{"id":"https://openalex.org/W3004332010","doi":"https://doi.org/10.1109/indin41052.2019.8972108","title":"Hard Disk Drives Failure Detection Using A Dynamic Tracking Method","display_name":"Hard Disk Drives Failure Detection Using A Dynamic Tracking Method","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3004332010","doi":"https://doi.org/10.1109/indin41052.2019.8972108","mag":"3004332010"},"language":"en","primary_location":{"id":"doi:10.1109/indin41052.2019.8972108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin41052.2019.8972108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-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/A5100626680","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0002-8344-1586"},"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":true,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,State Key Laboratory for Manufacturing and Systems Engineering,Xi&#x2019;an,China","State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,State Key Laboratory for Manufacturing and Systems Engineering,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101915476","display_name":"Shan Jiang","orcid":"https://orcid.org/0000-0001-7392-1247"},"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":"Shan Jiang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,State Key Laboratory for Manufacturing and Systems Engineering,Xi&#x2019;an,China","State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,State Key Laboratory for Manufacturing and Systems Engineering,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101541123","display_name":"Long He","orcid":"https://orcid.org/0000-0002-0861-2672"},"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":"Long He","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,State Key Laboratory for Manufacturing and Systems Engineering,Xi&#x2019;an,China","State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,State Key Laboratory for Manufacturing and Systems Engineering,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing and Systems Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037754779","display_name":"Yizhen Peng","orcid":"https://orcid.org/0000-0002-4385-6779"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhen Peng","raw_affiliation_strings":["Chongqing University,College of Mechanical Engineering,Chongqing,China","College of Mechanical Engineering, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University,College of Mechanical Engineering,Chongqing,China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Mechanical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050716572","display_name":"Tommy W. S. Chow","orcid":"https://orcid.org/0000-0001-7051-0434"},"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":"Tommy WS Chow","raw_affiliation_strings":["City University of Hong Kong,Department of Electronic Engineering,Hong Kong,China","Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,Department of Electronic Engineering,Hong Kong,China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100626680"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.9285,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78957919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2019","issue":null,"first_page":"1473","last_page":"1477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10472","display_name":"Semiconductor materials and devices","score":0.9527000188827515,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.6671328544616699},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.547049880027771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671328544616699},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.547049880027771},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/indin41052.2019.8972108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin41052.2019.8972108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},{"id":"mag:3192383990","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002231266021284","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W94959834","https://openalex.org/W1530427892","https://openalex.org/W1832917778","https://openalex.org/W1965751562","https://openalex.org/W2018559282","https://openalex.org/W2052643920","https://openalex.org/W2066543732","https://openalex.org/W2069106232","https://openalex.org/W2114739461","https://openalex.org/W2119381450","https://openalex.org/W2123883612","https://openalex.org/W2319441181","https://openalex.org/W2539350255","https://openalex.org/W2792286928","https://openalex.org/W4285719527","https://openalex.org/W6603837692","https://openalex.org/W6631825601","https://openalex.org/W6729258410","https://openalex.org/W6749667008"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2766271392","https://openalex.org/W2350741829","https://openalex.org/W3004735627"],"abstract_inverted_index":{"Hard":[0],"disk":[1],"drives":[2],"(HDDs)":[3],"are":[4,108,161],"the":[5,67,103,135,139,142,150,172,175],"core":[6],"components":[7],"of":[8,16,69,73,138,153,158,174],"data":[9,21,40,167],"center":[10],"in":[11,43,164],"IT":[12],"companies.":[13],"A":[14],"breakdown":[15],"HDD":[17,58,87,154],"may":[18],"cause":[19],"horrible":[20],"loss":[22,36],"and":[23,37,63,106],"great":[24],"economic":[25],"loss.":[26],"Therefore,":[27],"failure":[28,88,144],"prediction":[29,46,89,152],"for":[30,86],"HDDs":[31],"is":[32,59,122,146],"significant":[33],"to":[34,54,148],"avoid":[35],"make":[38],"a":[39,51,57,82,92,118,165],"backup":[41],"plan":[42],"advance.":[44],"Existing":[45],"methods":[47,65],"always":[48],"focus":[49],"on":[50,91,128,134],"fixed":[52],"threshold":[53,145],"distinguish":[55],"whether":[56],"healthy":[60],"or":[61],"not,":[62],"these":[64,77],"neglect":[66],"problem":[68],"multi-stage":[70],"degradation":[71],"phenomenon":[72],"HDDs.":[74],"To":[75,114],"solve":[76],"problems,":[78],"this":[79],"paper":[80],"proposes":[81],"dynamic":[83,143],"tracking":[84,140],"method":[85,160],"based":[90,127,133],"switchable":[93],"state":[94],"stochastic":[95],"process":[96],"model.":[97],"By":[98],"utilizing":[99],"Rao-Blackwellized":[100],"particle":[101],"filter,":[102],"model":[104,116],"estimates":[105],"parameters":[107],"updated":[109],"by":[110],"newly":[111],"available":[112],"data.":[113],"improve":[115],"ability,":[117],"sensitive":[119],"health":[120],"indicator":[121],"constructed":[123],"from":[124],"SMART":[125],"attributes":[126],"multiple":[129],"regression":[130],"analysis.":[131],"Then,":[132],"statistical":[136],"property":[137],"residuals,":[141],"designed":[147],"realize":[149],"online":[151],"failure.":[155],"Furthermore,":[156],"experiments":[157],"proposed":[159,176],"carried":[162],"out":[163],"real-life":[166],"set.":[168],"The":[169],"results":[170],"show":[171],"validity":[173],"method.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
