{"id":"https://openalex.org/W2061057166","doi":"https://doi.org/10.1080/00207720500139930","title":"Forecasting warranty performance in the presence of the \u2018maturing data\u2019 phenomenon","display_name":"Forecasting warranty performance in the presence of the \u2018maturing data\u2019 phenomenon","publication_year":2005,"publication_date":"2005-06-10","ids":{"openalex":"https://openalex.org/W2061057166","doi":"https://doi.org/10.1080/00207720500139930","mag":"2061057166"},"language":"en","primary_location":{"id":"doi:10.1080/00207720500139930","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720500139930","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","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/A5078263664","display_name":"Bharatendra Rai","orcid":"https://orcid.org/0000-0003-4229-0109"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Rai","raw_affiliation_strings":["Wayne State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wayne State University","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107878008","display_name":"N. Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N. Singh *","raw_affiliation_strings":["Wayne State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wayne State University","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I185443292"],"apc_list":null,"apc_paid":null,"fwci":3.0558,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91230061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"36","issue":"7","first_page":"381","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9830999970436096,"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":0.9830999970436096,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9556999802589417,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T12368","display_name":"Grey System Theory Applications","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/warranty","display_name":"Warranty","score":0.9796808362007141},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.671756386756897},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5942003726959229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5843978524208069},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5403433442115784},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5290958881378174},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4381340742111206},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42815494537353516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3092324733734131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23530513048171997}],"concepts":[{"id":"https://openalex.org/C2779056723","wikidata":"https://www.wikidata.org/wiki/Q329717","display_name":"Warranty","level":2,"score":0.9796808362007141},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.671756386756897},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5942003726959229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5843978524208069},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5403433442115784},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5290958881378174},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4381340742111206},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42815494537353516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3092324733734131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23530513048171997},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207720500139930","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720500139930","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W192340336","https://openalex.org/W361712532","https://openalex.org/W626400734","https://openalex.org/W1839648266","https://openalex.org/W1969973320","https://openalex.org/W1980462675","https://openalex.org/W1988146751","https://openalex.org/W2006465934","https://openalex.org/W2011688634","https://openalex.org/W2011926415","https://openalex.org/W2026024271","https://openalex.org/W2026905639","https://openalex.org/W2031795735","https://openalex.org/W2031852278","https://openalex.org/W2038128936","https://openalex.org/W2057199658","https://openalex.org/W2088023283","https://openalex.org/W2133318605","https://openalex.org/W2171277043","https://openalex.org/W4231987767"],"related_works":["https://openalex.org/W2033512842","https://openalex.org/W4322734194","https://openalex.org/W3005535424","https://openalex.org/W4233600955","https://openalex.org/W2913665393","https://openalex.org/W2369695847","https://openalex.org/W2994319598","https://openalex.org/W2047067935","https://openalex.org