{"id":"https://openalex.org/W4380885400","doi":"https://doi.org/10.1145/3575813.3595207","title":"Generalized State of Health Estimation Approach based on Neural Networks for Various Lithium-Ion Battery Chemistries","display_name":"Generalized State of Health Estimation Approach based on Neural Networks for Various Lithium-Ion Battery Chemistries","publication_year":2023,"publication_date":"2023-06-16","ids":{"openalex":"https://openalex.org/W4380885400","doi":"https://doi.org/10.1145/3575813.3595207"},"language":"en","primary_location":{"id":"doi:10.1145/3575813.3595207","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3575813.3595207","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3575813.3595207","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3575813.3595207","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026340847","display_name":"Steffen Bockrath","orcid":"https://orcid.org/0000-0003-4452-532X"},"institutions":[{"id":"https://openalex.org/I4210148684","display_name":"Fraunhofer Institute for Integrated Systems and Device Technology","ror":"https://ror.org/04q5rka56","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210148684","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Bockrath","raw_affiliation_strings":["Fraunhofer Institute for Integrated Systems and Device Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4452-532X","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Systems and Device Technology, Germany","institution_ids":["https://openalex.org/I4210148684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026923870","display_name":"Marco Pruckner","orcid":"https://orcid.org/0009-0000-7241-119X"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Pruckner","raw_affiliation_strings":["University of Wuerzburg, Germany"],"raw_orcid":"https://orcid.org/0009-0000-7241-119X","affiliations":[{"raw_affiliation_string":"University of Wuerzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3028,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78653886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"314","last_page":"323"},"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/T10018","display_name":"Advancements in Battery Materials","score":0.9993000030517578,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9883000254631042,"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/battery","display_name":"Battery (electricity)","score":0.7272248268127441},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.5911030769348145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5460500717163086},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5327078700065613},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.5288931727409363},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.515794038772583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2695944309234619},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.09194302558898926}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.7272248268127441},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.5911030769348145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5460500717163086},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5327078700065613},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.5288931727409363},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.515794038772583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2695944309234619},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.09194302558898926},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":2,"locations":[{"id":"doi:10.1145/3575813.3595207","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3575813.3595207","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3575813.3595207","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/447888","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/447888","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.1145/3575813.3595207","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3575813.3595207","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3575813.3595207","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4640733121","display_name":"Scalable European Powertrain Technology Platform for Cost-Efficient Electric Vehicles to Connect Europe","funder_award_id":"824262","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8983490626","display_name":"LIghtweight Battery System for Extended Range at Improved SafeTY","funder_award_id":"963522","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4380885400.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1628954589","https://openalex.org/W2194775991","https://openalex.org/W2519091744","https://openalex.org/W2550143307","https://openalex.org/W2563343938","https://openalex.org/W2594639291","https://openalex.org/W2760722297","https://openalex.org/W2765982206","https://openalex.org/W2772904049","https://openalex.org/W2792764867","https://openalex.org/W2795079499","https://openalex.org/W2883353308","https://openalex.org/W2898548282","https://openalex.org/W2902761272","https://openalex.org/W2924382816","https://openalex.org/W2924970934","https://openalex.org/W2939821686","https://openalex.org/W2945506889","https://openalex.org/W2948266581","https://openalex.org/W2957056027","https://openalex.org/W3002835034","https://openalex.org/W3009652674","https://openalex.org/W3013252775","https://openalex.org/W3041133507","https://openalex.org/W3042713179","https://openalex.org/W3083565827","https://openalex.org/W3095729178","https://openalex.org/W3118977708","https://openalex.org/W3126452185","https://openalex.org/W3139510216","https://openalex.org/W3159508169","https://openalex.org/W3166628867","https://openalex.org/W3171353223","https://openalex.org/W3179571438","https://openalex.org/W3184968542","https://openalex.org/W3189054971","https://openalex.org/W3199419970","https://openalex.org/W4210360507","https://openalex.org/W4211116959","https://openalex.org/W4224947065","https://openalex.org/W4246541918","https://openalex.org/W4250542689","https://openalex.org/W4285725541","https://openalex.org/W4309774299","https://openalex.org/W7065529291"],"related_works":["https://openalex.org/W2991588090","https://openalex.org/W3213052590","https://openalex.org/W176011693","https://openalex.org/W2068485218","https://openalex.org/W4376058722","https://openalex.org/W3034877844","https://openalex.org/W4225996487","https://openalex.org/W4200404188","https://openalex.org/W2995074223","https://openalex.org/W3201198192"],"abstract_inverted_index":{"The":[0,88,162,191],"aging":[1,37,45,96],"estimation":[2,38,72,203],"of":[3,16,28,46,70,97,130,176,179,197,201],"lithium-ion":[4,17,47,85,98,135],"batteries":[5,18,48,99],"is":[6,49,91,117,166,204],"a":[7,11,39,67,76,159,180,183],"central":[8],"mission":[9],"for":[10,83,132,158],"safe":[12],"and":[13,55,58],"efficient":[14],"handling":[15],"over":[19],"the":[20,26,36,43,59,95,121,128,149,174,198],"whole":[21],"battery":[22,61,86,136,160,189],"lifetime.":[23],"However,":[24],"especially":[25],"absence":[27],"precise":[29],"diagnostic":[30],"measurements":[31],"within":[32],"real-world":[33],"applications":[34],"yields":[35],"complex":[40],"challenge.":[41],"Moreover,":[42],"non-linear":[44],"strongly":[50],"dependent":[51],"on":[52,75],"various":[53],"operating":[54],"environmental":[56],"conditions":[57],"specific":[60],"cell":[62],"chemistry.":[63],"This":[64],"paper":[65],"presents":[66],"generalized":[68,199],"state":[69,129,175,200],"health":[71,131,177,202],"approach":[73],"based":[74],"neural":[77,164],"network":[78,125,165],"that":[79,120],"can":[80,153],"be":[81],"used":[82],"different":[84,134],"chemistries.":[87],"presented":[89],"algorithm":[90],"able":[92],"to":[93,172],"estimate":[94],"by":[100,138],"using":[101,140,168],"information":[102,156],"obtained":[103,150],"from":[104,143],"raw":[105],"sensor":[106],"data":[107],"without":[108],"executing":[109],"further":[110],"preprocessing":[111],"or":[112],"feature":[113],"engineering":[114],"steps.":[115],"It":[116],"firstly":[118],"shown":[119],"developed":[122],"temporal":[123],"convolutional":[124],"accurately":[126],"estimates":[127],"three":[133],"chemistries":[137],"only":[139],"high-level":[141,151],"parameters":[142,152],"partial":[144],"charging":[145],"profiles.":[146],"In":[147],"addition,":[148],"provide":[154],"relevant":[155],"needed":[157],"passport.":[161],"final":[163],"trained":[167],"transfer":[169],"learning":[170],"approaches":[171],"model":[173],"development":[178],"Lithium-Nickel-Cobalt-Aluminum-Oxide":[181],"(NCA),":[182],"Lithium-Nickel-Cobalt-Manganese-Oxide":[184],"(NCM)":[185],"and,":[186],"an":[187],"NCM-NCA":[188],"cell.":[190],"overall":[192],"mean":[193],"absolute":[194],"percentage":[195],"error":[196],"1.43%.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
