{"id":"https://openalex.org/W2030901680","doi":"https://doi.org/10.1109/iecon.2013.6700260","title":"Supercapacitors ageing prediction by neural networks","display_name":"Supercapacitors ageing prediction by neural networks","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2030901680","doi":"https://doi.org/10.1109/iecon.2013.6700260","mag":"2030901680"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2013.6700260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2013.6700260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society","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/A5027337103","display_name":"Abdenour Soualhi","orcid":"https://orcid.org/0000-0001-6687-9140"},"institutions":[{"id":"https://openalex.org/I4210145913","display_name":"Laboratoire Amp\u00e8re","ror":"https://ror.org/04xbczw40","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210145913","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Abdenour Soualhi","raw_affiliation_strings":["Laboratoire Ampere, Villeurbanne","Lab. Ampere, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Ampere, Villeurbanne","institution_ids":["https://openalex.org/I4210145913"]},{"raw_affiliation_string":"Lab. Ampere, Villeurbanne, France","institution_ids":["https://openalex.org/I4210145913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088502101","display_name":"Ali Sar\u0131","orcid":"https://orcid.org/0000-0003-4446-7748"},"institutions":[{"id":"https://openalex.org/I4210145913","display_name":"Laboratoire Amp\u00e8re","ror":"https://ror.org/04xbczw40","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210145913","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ali Sari","raw_affiliation_strings":["Laboratoire Ampere, Villeurbanne","Lab. Ampere, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Ampere, Villeurbanne","institution_ids":["https://openalex.org/I4210145913"]},{"raw_affiliation_string":"Lab. Ampere, Villeurbanne, France","institution_ids":["https://openalex.org/I4210145913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087840767","display_name":"Hubert Razik","orcid":"https://orcid.org/0000-0003-0192-4259"},"institutions":[{"id":"https://openalex.org/I4210145913","display_name":"Laboratoire Amp\u00e8re","ror":"https://ror.org/04xbczw40","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210145913","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hubert Razik","raw_affiliation_strings":["Laboratoire Ampere, Villeurbanne","Lab. Ampere, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Ampere, Villeurbanne","institution_ids":["https://openalex.org/I4210145913"]},{"raw_affiliation_string":"Lab. Ampere, Villeurbanne, France","institution_ids":["https://openalex.org/I4210145913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065649475","display_name":"Pascal Venet","orcid":"https://orcid.org/0000-0002-2235-178X"},"institutions":[{"id":"https://openalex.org/I4210145913","display_name":"Laboratoire Amp\u00e8re","ror":"https://ror.org/04xbczw40","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210145913","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Venet","raw_affiliation_strings":["Laboratoire Ampere, Villeurbanne","Lab. Ampere, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Ampere, Villeurbanne","institution_ids":["https://openalex.org/I4210145913"]},{"raw_affiliation_string":"Lab. Ampere, Villeurbanne, France","institution_ids":["https://openalex.org/I4210145913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107245805","display_name":"Guy Clerc","orcid":"https://orcid.org/0000-0001-7202-056X"},"institutions":[{"id":"https://openalex.org/I4210145913","display_name":"Laboratoire Amp\u00e8re","ror":"https://ror.org/04xbczw40","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210145913","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guy Clerc","raw_affiliation_strings":["Laboratoire Ampere, Villeurbanne","Lab. Ampere, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Ampere, Villeurbanne","institution_ids":["https://openalex.org/I4210145913"]},{"raw_affiliation_string":"Lab. Ampere, Villeurbanne, France","institution_ids":["https://openalex.org/I4210145913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029823195","display_name":"Ronan German","orcid":"https://orcid.org/0000-0003-4615-5625"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210166017","display_name":"Institut de Math\u00e9matiques de Bordeaux","ror":"https://ror.org/05m3r1b84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I15057530","https://openalex.org/I4210141950","https://openalex.org/I4210160189","https://openalex.org/I4210166017"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ronan German","raw_affiliation_strings":["IMS Bordeaux, Talence","IMS Bordeaux, Talence, France"],"affiliations":[{"raw_affiliation_string":"IMS Bordeaux, Talence","institution_ids":["https://openalex.org/I4210166017","https://openalex.org/I15057530","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"IMS Bordeaux, Talence, France","institution_ids":["https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035089633","display_name":"Olivier Briat","orcid":"https://orcid.org/0000-0002-1641-6110"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210166017","display_name":"Institut de Math\u00e9matiques de Bordeaux","ror":"https://ror.org/05m3r1b84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I15057530","https://openalex.org/I4210141950","https://openalex.org/I4210160189","https://openalex.org/I4210166017"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Briat","raw_affiliation_strings":["IMS Bordeaux, Talence","IMS Bordeaux, Talence, France"],"affiliations":[{"raw_affiliation_string":"IMS Bordeaux, Talence","institution_ids":["https://openalex.org/I4210166017","https://openalex.org/I15057530","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"IMS Bordeaux, Talence, France","institution_ids":["https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004317442","display_name":"J.