/W1607054433","https://openalex.org/W2110842462"],"abstract_inverted_index":{"Abstract":[0],"Forecasting":[1],"of":[2,21,104,114,140,151,271,297,309,316,329,335,350,390],"warranty":[3,13,28,48,72,99,146,161,220],"performance":[4,29,49,100,147],"helps":[5],"car":[6],"engineers":[7],"to":[8,55,79,96,144],"fine-tune":[9],"their":[10],"strategies":[11],"for":[12,70,84,286,341,358],"cost":[14],"reduction.":[15],"The":[16],"forecasting":[17,61,71,230],"process":[18,224],"involves":[19],"prediction":[20],"not":[22],"only":[23],"the":[24,41,74,85,102,105,138,149,152,181,248,266,314,330,333,388],"specific":[25,52],"months-in-service":[26],"(MIS)":[27],"at":[30,51,202,265,332,354],"a":[31,47,92,111,178,188,240,276,295,305,400],"certain":[32],"future":[33,37],"time,":[34],"but":[35],"also":[36,263],"MIS":[38,53],"values.":[39],"However,":[40],"'maturing":[42,106,153],"data'":[43,107,154],"phenomenon":[44],"that":[45],"causes":[46],"measure":[50],"values":[54],"change":[56],"with":[57],"time":[58],"make":[59],"such":[60],"challenging.":[62],"Although":[63],"dynamic":[64],"linear":[65],"models":[66],"have":[67],"been":[68,78],"used":[69],"performance,":[73],"focus":[75],"mainly":[76],"has":[77,187,239,362],"utilize":[80],"previous-model-year":[81],"vehicle":[82],"data":[83,159],"analysis.":[86],"In":[87],"this":[88],"paper,":[89],"we":[90],"apply":[91],"neural":[93,115,142,234],"network":[94],"model":[95],"forecast":[97,145],"year-end":[98],"in":[101,148,190,242,256,313,370,387,399],"presence":[103,150],"phenomenon.":[108,155],"We":[109],"use":[110],"special":[112],"type":[113],"network,":[116],"viz.":[117],"radial":[118],"basis":[119,163],"function":[120],"(RBF),":[121],"and":[122,129,198,208,223,229,236,245,253,279,283,300,307,318,327,338,376,395],"optimize":[123],"its":[124],"parameters":[125],"by":[126],"minimizing":[127],"training":[128,284],"testing":[130],"errors":[131],"through":[132,226],"planned":[133],"experimentation.":[134],"This":[135,171],"application":[136],"shows":[137],"effectiveness":[139],"RBF":[141],"networks":[143,235],"Keywords:":[156],"Warranty":[157],"performanceMaturing":[158],"or":[160],"growthRadial":[162],"functionNormalized":[164],"root":[165],"mean":[166],"square":[167],"errorSignal-to-noise":[168],"ratio":[169],"Acknowledgement":[170],"research":[172,212],"is":[173,199,294,304,384],"being":[174],"partially":[175],"funded":[176],"from":[177,180,193,218,247,258],"grant":[179],"Ford":[182,203],"Motor":[183,204],"Company.":[184],"Bharatendta":[185],"Rai":[186],"Ph.D.":[189],"Industrial":[191,317],"Engineering":[192,320,394,402],"Wayne":[194],"State":[195],"University,":[196],"Detroit":[197],"currently":[200],"working":[201,386],"Company":[205],"as":[206,275],"quality":[207],"reliability":[209,216],"engineer.":[210],"His":[211],"interests":[213],"include":[214],"field":[215],"studies":[217],"automobile":[219],"datasets,":[221],"product":[222],"improvements":[225],"robust":[227],"design":[228],"applications":[231],"using":[232],"artificial":[233],"wavelets.":[237],"He":[238,262,293,324,361],"master's":[241,255],"quality,":[243],"reliability,":[244],"OR":[246],"Indian":[249,272],"Statistical":[250,267,273],"Institute":[251,274],"(India)":[252,357],"another":[254],"statistics":[257],"Meerut":[259],"University":[260,334,349],"(India).":[261],"worked":[264],"Quality":[268],"Control":[269],"division":[270],"SQC":[277],"specialist":[278],"carried":[280],"out":[281],"consulting":[282],"assignments":[285],"various":[287,371],"industries":[288],"across":[289],"India":[290],"during":[291],"1993\u20132000.":[292],"member":[296],"ASQ,":[298],"INFORMS,":[299],"IIE.":[301],"Nanua":[302],"Singh":[303,383],"professor":[306,326],"Director":[308],"Product":[310,397],"Development":[311],"Laboratory":[312],"Department":[315,331],"Manufacturing":[319],"since":[321],"January":[322],"1993.":[323],"was":[325],"Head":[328],"Windsor,":[336],"Canada":[337],"taught":[339,353],"there":[340],"six":[342],"years":[343],"till":[344],"December":[345],"1992.":[346],"Before":[347],"joining":[348],"Windsor":[351],"he":[352],"IIT":[355],"Delhi":[356],"seven":[359],"years.":[360],"written":[363],"three":[364],"books,":[365],"over":[366,377],"70":[367],"journal":[368],"papers":[369],"journals":[372],"including":[373],"IIE":[374],"Transactions":[375],"50":[378],"conference":[379],"proceeding":[380],"papers.":[381],"Dr.":[382],"presently":[385],"areas":[389],"Robust":[391],"Engineering,":[392],"Concurrent":[393],"Smart":[396],"Modeling":[398],"Knowledge-based":[401],"environment.":[403]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
