{"id":"https://openalex.org/W2562463731","doi":"https://doi.org/10.3390/sym9010004","title":"State of Health Estimation of Li-ion Batteries with Regeneration Phenomena: A Similar Rest Time-Based Prognostic Framework","display_name":"State of Health Estimation of Li-ion Batteries with Regeneration Phenomena: A Similar Rest Time-Based Prognostic Framework","publication_year":2016,"publication_date":"2016-12-24","ids":{"openalex":"https://openalex.org/W2562463731","doi":"https://doi.org/10.3390/sym9010004","mag":"2562463731"},"language":"en","primary_location":{"id":"doi:10.3390/sym9010004","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym9010004","pdf_url":"https://www.mdpi.com/2073-8994/9/1/4/pdf?version=1482572153","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/9/1/4/pdf?version=1482572153","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006208980","display_name":"Taichun Qin","orcid":"https://orcid.org/0000-0003-3601-0684"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Taichun Qin","raw_affiliation_strings":["IVHM Centre, Cranfield University, Cranfield MK43 0AL, UK","School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"IVHM Centre, Cranfield University, Cranfield MK43 0AL, UK","institution_ids":["https://openalex.org/I82284825"]},{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059018580","display_name":"Shengkui Zeng","orcid":"https://orcid.org/0000-0002-2857-4626"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengkui Zeng","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China","Science and Technology on Reliability and Environmental Engineering Laboratory, Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Science and Technology on Reliability and Environmental Engineering Laboratory, Beijing 100191, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014662949","display_name":"Jianbin Guo","orcid":"https://orcid.org/0000-0002-7850-4570"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianbin Guo","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China","Science and Technology on Reliability and Environmental Engineering Laboratory, Beijing 100191, China"],"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Science and Technology on Reliability and Environmental Engineering Laboratory, Beijing 100191, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107962707","display_name":"Zakwan Skaf","orcid":"https://orcid.org/0000-0003-0366-2870"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zakwan Skaf","raw_affiliation_strings":["IVHM Centre, Cranfield University, Cranfield MK43 0AL, UK"],"affiliations":[{"raw_affiliation_string":"IVHM Centre, Cranfield University, Cranfield MK43 0AL, UK","institution_ids":["https://openalex.org/I82284825"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014662949"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":2.0976,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.88909643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"1","first_page":"4","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"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":1.0,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10018","display_name":"Advancements in Battery Materials","score":0.9936000108718872,"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/state-of-health","display_name":"State of health","score":0.6900820136070251},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6779189109802246},{"id":"https://openalex.org/keywords/regeneration","display_name":"Regeneration (biology)","score":0.5846748948097229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5801945328712463},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5388502478599548},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5154200792312622},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4552352726459503},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23350608348846436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16101622581481934},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13360008597373962},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08456605672836304},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08446219563484192}],"concepts":[{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.6900820136070251},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6779189109802246},{"id":"https://openalex.org/C171056886","wikidata":"https://www.wikidata.org/wiki/Q193119","display_name":"Regeneration (biology)","level":2,"score":0.5846748948097229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5801945328712463},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5388502478599548},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5154200792312622},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4552352726459503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23350608348846436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16101622581481934},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13360008597373962},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08456605672836304},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08446219563484192},{"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/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/sym9010004","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym9010004","pdf_url":"https://www.mdpi.com/2073-8994/9/1/4/pdf?version=1482572153","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:db0eab2d19c8468b9d71b696441fe9b8","is_oa":true,"landing_page_url":"https://doaj.org/article/db0eab2d19c8468b9d71b696441fe9b8","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 