{"id":"https://openalex.org/W2892783727","doi":"https://doi.org/10.1109/indin.2018.8472003","title":"What Maintenance is Worth the Money? A Data-Driven Answer","display_name":"What Maintenance is Worth the Money? A Data-Driven Answer","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2892783727","doi":"https://doi.org/10.1109/indin.2018.8472003","mag":"2892783727"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2018.8472003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2018.8472003","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 16th 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/A5106407749","display_name":"Qiyao Wang","orcid":"https://orcid.org/0000-0003-0462-3160"},"institutions":[{"id":"https://openalex.org/I86725329","display_name":"Hitachi Global Storage Technologies (United States)","ror":"https://ror.org/02q0s1x22","country_code":"US","type":"company","lineage":["https://openalex.org/I86725329"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qiyao Wang","raw_affiliation_strings":["Hitachi America, Ltd. R&D, Santa Clara, United States"],"affiliations":[{"raw_affiliation_string":"Hitachi America, Ltd. R&D, Santa Clara, United States","institution_ids":["https://openalex.org/I86725329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013166935","display_name":"Ahmed Farahat","orcid":"https://orcid.org/0000-0002-9828-8051"},"institutions":[{"id":"https://openalex.org/I86725329","display_name":"Hitachi Global Storage Technologies (United States)","ror":"https://ror.org/02q0s1x22","country_code":"US","type":"company","lineage":["https://openalex.org/I86725329"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Farahat","raw_affiliation_strings":["Hitachi America, Ltd. R&D, Santa Clara, United States"],"affiliations":[{"raw_affiliation_string":"Hitachi America, Ltd. R&D, Santa Clara, United States","institution_ids":["https://openalex.org/I86725329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046783666","display_name":"Kosta Ristovski","orcid":null},"institutions":[{"id":"https://openalex.org/I86725329","display_name":"Hitachi Global Storage Technologies (United States)","ror":"https://ror.org/02q0s1x22","country_code":"US","type":"company","lineage":["https://openalex.org/I86725329"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kosta Ristovski","raw_affiliation_strings":["Hitachi America, Ltd. R&D, Santa Clara, United States"],"affiliations":[{"raw_affiliation_string":"Hitachi America, Ltd. R&D, Santa Clara, United States","institution_ids":["https://openalex.org/I86725329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001494317","display_name":"Hsiu-Khuern Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I86725329","display_name":"Hitachi Global Storage Technologies (United States)","ror":"https://ror.org/02q0s1x22","country_code":"US","type":"company","lineage":["https://openalex.org/I86725329"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiu-Khuern Tang","raw_affiliation_strings":["Hitachi America, Ltd. R&D, Santa Clara, United States"],"affiliations":[{"raw_affiliation_string":"Hitachi America, Ltd. R&D, Santa Clara, United States","institution_ids":["https://openalex.org/I86725329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076584511","display_name":"Susumu Serita","orcid":null},"institutions":[{"id":"https://openalex.org/I86725329","display_name":"Hitachi Global Storage Technologies (United States)","ror":"https://ror.org/02q0s1x22","country_code":"US","type":"company","lineage":["https://openalex.org/I86725329"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susumu Serita","raw_affiliation_strings":["Hitachi America, Ltd. R&D, Santa Clara, United States"],"affiliations":[{"raw_affiliation_string":"Hitachi America, Ltd. R&D, Santa Clara, United States","institution_ids":["https://openalex.org/I86725329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103731588","display_name":"Chetan Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I86725329","display_name":"Hitachi Global Storage Technologies (United States)","ror":"https://ror.org/02q0s1x22","country_code":"US","type":"company","lineage":["https://openalex.org/I86725329"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chetan Gupta","raw_affiliation_strings":["Hitachi America, Ltd. R&D, Santa Clara, United States"],"affiliations":[{"raw_affiliation_string":"Hitachi America, Ltd. R&D, Santa Clara, United States","institution_ids":["https://openalex.org/I86725329"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5106407749"],"corresponding_institution_ids":["https://openalex.org/I86725329"],"apc_list":null,"apc_paid":null,"fwci":2.5688,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88514524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"284","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9991999864578247,"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":0.9991999864578247,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/preventive-maintenance","display_name":"Preventive maintenance","score":0.6744639873504639},{"id":"https://openalex.org/keywords/operational-maintenance","display_name":"Operational maintenance","score":0.5980542898178101},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5898727774620056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393625497817993},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.5270935297012329},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.5198472142219543},{"id":"https://openalex.org/keywords/maintenance-engineering","display_name":"Maintenance engineering","score":0.49442362785339355},{"id":"https://openalex.org/keywords/planned-maintenance","display_name":"Planned