{"id":"https://openalex.org/W4405272157","doi":"https://doi.org/10.1109/icceic64099.2024.10775326","title":"Inconsistency Evaluation of Lithium-ion Batteries Based on Ledoit-Wolf Covariance Estimation and Mahalanobis Distance","display_name":"Inconsistency Evaluation of Lithium-ion Batteries Based on Ledoit-Wolf Covariance Estimation and Mahalanobis Distance","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4405272157","doi":"https://doi.org/10.1109/icceic64099.2024.10775326"},"language":"en","primary_location":{"id":"doi:10.1109/icceic64099.2024.10775326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic64099.2024.10775326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","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/A5111182164","display_name":"Yuanjie Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanjie Zhu","raw_affiliation_strings":["School of Engineering, Huzhou University,Huzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Huzhou University,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019072733","display_name":"Zuxin Li","orcid":"https://orcid.org/0000-0002-5816-9728"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuxin Li","raw_affiliation_strings":["School of Intelligent Manufacturing, Huzhou College,Huzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing, Huzhou College,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080260853","display_name":"Weidong Song","orcid":"https://orcid.org/0000-0001-6362-6607"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Song","raw_affiliation_strings":["School of Engineering, Huzhou University,Huzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Huzhou University,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102839919","display_name":"Taotao Zhao","orcid":"https://orcid.org/0000-0002-6985-558X"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taotao Zhao","raw_affiliation_strings":["School of Engineering, Huzhou University,Huzhou,China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Huzhou University,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111182164"],"corresponding_institution_ids":["https://openalex.org/I3018263800"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20870452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"148","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.6488000154495239,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.6488000154495239,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.6442999839782715,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.6050000190734863,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mahalanobis-distance","display_name":"Mahalanobis distance","score":0.9396088123321533},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.6944953203201294},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5058915019035339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4560343027114868},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.45080795884132385},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.35523146390914917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3369625210762024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2926565110683441},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20220309495925903},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0712447464466095}],"concepts":[{"id":"https://openalex.org/C1921717","wikidata":"https://www.wikidata.org/wiki/Q1334846","display_name":"Mahalanobis distance","level":2,"score":0.9396088123321533},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.6944953203201294},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5058915019035339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4560343027114868},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.45080795884132385},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.35523146390914917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3369625210762024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2926565110683441},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20220309495925903},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0712447464466095},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icceic64099.2024.10775326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic64099.2024.10775326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2568828645","https://openalex.org/W2787934348","https://openalex.org/W2908513588","https://openalex.org/W2924382816","https://openalex.org/W3089294463","https://openalex.org/W4205297076","https://openalex.org/W4282963785","https://openalex.org/W4315606417","https://openalex.org/W4321792124","https://openalex.org/W4390597896"],"related_works":["https://openalex.org/W4382795578","https://openalex.org/W2355463328","https://openalex.org/W2402648945","https://openalex.org/W1431147547","https://openalex.org/W2055761197","https://openalex.org/W939486154","https://openalex.org/W2053213469","https://openalex.org/W2057608111","https://openalex.org/W2793032185","https://openalex.org/W2262622710"],"abstract_inverted_index":{"Inconsistencies":[0],"among":[1],"lithium-ion":[2,91],"batteries":[3],"can":[4],"significantly":[5],"affect":[6],"the":[7,34,72,86],"performance":[8,30],"and":[9,18,32,39,80,88],"lifespan":[10],"of":[11,36,90],"battery":[12],"packs.":[13],"Variations":[14],"in":[15,67,77],"manufacturing":[16],"processes":[17],"operating":[19],"conditions":[20],"may":[21],"lead":[22],"to":[23],"differences":[24],"across":[25],"various":[26],"parameters,":[27],"causing":[28],"overall":[29],"degradation":[31],"increasing":[33],"risks":[35],"overcharging,":[37],"over-discharging,":[38],"thermal":[40],"runaway.":[41],"To":[42],"address":[43],"these":[44,70],"inconsistencies,":[45],"this":[46],"study":[47],"introduces":[48],"an":[49,63],"analytical":[50],"method":[51,73],"based":[52],"on":[53],"Mahalanobis":[54],"distance,":[55],"enhanced":[56],"with":[57,69],"Ledoit-Wolf":[58],"covariance":[59],"estimation.":[60],"By":[61],"utilizing":[62],"adaptive":[64],"sliding":[65],"window":[66],"combination":[68],"techniques,":[71],"effectively":[74],"evaluates":[75],"variations":[76],"internal":[78],"resistance":[79],"identifies":[81],"inconsistent":[82],"cells,":[83],"thereby":[84],"improving":[85],"safety":[87],"reliability":[89],"batteries.":[92]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