-M. Vinassa","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210166017","display_name":"Institut de Math\u00e9matiques de Bordeaux","ror":"https://ror.org/05m3r1b84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I15057530","https://openalex.org/I4210141950","https://openalex.org/I4210160189","https://openalex.org/I4210166017"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Michel Vinassa","raw_affiliation_strings":["IMS Bordeaux, Talence","IMS Bordeaux, Talence, France"],"affiliations":[{"raw_affiliation_string":"IMS Bordeaux, Talence","institution_ids":["https://openalex.org/I4210166017","https://openalex.org/I15057530","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"IMS Bordeaux, Talence, France","institution_ids":["https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5027337103"],"corresponding_institution_ids":["https://openalex.org/I4210145913"],"apc_list":null,"apc_paid":null,"fwci":0.67196769,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.666523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10179","display_name":"Supercapacitor Materials and Fabrication","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10179","display_name":"Supercapacitor Materials and Fabrication","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9853000044822693,"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/T10409","display_name":"Fuel Cells and Related Materials","score":0.9850999712944031,"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/supercapacitor","display_name":"Supercapacitor","score":0.9061753749847412},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6300534009933472},{"id":"https://openalex.org/keywords/capacitance","display_name":"Capacitance","score":0.604088306427002},{"id":"https://openalex.org/keywords/ageing","display_name":"Ageing","score":0.5517180562019348},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5426362752914429},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5368263125419617},{"id":"https://openalex.org/keywords/equivalent-series-resistance","display_name":"Equivalent series resistance","score":0.49519601464271545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25773587822914124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21544456481933594},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.12675899267196655},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12325796484947205},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.0896783173084259}],"concepts":[{"id":"https://openalex.org/C6585489","wikidata":"https://www.wikidata.org/wiki/Q754523","display_name":"Supercapacitor","level":4,"score":0.9061753749847412},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6300534009933472},{"id":"https://openalex.org/C30066665","wikidata":"https://www.wikidata.org/wiki/Q164399","display_name":"Capacitance","level":3,"score":0.604088306427002},{"id":"https://openalex.org/C500499127","wikidata":"https://www.wikidata.org/wiki/Q332154","display_name":"Ageing","level":2,"score":0.5517180562019348},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5426362752914429},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5368263125419617},{"id":"https://openalex.org/C14485415","wikidata":"https://www.wikidata.org/wiki/Q5384730","display_name":"Equivalent series resistance","level":3,"score":0.49519601464271545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25773587822914124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21544456481933594},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.12675899267196655},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12325796484947205},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.0896783173084259},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iecon.2013.6700260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2013.6700260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00972062v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-00972062","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc. of the 39th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"\\ninfo:eu-repo/semantics/conferenceObject\\n"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W159536870","https://openalex.org/W1987568215","https://openalex.org/W2005942737","https://openalex.org/W2034416552","https://openalex.org/W2043267228","https://openalex.org/W2075362734","https://openalex.org/W2078479231","https://openalex.org/W2080838742","https://openalex.org/W2125147931","https://openalex.org/W2149672874","https://openalex.org/W2482792214","https://openalex.org/W2895674046","https://openalex.org/W3041748628","https://openalex.org/W4293159766","https://openalex.org/W6780268274","https://openalex.org/W6842120797"],"related_works":["https://openalex.org/W2904067906","https://openalex.org/W1660624877","https://openalex.org/W4383498179","https://openalex.org/W3176726462","https://openalex.org/W2883906789","https://openalex.org/W2963294885","https://openalex.org/W2913076229","https://openalex.org/W4379203971","https://openalex.org/W2072449358","https://openalex.org/W2391560502"],"abstract_inverted_index":{"Supercapacitors":[0],"are":[1,66],"devices":[2],"used":[3,67,77],"in":[4,11,41,82],"wide":[5],"range":[6],"of":[7,34,56,88,92,119],"applications,":[8],"for":[9,30,103],"example":[10],"automotive":[12],"applications.":[13],"Therefore,":[14],"it":[15],"is":[16,76,96],"important":[17],"to":[18,68,84],"monitor":[19],"and":[20,61],"track":[21,116],"their":[22],"ageing.":[23],"This":[24],"paper":[25],"presents":[26],"a":[27,79],"new":[28],"approach":[29,95],"predicting":[31],"the":[32,38,44,54,57,62,70,86,93,111,117],"ageing":[33,87,104,118],"supercapacitors":[35],"based":[36],"on":[37],"neo-fuzzy":[39,71,112],"neuron":[40],"association":[42],"with":[43],"one-step":[45],"ahead":[46],"time":[47],"series":[48,59],"prediction.":[49],"Ageing":[50],"information":[51],"collected":[52],"from":[53],"measurement":[55],"equivalent":[58],"resistance":[60],"double":[63],"layer":[64],"capacitance":[65],"train":[69],"neuron.":[72],"The":[73,90,106],"obtained":[74],"model":[75,114],"as":[78],"prognostic":[80],"tool":[81],"order":[83],"forecast":[85],"supercapacitors.":[89,105,120],"performance":[91],"proposed":[94],"evaluated":[97],"by":[98],"using":[99],"an":[100],"experimental":[101,107],"platform":[102],"results":[108],"show":[109],"that":[110],"prediction":[113],"can":[115]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-02-13T15:27:49.765798","created_date":"2025-10-10T00:00:00"}