{"id":"https://openalex.org/W2942969314","doi":"https://doi.org/10.1109/sii.2019.8700357","title":"An IoT-based Failure Prediction Solution Using Machine Sound Data","display_name":"An IoT-based Failure Prediction Solution Using Machine Sound Data","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2942969314","doi":"https://doi.org/10.1109/sii.2019.8700357","mag":"2942969314"},"language":"en","primary_location":{"id":"doi:10.1109/sii.2019.8700357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sii.2019.8700357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/SICE International Symposium on System Integration (SII)","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/A5063983107","display_name":"Sana Talmoudi","orcid":"https://orcid.org/0000-0002-1321-0344"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sana Talmoudi","raw_affiliation_strings":["toor Inc. Toshima-ku, Minami-Ikebukuro 2-49-7, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"toor Inc. Toshima-ku, Minami-Ikebukuro 2-49-7, Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023466978","display_name":"Tetsuya Kanada","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tetsuya Kanada","raw_affiliation_strings":["toor Inc. Toshima-ku, Minami-Ikebukuro 2-49-7, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"toor Inc. Toshima-ku, Minami-Ikebukuro 2-49-7, Tokyo, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066174551","display_name":"Yasuhisa Hirata","orcid":"https://orcid.org/0000-0002-5931-0471"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuhisa Hirata","raw_affiliation_strings":["Smart Robotics Design Lab, Tohoku University, 6-6-01, Aoba, Aramaki, Sendai, Japan"],"affiliations":[{"raw_affiliation_string":"Smart Robotics Design Lab, Tohoku University, 6-6-01, Aoba, Aramaki, Sendai, Japan","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063983107"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.104,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82060362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"65","issue":null,"first_page":"227","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9926999807357788,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9926999807357788,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12486","display_name":"Food Supply Chain Traceability","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7438380122184753},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.6316488981246948},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.574851393699646},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5068874955177307},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5059935450553894},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4716709554195404},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.4688017964363098},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4600614607334137},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.40643882751464844},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3505145311355591},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2287616729736328},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15623760223388672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7438380122184753},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.6316488981246948},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.574851393699646},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5068874955177307},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5059935450553894},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4716709554195404},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.4688017964363098},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4600614607334137},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.40643882751464844},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3505145311355591},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2287616729736328},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15623760223388672},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sii.2019.8700357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sii.2019.8700357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/SICE International Symposium on System Integration (SII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1994022152","https://openalex.org/W2041395561","https://openalex.org/W2045186954","https://openalex.org/W2064736393","https://openalex.org/W2118282559","https://openalex.org/W2473334157","https://openalex.org/W2614408771","https://openalex.org/W2749333988","https://openalex.org/W2801420905","https://openalex.org/W2808543379"],"related_works":["https://openalex.org/W1535080110","https://openalex.org/W306312984","https://openalex.org/W857189463","https://openalex.org/W4288094128","https://openalex.org/W2979675132","https://openalex.org/W2790520092","https://openalex.org/W4306309337","https://openalex.org/W2312786236","https://openalex.org/W20648474","https://openalex.org/W3160314615"],"abstract_inverted_index":{"Industry":[0],"is":[1,31,91],"seeking":[2],"to":[3,15,50,69,85,149,190,203],"benefit":[4],"from":[5],"the":[6,37,40,51,54,71,101,104,109,113,116,123,128,134,145,159,167,175,180,184,205,213,216,220,224,230],"advantages":[7],"of":[8,27,36,42,53,73,103,122,137,147,161,174,207,215],"integrating":[9],"IoT":[10,43],"solutions":[11],"in":[12,44,164,178,183,223],"daily":[13],"operation":[14],"achieve":[16],"smart":[17,22],"manufacturing":[18],"as":[19,21,227,229],"well":[20,228],"maintenance.":[23,74],"As":[24],"a":[25,33,78,120,138],"matter":[26],"fact,":[28],"maintenance":[29],"cost":[30,46,72,102,214],"already":[32],"big":[34],"part":[35],"budget.":[38],"Despite":[39],"integration":[41],"industry,":[45],"remains":[47],"high":[48],"due":[49],"complexity":[52],"developed":[55],"solutions.":[56],"In":[57],"this":[58],"paper":[59],"we":[60,98],"are":[61],"proposing":[62],"an":[63,86,92],"IoT-based":[64],"failure":[65,81,152],"prediction":[66,82],"solution":[67,105,163],"architected":[68],"reduce":[70,212],"Our":[75],"proposal":[76],"permits":[77],"highly":[79],"accurate":[80],"that":[83,157],"leads":[84],"effective":[87],"action":[88],"when":[89],"there":[90],"actual":[93],"need":[94],"for":[95,140],"it.":[96],"Furthermore,":[97],"could":[99],"lower":[100],"itself":[106],"by":[107],"optimizing":[108],"data":[110,136,208,218],"transmission":[111],"between":[112,166],"sensor-nodes":[114],"and":[115,127,177],"server.":[117],"We":[118,154,187],"conducted":[119],"demonstration":[121],"proposed":[124,198],"analysis":[125],"scheme":[126],"system":[129,199],"design":[130,200],"consisting":[131],"on":[132],"recording":[133],"sound":[135],"DC-motor":[139],"about":[141],"23":[142],"minutes":[143],"with":[144,170],"variation":[146],"speed":[148],"mimic":[150],"some":[151],"scenarios.":[153],"obtained":[155],"results":[156],"confirmed":[158],"effectiveness":[160],"our":[162],"differentiating":[165],"failures":[168,176,193],"signs":[169],"no":[171],"prior":[172],"learning":[173],"tracking":[179],"slight":[181],"drift":[182],"machine":[185],"behavior.":[186],"were":[188],"able":[189],"start":[191],"predicting":[192],"since":[194],"day":[195],"1.":[196],"The":[197],"permitted":[201],"us":[202],"limit":[204],"payload":[206],"packets":[209],"which":[210],"would":[211],"sensor-node":[217],"transmission,":[219],"power":[221],"consumption":[222],"sensor":[225],"node":[226],"network":[231],"traffic.":[232]},"counts_by_year":[{"year":2026,"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":2}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}