{"id":"https://openalex.org/W3007469647","doi":"https://doi.org/10.1109/bigdata47090.2019.9005558","title":"Remaining Useful Life Prediction of Industrial Consumables Using Wideband Vibration Signals","display_name":"Remaining Useful Life Prediction of Industrial Consumables Using Wideband Vibration Signals","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007469647","doi":"https://doi.org/10.1109/bigdata47090.2019.9005558","mag":"3007469647"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9005558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5043141175","display_name":"Daisuke Maeda","orcid":"https://orcid.org/0000-0003-4911-401X"},"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":"Daisuke Maeda","raw_affiliation_strings":["IoT Edge Laboratory Hitachi America, Ltd, Santa Clara, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IoT Edge Laboratory Hitachi America, Ltd, Santa Clara, USA","institution_ids":["https://openalex.org/I86725329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039347881","display_name":"Sudhanshu Gaur","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":"Sudhanshu Gaur","raw_affiliation_strings":["IoT Edge Laboratory Hitachi America, Ltd, Santa Clara, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IoT Edge Laboratory Hitachi America, Ltd, Santa Clara, USA","institution_ids":["https://openalex.org/I86725329"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I86725329"],"apc_list":null,"apc_paid":null,"fwci":0.8775,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72264631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"6148","last_page":"6150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994000196456909,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9961000084877014,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wideband","display_name":"Wideband","score":0.6231926083564758},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5660403370857239},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.5406302213668823},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5366166830062866},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5208780765533447},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5018148422241211},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.4919557273387909},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4615611433982849},{"id":"https://openalex.org/keywords/consumables","display_name":"Consumables","score":0.4352436363697052},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.43348491191864014},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2965301275253296},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.28996410965919495},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.24943974614143372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17396280169487},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13312527537345886},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.10094603896141052}],"concepts":[{"id":"https://openalex.org/C2780202535","wikidata":"https://www.wikidata.org/wiki/Q4524457","display_name":"Wideband","level":2,"score":0.6231926083564758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5660403370857239},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.5406302213668823},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5366166830062866},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5208780765533447},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5018148422241211},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.4919557273387909},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4615611433982849},{"id":"https://openalex.org/C62126406","wikidata":"https://www.wikidata.org/wiki/Q1681365","display_name":"Consumables","level":2,"score":0.4352436363697052},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.43348491191864014},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2965301275253296},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.28996410965919495},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.24943974614143372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17396280169487},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13312527537345886},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.10094603896141052},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9005558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9005558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1510315356","https://openalex.org/W1999393241","https://openalex.org/W2017659646","https://openalex.org/W2042311265","https://openalex.org/W2119132918","https://openalex.org/W2181568310","https://openalex.org/W2196696308","https://openalex.org/W2344097077","https://openalex.org/W2510519833","https://openalex.org/W2600283457","https://openalex.org/W2766688321","https://openalex.org/W2792470751","https://openalex.org/W2911048887","https://openalex.org/W6758527398"],"related_works":["https://openalex.org/W2381321179","https://openalex.org/W4313495052","https://openalex.org/W4249736836","https://openalex.org/W2145714196","https://openalex.org/W4236331078","https://openalex.org/W2353623043","https://openalex.org/W2380724293","https://openalex.org/W2351787082","https://openalex.org/W1501508789","https://openalex.org/W2378960629"],"abstract_inverted_index":{"Predictive":[0],"maintenance":[1],"(PdM)":[2],"solutions":[3,26],"providing":[4],"remaining":[5],"useful":[6],"life":[7],"(RUL)":[8],"of":[9,19,31,46,54,73,117,137,155,168,177],"assets":[10,38],"in":[11,23],"manufacturing":[12],"plants":[13],"are":[14],"increasingly":[15],"being":[16],"explored.":[17],"One":[18],"the":[20,28,47,79,85,90,134,140,145,152,156,175],"key":[21],"challenges":[22,64],"deploying":[24],"PdM":[25,185],"is":[27,44],"non-invasive":[29],"acquisition":[30],"necessary":[32],"operational":[33,52],"data":[34,149],"since":[35],"most":[36],"legacy":[37],"lack":[39,72],"required":[40],"telemetry.":[41],"Vibration":[42],"analysis":[43],"one":[45],"promising":[48],"approaches":[49],"for":[50,78,114,184],"monitoring":[51],"aspects":[53],"an":[55,74],"asset.":[56],"But":[57],"this":[58],"approach,":[59],"too,":[60],"has":[61],"its":[62],"own":[63],"arising":[65],"due":[66,98],"to":[67,95,99,174],"practical":[68],"constraints":[69],"such":[70,121],"as":[71,103,105,122],"ideal":[75,86],"mounting":[76],"area":[77],"sensor.":[80],"The":[81,129,160],"increased":[82],"separation":[83],"between":[84],"observation":[87,92],"point":[88,93],"and":[89,170],"actual":[91],"leads":[94],"signal":[96,143],"distortion":[97],"induced":[100],"mechanical":[101],"resonances":[102],"well":[104],"other":[106],"interfering":[107],"noise.":[108],"We":[109],"present":[110],"a":[111],"novel":[112],"approach":[113],"estimating":[115],"RUL":[116,182],"industrial":[118],"consumable":[119],"parts":[120],"cutting":[123,141,178],"tools":[124,179],"that":[125],"overcomes":[126],"these":[127],"challenges.":[128],"proposed":[130],"method":[131],"systematically":[132],"locates":[133],"frequency":[135],"band":[136],"interest":[138],"containing":[139],"tools'":[142],"among":[144],"distorted":[146],"wideband":[147],"vibration":[148],"by":[150],"utilizing":[151],"cyclic":[153],"nature":[154],"CNC":[157],"machine's":[158],"operation.":[159],"extracted":[161],"feature":[162],"values":[163],"show":[164],"expected":[165],"monotonic":[166],"trends":[167],"wear":[169],"tear":[171],"with":[172],"respect":[173],"usage":[176],"making":[180],"accurate":[181],"estimation":[183],"solution":[186],"possible.":[187]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}