{"id":"https://openalex.org/W4387449035","doi":"https://doi.org/10.1109/tr.2023.3319497","title":"Degradation Modeling and RUL Prediction in Dynamic Environments Using a Wiener Process With an Autoregressive Rate","display_name":"Degradation Modeling and RUL Prediction in Dynamic Environments Using a Wiener Process With an Autoregressive Rate","publication_year":2023,"publication_date":"2023-10-09","ids":{"openalex":"https://openalex.org/W4387449035","doi":"https://doi.org/10.1109/tr.2023.3319497"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2023.3319497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3319497","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/A5103241311","display_name":"Zhijie Wang","orcid":"https://orcid.org/0000-0002-6475-718X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhijie Wang","raw_affiliation_strings":["School of Management, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041608015","display_name":"Qingqing Zhai","orcid":"https://orcid.org/0000-0001-6549-6906"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqing Zhai","raw_affiliation_strings":["School of Management, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084746817","display_name":"Lijuan Shen","orcid":"https://orcid.org/0000-0002-3906-4250"},"institutions":[{"id":"https://openalex.org/I4210103465","display_name":"Deutsche Telekom (Singapore)","ror":"https://ror.org/019xzz882","country_code":"SG","type":"company","lineage":["https://openalex.org/I4210093367","https://openalex.org/I4210103465"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lijuan Shen","raw_affiliation_strings":["Future Resilient Systems at Singapore-ETH Centre, Singapore"],"affiliations":[{"raw_affiliation_string":"Future Resilient Systems at Singapore-ETH Centre, Singapore","institution_ids":["https://openalex.org/I4210103465"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103241311"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":3.8437,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93551609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"73","issue":"2","first_page":"912","last_page":"921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9926000237464905,"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/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.8258429169654846},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.7369450330734253},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.6610387563705444},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.637763261795044},{"id":"https://openalex.org/keywords/wiener-process","display_name":"Wiener process","score":0.6305333971977234},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.5371251106262207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5134645104408264},{"id":"https://openalex.org/keywords/autoregressive\u2013moving-average-model","display_name":"Autoregressive\u2013moving-average model","score":0.48564353585243225},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.4307592213153839},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.422479510307312},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3736412525177002},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32854291796684265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3092432916164398},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30645227432250977},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.17859169840812683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12428238987922668}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.8258429169654846},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.7369450330734253},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.6610387563705444},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.637763261795044},{"id":"https://openalex.org/C60391097","wikidata":"https://www.wikidata.org/wiki/Q1056809","display_name":"Wiener process","level":2,"score":0.6305333971977234},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.5371251106262207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5134645104408264},{"id":"https://openalex.org/C74883015","wikidata":"https://www.wikidata.org/wiki/Q290467","display_name":"Autoregressive\u2013moving-average model","level":3,"score":0.48564353585243225},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.4307592213153839},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.422479510307312},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3736412525177002},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32854291796684265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3092432916164398},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30645227432250977},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.17859169840812683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12428238987922668},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2023.3319497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3319497","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":[{"score":0.5,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"},{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G5294378151","display_name":null,"funder_award_id":"71901138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5594300026","display_name":null,"funder_award_id":"72271154","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"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1585926113","https://openalex.org/W1969150846","https://openalex.org/W1985780394","https://openalex.org/W2007095112","https://openalex.org/W2025488804","https://openalex.org/W2059652758","https://openalex.org/W2061659083","https://openalex.org/W2078095746","https://openalex.org/W2087879465","https://openalex.org/W2110007571","https://openalex.org/W2331378218","https://openalex.org/W2547767416","https://openalex.org/W2599868532","https://openalex.org/W2735544324","https://openalex.org/W2748139037","https://openalex.org/W2752760815","https://openalex.org/W2756837310","https://openalex.org/W2789514784","https://openalex.org/W2798170600","https://openalex.org/W2811037592","https://openalex.org/W2866389524","https://openalex.org/W2887597614","https://openalex.org/W2905233554","https://openalex.org/W2906262533","https://openalex.org/W2924907380","https://openalex.org/W2971172582","https://openalex.org/W2997167814","https://openalex.org/W3044641766","https://openalex.org/W3081642530","https://openalex.org/W3107327289","https://openalex.org/W3110954643","https://openalex.org/W3127722381","https://openalex.org/W3132180333","https://openalex.org/W3136300763","https://openalex.org/W3155011899","https://openalex.org/W3186402814","https://openalex.org/W3196193092","https://openalex.org/W3199473982","https://openalex.org/W4221110921","https://openalex.org/W4239218596","https://openalex.org/W4285309032","https://openalex.org/W4291017158","https://openalex.org/W4299370734","https://openalex.org/W4311243462"],"related_works":["https://openalex.org/W3135881084","https://openalex.org/W2380590035","https://openalex.org/W3034924094","https://openalex.org/W3094954546","https://openalex.org/W2351712633","https://openalex.org/W1488708774","https://openalex.org/W3148860060","https://openalex.org/W1951499879","https://openalex.org/W3115491726","https://openalex.org/W3190289737"],"abstract_inverted_index":{"Since":[0],"the":[1,7,30,35,38,48,72,79,92,97,102,113,138,144,151,160,165],"degradation":[2,19,32,57,67,81,104,114,171],"process":[3,58,108],"is":[4,44,109],"dependent":[5],"on":[6,101],"environmental":[8,39,98],"stresses,":[9],"degrading":[10],"products":[11],"operating":[12],"under":[13,59],"dynamic":[14],"environments":[15],"can":[16,90],"have":[17,64],"time-varying":[18,31],"rates.":[20],"Existing":[21],"studies":[22],"generally":[23],"exploit":[24],"a":[25,60,65,106,155],"random":[26,42,73],"walk":[27,43],"to":[28,77,111,121,130],"model":[29,78,112,127,153,167],"rate,":[33,105],"considering":[34],"randomness":[36,93],"of":[37,71,96,126,164],"effects.":[40,99],"The":[41,56,87],"not":[45],"stationary,":[46],"while":[47],"real":[49,170],"environments,":[50],"although":[51],"dynamic,":[52],"are":[53],"often":[54],"stationary.":[55],"stationary":[61,66],"environment":[62],"would":[63],"rate.":[68],"Therefore,":[69],"instead":[70],"walk,":[74],"we":[75,136],"propose":[76],"stochastic":[80],"rate":[82,89],"by":[83,154,168],"an":[84,118],"autoregressive":[85,88,103],"model.":[86],"accommodate":[91],"and":[94,158,162],"stationarity":[95],"Conditional":[100],"Wiener":[107],"used":[110],"process.":[115],"We":[116,149],"develop":[117],"Expectation-Maximization":[119],"algorithm":[120],"perform":[122],"maximum":[123],"likelihood":[124],"estimation":[125],"parameters.":[128],"Moreover,":[129],"facilitate":[131],"remaining":[132,145],"useful":[133,146],"life":[134,147],"prediction,":[135],"derive":[137],"explicit":[139],"probability":[140],"density":[141],"function":[142],"for":[143],"(RUL).":[148],"validate":[150],"proposed":[152,166],"simulation":[156],"study":[157],"justify":[159],"applicability":[161],"performance":[163],"two":[169],"datasets.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