9, Iss 1, p 4 (2016)","raw_type":"article"},{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/11225","is_oa":true,"landing_page_url":"https://dspace.lib.cranfield.ac.uk/handle/1826/11225","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/2073-8994/9/1/4/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym9010004","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry; Volume 9; Issue 1; Pages: 4","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym9010004","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym9010004","pdf_url":"https://www.mdpi.com/2073-8994/9/1/4/pdf?version=1482572153","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4682688827","display_name":null,"funder_award_id":"61304218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7442399941","display_name":null,"funder_award_id":"NSFC: 61304218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2562463731.pdf","grobid_xml":"https://content.openalex.org/works/W2562463731.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W930082539","https://openalex.org/W1052390988","https://openalex.org/W1565490618","https://openalex.org/W1966039250","https://openalex.org/W1972985055","https://openalex.org/W1978654022","https://openalex.org/W1981460882","https://openalex.org/W1984425932","https://openalex.org/W1985140644","https://openalex.org/W1985947740","https://openalex.org/W2012346040","https://openalex.org/W2015922755","https://openalex.org/W2017527403","https://openalex.org/W2019221735","https://openalex.org/W2070111889","https://openalex.org/W2078279667","https://openalex.org/W2079985616","https://openalex.org/W2081749411","https://openalex.org/W2085942406","https://openalex.org/W2088378662","https://openalex.org/W2088924893","https://openalex.org/W2094999625","https://openalex.org/W2109539992","https://openalex.org/W2127342270","https://openalex.org/W2137807189","https://openalex.org/W2143266849","https://openalex.org/W2150111797","https://openalex.org/W2166364692","https://openalex.org/W2167273848","https://openalex.org/W2182412433","https://openalex.org/W2201263372","https://openalex.org/W2208465803","https://openalex.org/W2341663352","https://openalex.org/W2405191498","https://openalex.org/W2543580944","https://openalex.org/W2546416483","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W2991588090","https://openalex.org/W3213052590","https://openalex.org/W2995074223","https://openalex.org/W176011693","https://openalex.org/W2068485218","https://openalex.org/W4376058722","https://openalex.org/W3107320758","https://openalex.org/W4225996487","https://openalex.org/W3034877844","https://openalex.org/W3091635603"],"abstract_inverted_index":{"State":[0],"of":[1,21,47,54,73,88,110,173,189,205],"health":[2],"(SOH)":[3],"prediction":[4,119,129,222],"in":[5,12,100],"Li-ion":[6,190],"batteries":[7,208],"plays":[8],"an":[9,139],"important":[10],"role":[11],"intelligent":[13],"battery":[14,33,50,76,91,113],"management":[15],"systems":[16],"(BMS).":[17],"However,":[18],"the":[19,32,44,48,52,74,89,111,118,126,144,155,166,170,186,197,202,206,216],"existence":[20],"capacity":[22],"regeneration":[23,45,63,67,70,86,108,141,167,175,203],"phenomena":[24,46,64,109,204],"remains":[25],"a":[26,38,55],"great":[27],"challenge":[28],"for":[29,143],"accurately":[30],"predicting":[31],"SOH.":[34],"This":[35],"paper":[36],"proposes":[37],"novel":[39],"prognostic":[40],"framework":[41,179],"to":[42,124,137,153,164],"predict":[43,154,165],"current":[49,75,112],"using":[51,182],"data":[53,97,184],"historical":[56,90,145],"battery.":[57,146],"The":[58,103,177,192],"global":[59,104,156,198],"degradation":[60,105,157,187,199],"trend":[61,106,200],"and":[62,69,107,116,159,169,201],"(characterized":[65],"by":[66],"amplitude":[68,168],"cycle":[71,171],"number)":[72],"are":[77,114,121,162],"extracted":[78],"from":[79,93,185],"its":[80],"raw":[81,95],"SOH":[82,96,128,221],"time":[83],"series.":[84],"Moreover,":[85,213],"information":[87],"derived":[92],"corresponding":[94],"is":[98,135,151,180],"utilized":[99,163],"this":[101,228],"framework.":[102,229],"predicted,":[115],"then":[117],"results":[120,193,223],"integrated":[122],"together":[123],"calculate":[125],"overall":[127],"values.":[130],"Particle":[131],"swarm":[132],"optimization":[133],"(PSO)":[134],"employed":[136],"obtain":[138],"appropriate":[140],"threshold":[142],"Gaussian":[147],"process":[148],"(GP)":[149],"model":[150],"adopted":[152],"trend,":[158],"linear":[160],"models":[161],"number":[172],"each":[174],"region.":[176],"proposed":[178],"validated":[181],"experimental":[183],"tests":[188],"batteries.":[191],"demonstrate":[194],"that":[195],"both":[196],"testing":[207],"can":[209,224],"be":[210,225],"well":[211],"predicted.":[212],"compared":[214],"with":[215],"published":[217],"methods,":[218],"more":[219],"accurate":[220],"obtained":[226],"under":[227]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}