{"id":"https://openalex.org/W3011865546","doi":"https://doi.org/10.1109/iccad46983.2019.9037945","title":"Overcoming the Barriers in Diagnostics and Prognostics of the Circular Industrial System by Hidden Markov Model","display_name":"Overcoming the Barriers in Diagnostics and Prognostics of the Circular Industrial System by Hidden Markov Model","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3011865546","doi":"https://doi.org/10.1109/iccad46983.2019.9037945","mag":"3011865546"},"language":"en","primary_location":{"id":"doi:10.1109/iccad46983.2019.9037945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad46983.2019.9037945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Control, Automation and Diagnosis (ICCAD)","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/A5008113219","display_name":"Akash Basia","orcid":"https://orcid.org/0000-0002-6135-8888"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210094718","display_name":"Laboratoire des Sciences pour la Conception, l'Optimisation et la Production","ror":"https://ror.org/00rv5x925","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210094718","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Akash Basia","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210094718","https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049310956","display_name":"Eric Gascard","orcid":"https://orcid.org/0000-0003-4332-0752"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210094718","display_name":"Laboratoire des Sciences pour la Conception, l'Optimisation et la Production","ror":"https://ror.org/00rv5x925","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210094718","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Gascard","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210094718","https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086922654","display_name":"Zineb Simeu-Abazi","orcid":"https://orcid.org/0000-0002-1660-3960"},"institutions":[{"id":"https://openalex.org/I4210094718","display_name":"Laboratoire des Sciences pour la Conception, l'Optimisation et la Production","ror":"https://ror.org/00rv5x925","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210094718","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zineb Simeu-Abazi","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210094718","https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070093393","display_name":"Peggy Zwolinski","orcid":"https://orcid.org/0000-0001-7222-7480"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210094718","display_name":"Laboratoire des Sciences pour la Conception, l'Optimisation et la Production","ror":"https://ror.org/00rv5x925","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210094718","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Peggy Zwolinski","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP*, G-SCOP, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210094718","https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008113219"],"corresponding_institution_ids":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210094718","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":0.1261,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5469936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.996399998664856,"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":0.996399998664856,"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/T12017","display_name":"Recycling and Waste Management Techniques","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9610000252723694,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/prognostics","display_name":"Prognostics","score":0.930573582649231},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.779566764831543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5116015076637268},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4442096948623657},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4133818745613098},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.33734339475631714},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32746729254722595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2964053750038147},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28756675124168396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18733468651771545}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.930573582649231},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.779566764831543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5116015076637268},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4442096948623657},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4133818745613098},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33734339475631714},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32746729254722595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2964053750038147},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28756675124168396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18733468651771545}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccad46983.2019.9037945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad46983.2019.9037945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03118857v1","is_oa":false,"landing_page_url":"https://hal.univ-grenoble-alpes.fr/hal-03118857","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":"ICCAD 2019 - 3rd International Conference on Control, Automation and Diagnosis, Jul 2019, Grenoble, France. ⟨10.1109/ICCAD46983.2019.9037945⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1622878345","https://openalex.org/W1732240353","https://openalex.org/W1993220529","https://openalex.org/W2022357994","https://openalex.org/W2022561873","https://openalex.org/W2055873761","https://openalex.org/W2074124127","https://openalex.org/W2079985616","https://openalex.org/W2125838338","https://openalex.org/W2130085124","https://openalex.org/W2142384583","https://openalex.org/W2216357226","https://openalex.org/W2518304614","https://openalex.org/W2607863109","https://openalex.org/W2742173521","https://openalex.org/W2806116429","https://openalex.org/W2996059456","https://openalex.org/W4249490807","https://openalex.org/W4375905898","https://openalex.org/W6634270078"],"related_works":["https://openalex.org/W2557573737","https://openalex.org/W2383842997","https://openalex.org/W2143585755","https://openalex.org/W2134386692","https://openalex.org/W1510894296","https://openalex.org/W2316449557","https://openalex.org/W2082284720","https://openalex.org/W2084326697","https://openalex.org/W2194396582","https://openalex.org/W2027903142"],"abstract_inverted_index":{"In":[0,48],"this":[1,32],"paper,":[2],"a":[3,60],"novel":[4],"method":[5,108,137],"has":[6,150],"been":[7,151],"proposed":[8],"to":[9,35,66,100,130,153,156],"overcome":[10],"the":[11,43,49,68,76,80,85,113,118,122,127,132,157],"difficulty":[12],"of":[13,45,51,59,70,88,117],"handling":[14],"technical":[15,101],"heterogeneity":[16,102],"and":[17,24,103],"varying":[18,104],"operating":[19,105],"condition,":[20],"while":[21],"designing":[22],"Prognostics":[23],"Health":[25],"Management":[26],"(PHM)":[27],"systems.":[28],"The":[29,107],"motivation":[30],"towards":[31],"work":[33],"is":[34,63,97,110,143],"facilitate":[36],"better":[37],"decision":[38],"making":[39],"on":[40,112,121,139],"re-purposing,":[41,52],"in":[42,72],"context":[44],"Circular":[46],"economy.":[47],"case":[50],"there":[53],"are":[54],"multiple":[55],"second":[56],"life":[57],"applications":[58],"product.":[61],"It":[62],"utterly":[64],"important":[65],"know":[67],"state":[69,87],"health":[71,86],"prior":[73],"for":[74],"sorting":[75],"product":[77],"efficiently":[78],"into":[79],"above-said":[81],"applications.":[82],"However,":[83],"estimating":[84],"products":[89],"with":[90],"complex":[91],"degradation":[92],"mechanism,":[93],"particularly":[94],"electronic":[95],"devices,":[96],"difficult,":[98],"due":[99],"conditions.":[106],"proposed,":[109],"based":[111,138,147],"black":[114],"box":[115],"modeling":[116],"system,":[119],"relying":[120],"real-time":[123],"data":[124],"acquired":[125],"through":[126],"sensors":[128],"installed":[129],"monitor":[131],"component.":[133],"A":[134,145],"data-driven":[135],"stochastic":[136],"hidden":[140],"Markov":[141],"model":[142,148],"proposed.":[144],"region":[146],"database":[149],"created":[152],"provide":[154],"versatility":[155],"overall":[158],"system.":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}