{"id":"https://openalex.org/W2744743951","doi":"https://doi.org/10.1109/icphm.2017.7998313","title":"Machine remaining useful life prediction considering unit-to-unit variability","display_name":"Machine remaining useful life prediction considering unit-to-unit variability","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2744743951","doi":"https://doi.org/10.1109/icphm.2017.7998313","mag":"2744743951"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2017.7998313","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/A5044245613","display_name":"Naipeng Li","orcid":"https://orcid.org/0000-0003-0678-8161"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naipeng Li","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008554873","display_name":"Yaguo Lei","orcid":"https://orcid.org/0000-0002-5167-1459"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaguo Lei","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608162","display_name":"Ningbo Li","orcid":"https://orcid.org/0000-0003-0512-3213"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningbo Li","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100754192","display_name":"Jing Lin","orcid":"https://orcid.org/0000-0002-7670-1482"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Lin","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":63},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"108"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9996,"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":0.9996,"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/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.9917,"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"}},{"id":"https://openalex.org/T10396","display_name":"Fatigue and fracture mechanics","score":0.9879,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/expression","display_name":"Expression (computer science)","score":0.5178721},{"id":"https://openalex.org/keywords/power-system-simulation","display_name":"Power system simulation","score":0.41305608}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.664166},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.5823528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.55005085},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5178721},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.51495486},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.4142001},{"id":"https://openalex.org/C116219307","wikidata":"https://www.wikidata.org/wiki/Q7236625","display_name":"Power system simulation","level":4,"score":0.41305608},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.28038868},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23238361},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20869774},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.08600289},{"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/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2017.7998313","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":[{"score":0.56,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":12,"referenced_works":["https://openalex.org/W2005523062","https://openalex.org/W2019221735","https://openalex.org/W2025488804","https://openalex.org/W2055873761","https://openalex.org/W2067266460","https://openalex.org/W2108898839","https://openalex.org/W2110007571","https://openalex.org/W2126445794","https://openalex.org/W2137297477","https://openalex.org/W2142635246","https://openalex.org/W2463813940","https://openalex.org/W2523377413"],"related_works":["https://openalex.org/W86652014","https://openalex.org/W629290331","https://openalex.org/W617685022","https://openalex.org/W611386996","https://openalex.org/W2392243736","https://openalex.org/W2371343292","https://openalex.org/W2140602680","https://openalex.org/W2049251811","https://openalex.org/W1974955413","https://openalex.org/W1509983653"],"abstract_inverted_index":{"Remaining":[0],"useful":[1],"life":[2],"(RUL)":[3],"prediction":[4,33,59,136,148],"of":[5,34,37,117,129,170,195,212,218,229],"machinery":[6],"plays":[7],"a":[8,69,145,167,225],"significant":[9],"role":[10],"for":[11],"predictive":[12],"maintenance,":[13],"thus":[14],"attracting":[15],"more":[16,18],"and":[17,77,153,173],"attentions":[19],"in":[20,30,41,93,114,133,160],"recent":[21],"years.":[22],"Stochastic":[23],"process":[24,44,156,176],"model-based":[25,45],"methods":[26,46,62],"are":[27,101],"widely":[28],"used":[29],"the":[31,38,42,53,57,74,79,82,94,108,115,118,127,130,134,164,171,188,193,196,201,209,213,219],"RUL":[32,58,135,147],"machinery.":[35],"One":[36],"major":[39,91],"issues":[40],"stochastic":[43,155,175],"is":[47,158,178,184,205,222],"that":[48],"how":[49],"to":[50,103,186,192,208],"deal":[51,140],"with":[52,141],"unit-to-unit":[54,70,131,202],"variability":[55,71,132,203],"during":[56],"process.":[60],"Traditional":[61],"generally":[63],"handle":[64],"this":[65,161],"issue":[66],"by":[67],"introducing":[68],"parameter":[72,80,204],"into":[73],"model":[75,189],"expression":[76,169],"estimate":[78,187],"using":[81,224],"maximum":[83],"likelihood":[84],"estimation":[85],"(MLE)":[86],"algorithm.":[87],"There":[88],"exist":[89],"two":[90,143],"limitations":[92],"traditional":[95],"methods.":[96],"(1)":[97],"The":[98,216],"degradation":[99,120],"processes":[100,137],"assumed":[102],"be":[104],"dependent":[105],"on":[106,151],"only":[107],"age,":[109],"which":[110],"restricts":[111],"their":[112],"implementation":[113],"cases":[116],"state-dependent":[119,154],"processes.":[121],"(2)":[122],"They":[123],"do":[124],"not":[125],"discuss":[126],"influence":[128],"systematically.":[138],"To":[139],"these":[142],"limitations,":[144],"new":[146],"method":[149,221],"based":[150],"age-":[152,172],"models":[157,177],"proposed":[159,165,220],"paper.":[162],"In":[163],"method,":[166],"generalized":[168],"stage-dependent":[174],"generated.":[179],"An":[180],"enhanced":[181],"MLE":[182],"algorithm":[183],"developed":[185],"parameters":[190],"according":[191,207],"measurements":[194,211],"available":[197],"training":[198],"units.":[199],"And":[200],"updated":[206],"real-time":[210],"testing":[214],"unit.":[215],"effectiveness":[217],"demonstrated":[223],"numerical":[226],"simulation":[227],"dataset":[228],"fatigue":[230],"crack-growth.":[231]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2744743951","counts_by_year":[],"updated_date":"2024-12-11T15:58:35.413607","created_date":"2017-08-17"}