalex.org/W3010398094","https://openalex.org/W3016335768","https://openalex.org/W3034942609","https://openalex.org/W3041133507","https://openalex.org/W3046686579","https://openalex.org/W3047949753","https://openalex.org/W3127344709","https://openalex.org/W3163842339","https://openalex.org/W3167826074","https://openalex.org/W3179726623","https://openalex.org/W3180849682","https://openalex.org/W3202295591","https://openalex.org/W4226209220","https://openalex.org/W4229068137","https://openalex.org/W4295934982","https://openalex.org/W4308149931","https://openalex.org/W4310816161","https://openalex.org/W4310895547","https://openalex.org/W4323313123","https://openalex.org/W4362465590","https://openalex.org/W4383751003","https://openalex.org/W4385239656","https://openalex.org/W4390956144","https://openalex.org/W4396613334","https://openalex.org/W4400012774","https://openalex.org/W4400109033","https://openalex.org/W4400579123","https://openalex.org/W4403295431"],"related_works":["https://openalex.org/W2898860390","https://openalex.org/W2118489026","https://openalex.org/W2237025049","https://openalex.org/W2734340365","https://openalex.org/W4386105384","https://openalex.org/W2400737216","https://openalex.org/W4386105441","https://openalex.org/W4377236356","https://openalex.org/W4387655846","https://openalex.org/W2395919370"],"abstract_inverted_index":{"Data":[0],"limitation":[1],"caused":[2],"by":[3,88,97,174,192,200],"the":[4,9,16,26,48,79,85,99,103,107,112,119,132,137,147,150,156,169,185,195],"difficulty":[5],"of":[6,12,18,31,50,146,168],"data":[7,13,82],"acquisition,":[8],"high":[10],"cost":[11],"collection,":[14],"and":[15,46,83,143,149,176,179,194],"changes":[17],"working":[19,55,164],"conditions":[20],"is":[21,64,129,172,190,198],"a":[22,57,69],"serious":[23],"obstacle":[24],"to":[25,74,92,117,131,135,159],"accurate":[27,40],"lithium-ion":[28,42],"battery":[29,43,81],"state":[30],"health":[32],"(SOH)":[33],"estimation":[34,45],"for":[35],"spacecrafts":[36],"system.":[37],"To":[38],"achieve":[39],"few-shot":[41,207],"SOH":[44,142],"enhance":[47],"adaptability":[49,161],"learning":[51],"methods":[52],"across":[53],"varying":[54],"conditions,":[56],"domain":[58,100],"similarity":[59,101],"model":[60,128],"agnostic":[61],"meta-learning":[62,133],"method":[63,73,171,187],"proposed.":[65],"First,":[66],"we":[67],"design":[68],"dynamic\u2013static":[70],"feature":[71],"extraction":[72],"adequately":[75],"exploit":[76],"information":[77],"from":[78],"limited":[80],"link":[84],"obtained":[86],"features":[87],"gray":[89],"correlation":[90],"coefficients":[91],"collect":[93],"sufficient":[94],"information.":[95],"Then,":[96],"calculating":[98],"between":[102,141],"training":[104,113],"tasks":[105,114,152],"through":[106],"maximum":[108],"mean":[109],"discrepancy":[110],"algorithm,":[111],"are":[115,153],"ranked":[116,151],"reduce":[118],"retraining":[120],"time.":[121],"Finally,":[122],"an":[123],"long":[124],"short-term":[125],"memory":[126],"(LSTM)":[127],"added":[130],"framework":[134],"capture":[136],"long-term":[138],"dependency":[139],"relationships":[140],"time":[144],"series":[145],"voltage,":[148],"embedded":[154],"in":[155,162,206],"meta-training":[157],"process":[158],"improve":[160],"different":[163],"conditions.":[165],"The":[166],"effectiveness":[167],"proposed":[170,186],"validated":[173],"NASA":[175],"MIT":[177],"datasets,":[178],"comparative":[180],"experimental":[181],"results":[182],"illustrate":[183],"that":[184],"average":[188],"error":[189],"reduced":[191],"73%,":[193],"running":[196],"speed":[197],"increased":[199],"20%":[201],"compared":[202],"with":[203],"traditional":[204],"MAML":[205],"scenarios.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}