maintenance","score":0.49439430236816406},{"id":"https://openalex.org/keywords/corrective-maintenance","display_name":"Corrective maintenance","score":0.47951963543891907},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.47850528359413147},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4215662479400635},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3641418218612671},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.32595956325531006},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.2898789048194885},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2406679391860962},{"id":"https://openalex.org/keywords/computerized-maintenance-management-system","display_name":"Computerized maintenance management system","score":0.22844719886779785},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19414523243904114},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1710716187953949},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.09375247359275818}],"concepts":[{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.6744639873504639},{"id":"https://openalex.org/C14922295","wikidata":"https://www.wikidata.org/wiki/Q7097783","display_name":"Operational maintenance","level":4,"score":0.5980542898178101},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5898727774620056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393625497817993},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.5270935297012329},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.5198472142219543},{"id":"https://openalex.org/C23725684","wikidata":"https://www.wikidata.org/wiki/Q616377","display_name":"Maintenance engineering","level":2,"score":0.49442362785339355},{"id":"https://openalex.org/C4402595","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Planned maintenance","level":2,"score":0.49439430236816406},{"id":"https://openalex.org/C129529059","wikidata":"https://www.wikidata.org/wiki/Q2291518","display_name":"Corrective maintenance","level":3,"score":0.47951963543891907},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.47850528359413147},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4215662479400635},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3641418218612671},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.32595956325531006},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2898789048194885},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2406679391860962},{"id":"https://openalex.org/C115837547","wikidata":"https://www.wikidata.org/wiki/Q1122495","display_name":"Computerized maintenance management system","level":3,"score":0.22844719886779785},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19414523243904114},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1710716187953949},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.09375247359275818},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin.2018.8472003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2018.8472003","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2055873761","https://openalex.org/W2086898699","https://openalex.org/W2096375937","https://openalex.org/W2114131343","https://openalex.org/W2120841219","https://openalex.org/W2134739669","https://openalex.org/W2148922589","https://openalex.org/W2154889060","https://openalex.org/W2185174649","https://openalex.org/W2255937148","https://openalex.org/W2744067593","https://openalex.org/W2770350025","https://openalex.org/W2979172579","https://openalex.org/W4249409261","https://openalex.org/W4297796805","https://openalex.org/W6686469914","https://openalex.org/W6692319373","https://openalex.org/W6745875408"],"related_works":["https://openalex.org/W4311235937","https://openalex.org/W2202786578","https://openalex.org/W4205917643","https://openalex.org/W1989410761","https://openalex.org/W2391563149","https://openalex.org/W4386181497","https://openalex.org/W1981472618","https://openalex.org/W4388544130","https://openalex.org/W2126792546","https://openalex.org/W1483407033"],"abstract_inverted_index":{"For":[0],"many":[1],"industrial":[2],"and":[3,121,140],"commercial":[4],"operations,maintenance":[5],"accounts":[6],"for":[7],"a":[8,30,81,87,113,116,123,133],"large":[9],"part":[10,32],"of":[11,16,33,83,95,108,112,118,126],"operating":[12],"costs":[13,20],"(e.g.,":[14],"15%-60%":[15],"the":[17,34,93,106,110,128,137],"total":[18],"production":[19],"in":[21],"manufacturing":[22],"plants).":[23],"Even":[24],"with":[25],"maintenance":[26,37,44,76,89,119,148],"cost":[27],"being":[28],"such":[29,65],"substantial":[31],"overall":[35],"cost,":[36],"managers":[38],"have":[39,56],"little":[40],"visibility":[41],"into":[42],"whether":[43,86],"expenditure":[45],"is":[46,91],"money":[47],"well":[48],"spent":[49],"or":[50,85,98,115],"not.":[51,99],"They":[52],"also":[53,131],"do":[54],"not":[55],"standard":[57],"quantitative":[58],"methods":[59,139],"to":[60,135],"answer":[61],"even":[62],"simple":[63],"questions":[64],"as,":[66],"does":[67,74],"it":[68],"make":[69],"any":[70],"difference":[71],"if":[72],"one":[73],"preventive":[75],"every":[77],"six":[78],"months":[79],"on":[80],"piece":[82],"equipment,":[84],"particular":[88],"action":[90],"improving":[92],"performance":[94],"an":[96],"equipment":[97],"In":[100],"this":[101],"paper,":[102],"we":[103],"formally":[104],"define":[105],"problem":[107],"estimating":[109],"effectiveness":[111],"single":[114],"group":[117],"actions,":[120],"propose":[122],"systemic":[124],"way":[125],"solving":[127],"problem.":[129],"We":[130],"present":[132],"benchmark":[134],"evaluate":[136],"proposed":[138],"demonstrate":[141],"how":[142],"they":[143],"can":[144],"accurately":[145],"identify":[146],"effective":[147],"actions.":[149]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
