{"id":"https://openalex.org/W4387421801","doi":"https://doi.org/10.1109/tr.2023.3273617","title":"Optimization of Condition-Based Maintenance With Multiple Times of Component Reallocation Using Markov Decision Process","display_name":"Optimization of Condition-Based Maintenance With Multiple Times of Component Reallocation Using Markov Decision Process","publication_year":2023,"publication_date":"2023-05-19","ids":{"openalex":"https://openalex.org/W4387421801","doi":"https://doi.org/10.1109/tr.2023.3273617"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2023.3273617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3273617","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","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/A5066315491","display_name":"Yaqian Hao","orcid":"https://orcid.org/0000-0002-4348-3140"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaqian Hao","raw_affiliation_strings":["School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671241","display_name":"Xiaoyan Zhu","orcid":"https://orcid.org/0000-0002-1574-8762"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Zhu","raw_affiliation_strings":["School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078941517","display_name":"Way Kuo","orcid":"https://orcid.org/0000-0002-8845-1708"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Way Kuo","raw_affiliation_strings":["Department of Advanced Design and Systems Engineering and the School of Data Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Advanced Design and Systems Engineering and the School of Data Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066315491"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":3.1093,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91339952,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"73","issue":"1","first_page":"131","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9599000215530396,"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/markov-decision-process","display_name":"Markov decision process","score":0.679806113243103},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6687805652618408},{"id":"https://openalex.org/keywords/maintenance-actions","display_name":"Maintenance actions","score":0.5369690656661987},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5365657210350037},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.5341189503669739},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.521051824092865},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.509009838104248},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.48184502124786377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4630909264087677},{"id":"https://openalex.org/keywords/maintenance-engineering","display_name":"Maintenance engineering","score":0.4474331736564636},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.43083077669143677},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.41795411705970764},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41684579849243164},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3909342288970947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3673709034919739},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.36032330989837646},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19467684626579285},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18029728531837463},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11486625671386719},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10658565163612366}],"concepts":[{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.679806113243103},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6687805652618408},{"id":"https://openalex.org/C2778814095","wikidata":"https://www.wikidata.org/wiki/Q6736790","display_name":"Maintenance actions","level":2,"score":0.5369690656661987},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5365657210350037},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5341189503669739},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.521051824092865},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.509009838104248},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.48184502124786377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4630909264087677},{"id":"https://openalex.org/C23725684","wikidata":"https://www.wikidata.org/wiki/Q616377","display_name":"Maintenance engineering","level":2,"score":0.4474331736564636},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.43083077669143677},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.41795411705970764},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41684579849243164},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3909342288970947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3673709034919739},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.36032330989837646},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19467684626579285},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18029728531837463},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11486625671386719},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10658565163612366},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2023.3273617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3273617","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G4476521269","display_name":null,"funder_award_id":"71731008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G538420062","display_name":null,"funder_award_id":"71971206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6660785775","display_name":null,"funder_award_id":"72271226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1964175937","https://openalex.org/W2000732301","https://openalex.org/W2013016201","https://openalex.org/W2045186954","https://openalex.org/W2064889637","https://openalex.org/W2068802302","https://openalex.org/W2252788652","https://openalex.org/W2345926846","https://openalex.org/W2490630380","https://openalex.org/W2491064342","https://openalex.org/W2524273003","https://openalex.org/W2552434828","https://openalex.org/W2613456440","https://openalex.org/W2765241504","https://openalex.org/W2767091268","https://openalex.org/W2898792921","https://openalex.org/W2945689455","https://openalex.org/W2975045438","https://openalex.org/W2981437164","https://openalex.org/W3045476884","https://openalex.org/W3049743399","https://openalex.org/W3129024400","https://openalex.org/W3155400606","https://openalex.org/W3162941524","https://openalex.org/W3173989335","https://openalex.org/W3217799852","https://openalex.org/W4233840023","https://openalex.org/W4249545506","https://openalex.org/W6630838125"],"related_works":["https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532","https://openalex.org/W2076221803","https://openalex.org/W1972171872","https://openalex.org/W2405677519","https://openalex.org/W2024788031","https://openalex.org/W2938392789","https://openalex.org/W2599890269","https://openalex.org/W4214728885"],"abstract_inverted_index":{"Consider":[0],"a":[1,16,45,158],"system":[2,67,74,97,104,126,192,197],"consisting":[3],"of":[4,24,58,66,133,142,148,187],"multistate":[5],"components":[6,25,59],"that":[7,36,99],"perform":[8],"the":[9,19,40,51,63,73,85,93,101,108,112,117,145,149,185,191,204],"same":[10],"function,":[11],"and":[12,62,125,138,157,179,195,199],"each":[13,96],"component":[14,52,121],"occupies":[15],"location":[17],"in":[18,49],"system.":[20],"The":[21],"deterioration":[22],"processes":[23],"differ":[26],"due":[27],"to":[28,60,83],"different":[29],"workloads,":[30],"usage":[31],"rates,":[32],"or":[33],"environmental":[34],"stresses":[35],"are":[37,68,163],"associated":[38],"with":[39,55],"locations.":[41],"This":[42],"article":[43],"proposes":[44],"condition-based":[46,87],"maintenance":[47,89,105,115,193,206],"policy,":[48],"which":[50],"reallocation":[53],"(CR)":[54],"distinct":[56,134],"assignments":[57,135],"locations":[61],"preventive":[64],"replacement":[65],"dynamically":[69],"implemented":[70],"based":[71],"on":[72,111,167,189,203],"state.":[75],"A":[76],"Markov":[77],"decision":[78],"process":[79],"(MDP)":[80],"is":[81],"formulated":[82],"optimize":[84],"proposed":[86],"multi-CR":[88],"policy":[90],"by":[91],"determining":[92],"actions":[94,118,137],"for":[95,114],"state":[98],"minimize":[100],"expected":[102],"long-run":[103],"cost.":[106],"In":[107,128],"current":[109],"studies":[110],"MDP":[113,150],"optimization,":[116],"mainly":[119],"include":[120],"replacement,":[122],"imperfect":[123],"repair,":[124],"replacement.":[127],"this":[129],"article,":[130],"including":[131],"CRs":[132,143,188],"as":[136],"considering":[139],"multiple":[140],"times":[141],"increase":[144],"action":[146],"space":[147],"significantly.":[151],"An":[152],"enumeration-based":[153],"value":[154,160],"iteration":[155,161],"algorithm":[156,162],"genetic-algorithm-based":[159],"proposed.":[164],"Numerical":[165],"experiments":[166],"<inline-formula":[168,173],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[169,174],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[170,175],"notation=\"LaTeX\">$k$</tex-math></inline-formula>":[171],"-out-of-":[172],"notation=\"LaTeX\">$n$</tex-math></inline-formula>":[176],":G":[177],"systems":[178],"Monte":[180],"Carlo":[181],"simulation":[182],"tests":[183],"show":[184],"effectiveness":[186],"reducing":[190],"cost":[194],"extending":[196],"lifetime":[198],"provide":[200],"structural":[201],"insights":[202],"optimal":[205],"policy.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
