{"id":"https://openalex.org/W4385575332","doi":"https://doi.org/10.3233/jifs-222438","title":"Prediction of the belt drive contamination status based on vibration analysis and artificial neural network","display_name":"Prediction of the belt drive contamination status based on vibration analysis and artificial neural network","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385575332","doi":"https://doi.org/10.3233/jifs-222438"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-222438","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222438","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","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/A5091779398","display_name":"Ihsan A. Baqer","orcid":"https://orcid.org/0000-0001-5103-4348"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ihsan A. Baqer","raw_affiliation_strings":["University of Technology-Iraq","Mechanical Engineering Department, University of Technology-Iraq, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Technology-Iraq","institution_ids":["https://openalex.org/I171256487"]},{"raw_affiliation_string":"Mechanical Engineering Department, University of Technology-Iraq, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059555932","display_name":"Alaa Abdulhady Jaber","orcid":"https://orcid.org/0000-0001-5709-195X"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Alaa Abdulhady Jaber","raw_affiliation_strings":["University of Technology-Iraq","Mechanical Engineering Department, University of Technology-Iraq, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Technology-Iraq","institution_ids":["https://openalex.org/I171256487"]},{"raw_affiliation_string":"Mechanical Engineering Department, University of Technology-Iraq, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053407386","display_name":"Wafa Abd Soud","orcid":"https://orcid.org/0000-0003-4962-5303"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Wafa A. Soud","raw_affiliation_strings":["University of Technology-Iraq","Mechanical Engineering Department, University of Technology-Iraq, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Technology-Iraq","institution_ids":["https://openalex.org/I171256487"]},{"raw_affiliation_string":"Mechanical Engineering Department, University of Technology-Iraq, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059555932"],"corresponding_institution_ids":["https://openalex.org/I171256487"],"apc_list":null,"apc_paid":null,"fwci":0.9321,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.70508114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"45","issue":"4","first_page":"6629","last_page":"6643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13341","display_name":"Belt Conveyor Systems Engineering","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13341","display_name":"Belt Conveyor Systems Engineering","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9919000267982483,"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/T12206","display_name":"Vibration and Dynamic Analysis","score":0.9909999966621399,"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/vibration","display_name":"Vibration","score":0.5860958099365234},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.4908819794654846},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4844553470611572},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.47615811228752136},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.47473153471946716},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4733923673629761},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44594916701316833},{"id":"https://openalex.org/keywords/pulley","display_name":"Pulley","score":0.43841418623924255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3963255286216736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2714340388774872},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.21708813309669495},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.1340172290802002}],"concepts":[{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5860958099365234},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.4908819794654846},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4844553470611572},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.47615811228752136},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.47473153471946716},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4733923673629761},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44594916701316833},{"id":"https://openalex.org/C171937826","wikidata":"https://www.wikidata.org/wiki/Q48378","display_name":"Pulley","level":2,"score":0.43841418623924255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3963255286216736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2714340388774872},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.21708813309669495},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.1340172290802002},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-222438","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-222438","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1894803811","https://openalex.org/W2005943275","https://openalex.org/W2006626130","https://openalex.org/W2253618633","https://openalex.org/W2340512568","https://openalex.org/W2583684303","https://openalex.org/W2911651019","https://openalex.org/W2919341207","https://openalex.org/W3011937584","https://openalex.org/W3013616624","https://openalex.org/W3025887373","https://openalex.org/W3033170031","https://openalex.org/W3084747355","https://openalex.org/W3089132796","https://openalex.org/W3108219381","https://openalex.org/W3126524637","https://openalex.org/W3137544269","https://openalex.org/W3148638686","https://openalex.org/W3156919179","https://openalex.org/W3164878698","https://openalex.org/W3186483738","https://openalex.org/W3208805749","https://openalex.org/W4200549746","https://openalex.org/W4206816039","https://openalex.org/W4221094970","https://openalex.org/W4317934313","https://openalex.org/W6691847176","https://openalex.org/W6782887996","https://openalex.org/W7034716499"],"related_works":["https://openalex.org/W2722606392","https://openalex.org/W4388034745","https://openalex.org/W2389891446","https://openalex.org/W205794235","https://openalex.org/W2776538682","https://openalex.org/W3134656980","https://openalex.org/W2384140996","https://openalex.org/W2566357993","https://openalex.org/W2938918381","https://openalex.org/W2010636391"],"abstract_inverted_index":{"Belt":[0],"drive":[1,76],"contamination":[2,85],"is":[3],"considered":[4],"one":[5],"of":[6,59,69,145],"the":[7,17,30,34,67,70,111,119,132,143,185,190],"most":[8,53],"common":[9],"failure":[10,36],"modes":[11],"that":[12,184],"could":[13,188],"be":[14],"developed":[15,167],"in":[16],"belts":[18],"due":[19],"to":[20,65,104,130],"harsh":[21],"operation":[22,192],"conditions,":[23],"high":[24],"humidity,":[25],"and":[26,49,63,116,162,178],"sunlight":[27],"exposure,":[28],"reducing":[29],"belt\u2019s":[31],"performance.":[32],"If":[33],"belt":[35,75],"has":[37],"not":[38],"been":[39],"detected":[40],"early,":[41],"a":[42,74,95],"sudden":[43],"shutdown":[44],"may":[45],"happen,":[46],"producing":[47],"safety":[48],"economic":[50],"consequences.":[51],"However,":[52],"maintenance":[54],"personnel":[55],"use":[56],"their":[57],"senses":[58],"sight,":[60],"hearing,":[61],"smell,":[62],"touch":[64],"identify":[66,189],"cause":[68],"problem":[71],"while":[72],"diagnosing":[73],"condition.":[77],"Hence,":[78],"this":[79],"research":[80],"involves":[81],"developing":[82],"an":[83,152],"intelligent":[84],"status":[86],"detection":[87],"system":[88,165,187],"based":[89],"on":[90],"vibration":[91,120,138],"signal":[92,100,159],"analysis":[93,101],"for":[94],"pulley-belt":[96,191],"rotating":[97],"system.":[98],"Time-domain":[99],"was":[102,128,140,166],"employed":[103],"extract":[105],"some":[106],"suggestive":[107],"features":[108],"such":[109],"as":[110],"root":[112],"mean":[113],"square,":[114],"kurtosis,":[115],"skewness":[117],"from":[118],"data.":[121],"An":[122],"artificial":[123],"neural":[124],"network":[125],"(ANN)":[126],"model":[127],"built":[129],"detect":[131],"simulated":[133,172],"different":[134],"operating":[135,173],"conditions.":[136],"The":[137,171,181],"data":[139,155],"gathered":[141],"with":[142,151,194],"help":[144],"two":[146],"MEMS":[147],"accelerometers":[148],"(ADXL335)":[149],"interfaced":[150],"NI":[153],"USB-6009":[154],"acquisition":[156],"device.":[157],"A":[158],"capture,":[160],"analysis,":[161],"feature":[163],"extraction":[164],"using":[168],"Matlab":[169],"Simulink.":[170],"conditions":[174,193],"include":[175],"clean,":[176],"wet,":[177],"powder-contaminated":[179],"belts.":[180],"results":[182],"showed":[183],"designed":[186],"100%":[195],"overall":[196],"accuracy.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-01-08T20:05:33.558190","created_date":"2025-10-10T00:00:00"}