{"id":"https://openalex.org/W7161808154","doi":"https://doi.org/10.1016/j.neucom.2026.134010","title":"An enhanced SOH prediction framework for lithium-ion batteries via CVAE-GRU architecture and projection theorem fusion","display_name":"An enhanced SOH prediction framework for lithium-ion batteries via CVAE-GRU architecture and projection theorem fusion","publication_year":2026,"publication_date":"2026-05-20","ids":{"openalex":"https://openalex.org/W7161808154","doi":"https://doi.org/10.1016/j.neucom.2026.134010"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.134010","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134010","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","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":"https://openalex.org/A5136508889","display_name":"Hengshan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Hengshan Zhang","raw_affiliation_strings":["The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136523274","display_name":"Yueyang Gao","orcid":"https://orcid.org/0009-0003-4485-8025"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Yueyang Gao","raw_affiliation_strings":["The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China"],"raw_orcid":"https://orcid.org/0009-0003-4485-8025","affiliations":[{"raw_affiliation_string":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061298622","display_name":"Jiaze Sun","orcid":"https://orcid.org/0000-0001-6610-8653"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jiaze Sun","raw_affiliation_strings":["The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China"],"raw_orcid":"https://orcid.org/0000-0001-6610-8653","affiliations":[{"raw_affiliation_string":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136609683","display_name":"Yanping Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Yanping Chen","raw_affiliation_strings":["The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136547106","display_name":"Jiahui Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jiahui Zhang","raw_affiliation_strings":["The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103876491","display_name":"Shang Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Shang Zhao","raw_affiliation_strings":["The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"The Shanxi Key Laboratory of Network Data Analysis and Intelligent Processing, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Xi\u2019an Key Laboratory of Big Data and Intelligent Computing, Xi\u2019an, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5136508889"],"corresponding_institution_ids":["https://openalex.org/I4210136859","https://openalex.org/I4210153682"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58934281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"695","issue":null,"first_page":"134010","last_page":"134010"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9230999946594238,"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":0.9230999946594238,"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":0.01119999960064888,"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/T14347","display_name":"Big Data and Digital Economy","score":0.006300000008195639,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5440000295639038},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5333999991416931},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.41280001401901245},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.3856000006198883},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3601999878883362}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313999891281128},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5440000295639038},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5333999991416931},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.41280001401901245},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3856000006198883},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3801000118255615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3801000118255615},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3601999878883362},{"id":"https://openalex.org/C65557600","wikidata":"https://www.wikidata.org/wiki/Q7249451","display_name":"Projection method","level":3,"score":0.29170000553131104},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2549999952316284},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.134010","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134010","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5894614458084106,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2338571850","https://openalex.org/W2924382816","https://openalex.org/W2929005099","https://openalex.org/W2991547212","https://openalex.org/W3010853428","https://openalex.org/W3017186475","https://openalex.org/W3029120371","https://openalex.org/W3092068253","https://openalex.org/W3107320758","https://openalex.org/W3113216760","https://openalex.org/W3118760717","https://openalex.org/W3203436687","https://openalex.org/W4283446421","https://openalex.org/W4285983651","https://openalex.org/W4307990107","https://openalex.org/W4319870032","https://openalex.org/W4320085913","https://openalex.org/W4362465590","https://openalex.org/W4387369476","https://openalex.org/W4387424603","https://openalex.org/W4388562864","https://openalex.org/W4388888499","https://openalex.org/W4388920662","https://openalex.org/W4389486995","https://openalex.org/W4389512212","https://openalex.org/W4390887460","https://openalex.org/W4393114445","https://openalex.org/W4398164319"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-05-21T00:00:00"}
