{"id":"https://openalex.org/W2889188520","doi":"https://doi.org/10.1109/icphm.2018.8448472","title":"Lead-acid battery maintenance using multilayer perceptron models","display_name":"Lead-acid battery maintenance using multilayer perceptron models","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2889188520","doi":"https://doi.org/10.1109/icphm.2018.8448472","mag":"2889188520"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2018.8448472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5000156602","display_name":"Sergii Voronov","orcid":"https://orcid.org/0000-0002-5437-568X"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Sergii Voronov","raw_affiliation_strings":["Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070530122","display_name":"Erik Frisk","orcid":"https://orcid.org/0000-0001-7349-1937"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Erik Frisk","raw_affiliation_strings":["Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060776395","display_name":"Mattias Krysander","orcid":"https://orcid.org/0000-0003-4965-1077"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mattias Krysander","raw_affiliation_strings":["Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.683,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":5,"citation_normalized_percentile":{"value":0.661742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":79,"max":80},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9941,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9941,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9939,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.86104125},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.61856985},{"id":"https://openalex.org/keywords/maintenance-engineering","display_name":"Maintenance engineering","score":0.43376243}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.86104125},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.73666656},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6350198},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6189977},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.61856985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5743589},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5300918},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.44447294},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43853253},{"id":"https://openalex.org/C23725684","wikidata":"https://www.wikidata.org/wiki/Q616377","display_name":"Maintenance engineering","level":2,"score":0.43376243},{"id":"https://openalex.org/C52121051","wikidata":"https://www.wikidata.org/wiki/Q43193","display_name":"Truck","level":2,"score":0.43159217},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42587593},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35778266},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3204827},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.12449849},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2018.8448472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.41,"id":"https://metadata.un.org/sdg/9"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":18,"referenced_works":["https://openalex.org/W1529808766","https://openalex.org/W2031103657","https://openalex.org/W2039125545","https://openalex.org/W2076750860","https://openalex.org/W2095705004","https://openalex.org/W2136883754","https://openalex.org/W2143534004","https://openalex.org/W2156387975","https://openalex.org/W2182412433","https://openalex.org/W2189429438","https://openalex.org/W2327022120","https://openalex.org/W2797482815","https://openalex.org/W2914484425","https://openalex.org/W301389136","https://openalex.org/W3158046922","https://openalex.org/W4238404964","https://openalex.org/W44024118","https://openalex.org/W571200655"],"related_works":["https://openalex.org/W4321486786","https://openalex.org/W4307290295","https://openalex.org/W3045935064","https://openalex.org/W3006925589","https://openalex.org/W2947125308","https://openalex.org/W2908973203","https://openalex.org/W2586143229","https://openalex.org/W23403803","https://openalex.org/W2063020871","https://openalex.org/W2028839796"],"abstract_inverted_index":{"Predictive":[0],"maintenance":[1,12,101,160],"of":[2,90,136,141,143,152],"components":[3],"has":[4],"the":[5,37,51,55,61,88,91,126,153],"potential":[6],"to":[7,14,60,156],"significantly":[8],"reduce":[9,15],"costs":[10],"for":[11,20,72,117,130],"and":[13,68,104,111,134,139],"unexpected":[16],"failures.":[17],"Failure":[18],"prognostics":[19],"heavy-duty":[21],"truck":[22],"lead-acid":[23],"batteries":[24],"is":[25,85,124],"considered":[26],"with":[27],"a":[28,66,73,76,99,114],"multilayer":[29],"perceptron":[30],"(MLP)":[31],"predictive":[32,105],"model.":[33],"Data":[34],"used":[35],"in":[36],"study":[38],"contains":[39],"information":[40],"about":[41],"how":[42,82],"approximately":[43],"46,000":[44],"vehicles":[45],"have":[46],"been":[47],"operated":[48],"starting":[49],"from":[50],"delivery":[52],"date":[53,56],"until":[54],"when":[57,120],"they":[58],"come":[59],"workshop.":[62,77],"The":[63],"model":[64,116,154],"estimates":[65],"reliability":[67,110,118],"lifetime":[69,112],"probability":[70],"function":[71,119,129],"vehicle":[74],"entering":[75],"First,":[78],"this":[79],"work":[80],"demonstrates":[81],"heterogeneous":[83],"data":[84,138],"handled,":[86],"then":[87],"architectures":[89],"MLP":[92,132],"models":[93],"are":[94,98],"discussed.":[95],"Main":[96],"contributions":[97],"battery":[100],"planning":[102],"method":[103],"performance":[106,142],"evaluation":[107],"based":[108],"on":[109],"functions,":[113],"new":[115],"its":[121],"true":[122],"shape":[123],"unknown,":[125],"improved":[127],"objective":[128],"training":[131],"models,":[133],"handling":[135],"imbalanced":[137],"comparison":[140],"different":[144],"neural":[145],"network":[146],"architectures.":[147],"Evaluation":[148],"shows":[149],"significant":[150],"improvements":[151],"compared":[155],"more":[157],"simple,":[158],"time-based":[159],"plans.":[161]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2889188520","counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2024-12-31T11:10:43.479323","created_date":"2018-09-07"}