{"id":"https://openalex.org/W4399258583","doi":"https://doi.org/10.1007/978-3-031-61069-1_9","title":"Towards Sustainable Power Systems: Exploring the\u00a0Opportunities of\u00a0Multi-task Learning for\u00a0Battery Degradation Forecasting","display_name":"Towards Sustainable Power Systems: Exploring the\u00a0Opportunities of\u00a0Multi-task Learning for\u00a0Battery Degradation Forecasting","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399258583","doi":"https://doi.org/10.1007/978-3-031-61069-1_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-61069-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61069-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04948677","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103208635","display_name":"Emilie Gr\u00e9goire","orcid":"https://orcid.org/0000-0003-0418-3871"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Emilie Gr\u00e9goire","raw_affiliation_strings":["Data Analytics Laboratory, Vrije Universiteit Brussel, Ixelles, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-0418-3871","affiliations":[{"raw_affiliation_string":"Data Analytics Laboratory, Vrije Universiteit Brussel, Ixelles, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078236585","display_name":"Sam Verboven","orcid":"https://orcid.org/0000-0002-1742-5561"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Sam Verboven","raw_affiliation_strings":["Data Analytics Laboratory, Vrije Universiteit Brussel, Ixelles, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-1742-5561","affiliations":[{"raw_affiliation_string":"Data Analytics Laboratory, Vrije Universiteit Brussel, Ixelles, Belgium","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103208635"],"corresponding_institution_ids":["https://openalex.org/I13469542"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11181063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"133"},"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9980000257492065,"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/T10018","display_name":"Advancements in Battery Materials","score":0.9955000281333923,"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/battery","display_name":"Battery (electricity)","score":0.8004995584487915},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6452159881591797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6049157381057739},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.5987672805786133},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5246543884277344},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.4971807301044464},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.4717465341091156},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4709666073322296},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.43672502040863037},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.42557424306869507},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.42290422320365906},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.40686658024787903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32187098264694214},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.32070767879486084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28640660643577576},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.18313348293304443},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14905983209609985},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08455920219421387}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.8004995584487915},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6452159881591797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6049157381057739},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.5987672805786133},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5246543884277344},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.4971807301044464},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.4717465341091156},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4709666073322296},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.43672502040863037},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.42557424306869507},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.42290422320365906},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.40686658024787903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32187098264694214},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.32070767879486084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28640660643577576},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.18313348293304443},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14905983209609985},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08455920219421387},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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":4,"locations":[{"id":"doi:10.1007/978-3-031-61069-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61069-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04948677v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04948677","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"10th IFIP International Workshop on Artificial Intelligence for Knowledge Management (AI4KMES), Sep 2023, Krakow, Poland. pp.116-133, &#x27E8;10.1007/978-3-031-61069-1_9&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:177648","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/towards-sustainable-power-systems-exploring-the-opportunities-of-multitask-learning-for-battery-degradation-forecasting(5fb25fd2-3cb4-487f-b9ad-c05de5408e96).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"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":"article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:235912","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"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":"article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04948677v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04948677","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"10th IFIP International Workshop on Artificial Intelligence for Knowledge Management (AI4KMES), Sep 2023, Krakow, Poland. pp.116-133, &#x27E8;10.1007/978-3-031-61069-1_9&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1628954589","https://openalex.org/W1985013794","https://openalex.org/W2008426812","https://openalex.org/W2083838236","https://openalex.org/W2117130368","https://openalex.org/W2157331557","https://openalex.org/W2885948040","https://openalex.org/W2922306207","https://openalex.org/W2939094660","https://openalex.org/W2963677766","https://openalex.org/W2964089273","https://openalex.org/W2965024236","https://openalex.org/W2967686386","https://openalex.org/W2975043431","https://openalex.org/W2992785100","https://openalex.org/W2998840182","https://openalex.org/W3048097465","https://openalex.org/W3049495830","https://openalex.org/W3081310128","https://openalex.org/W3085046840","https://openalex.org/W3090469165","https://openalex.org/W3121464064","https://openalex.org/W3122696643","https://openalex.org/W3128027446","https://openalex.org/W3131138889","https://openalex.org/W3135148600","https://openalex.org/W3135698256","https://openalex.org/W3138581309","https://openalex.org/W3215804120","https://openalex.org/W3216292476","https://openalex.org/W4200453228","https://openalex.org/W4206330483","https://openalex.org/W4224267570","https://openalex.org/W4229335175","https://openalex.org/W4280517269","https://openalex.org/W4283692061","https://openalex.org/W4304142063","https://openalex.org/W4313246886","https://openalex.org/W4361009225","https://openalex.org/W4385215070","https://openalex.org/W4386075489","https://openalex.org/W4392467887","https://openalex.org/W6609703661"],"related_works":["https://openalex.org/W2995074223","https://openalex.org/W2357719166","https://openalex.org/W4224246090","https://openalex.org/W3165173190","https://openalex.org/W2080384327","https://openalex.org/W2159458361","https://openalex.org/W3161330592","https://openalex.org/W2274723115","https://openalex.org/W3201198192","https://openalex.org/W3089487084"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-02T14:50:37.381335","created_date":"2025-10-10T00:00:00"}
