{"id":"https://openalex.org/W4310858554","doi":"https://doi.org/10.1145/3569551.3569557","title":"Sound-Based Fault Detection For Textile Machinery","display_name":"Sound-Based Fault Detection For Textile Machinery","publication_year":2022,"publication_date":"2022-12-08","ids":{"openalex":"https://openalex.org/W4310858554","doi":"https://doi.org/10.1145/3569551.3569557"},"language":"en","primary_location":{"id":"doi:10.1145/3569551.3569557","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3569551.3569557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Networking, Systems and Security","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/A5007676372","display_name":"Md. Harunur Rashid Bhuiyan","orcid":"https://orcid.org/0000-0002-6837-6982"},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Harunur Rashid Bhuiyan","raw_affiliation_strings":["Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-6837-6982","affiliations":[{"raw_affiliation_string":"Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037440691","display_name":"Muhammad Tafsirul Islam","orcid":"https://orcid.org/0000-0002-9071-8934"},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhammad Tafsirul Islam","raw_affiliation_strings":["Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-9071-8934","affiliations":[{"raw_affiliation_string":"Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090711227","display_name":"Nazmul Islam","orcid":"https://orcid.org/0000-0003-3320-7529"},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nazmul Islam","raw_affiliation_strings":["Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-3320-7529","affiliations":[{"raw_affiliation_string":"Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030199598","display_name":"Md. Mynul Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mynul Islam","raw_affiliation_strings":["Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-3975-753X","affiliations":[{"raw_affiliation_string":"Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049772006","display_name":"Anupom Mondol","orcid":"https://orcid.org/0000-0001-9956-433X"},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Anupom Mondol","raw_affiliation_strings":["Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-9956-433X","affiliations":[{"raw_affiliation_string":"Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019534802","display_name":"Tarik Reza Toha","orcid":"https://orcid.org/0000-0002-6529-3487"},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tarik Reza Toha","raw_affiliation_strings":["Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-6529-3487","affiliations":[{"raw_affiliation_string":"Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046295547","display_name":"Shaikh Md. Mominul Alam","orcid":null},"institutions":[{"id":"https://openalex.org/I85564003","display_name":"Bangladesh University of Textiles","ror":"https://ror.org/031evmb56","country_code":"BD","type":"education","lineage":["https://openalex.org/I85564003"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shaikh Md. Mominul Alam","raw_affiliation_strings":["Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-9024-1953","affiliations":[{"raw_affiliation_string":"Department of Textile Machinery Design and Maintenance, Bangladesh University of Textiles, Bangladesh","institution_ids":["https://openalex.org/I85564003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I85564003"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"62"},"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":0.9986000061035156,"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":0.9986000061035156,"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/T11595","display_name":"Textile materials and evaluations","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9596999883651733,"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/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5833100080490112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.553949773311615},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5072395205497742},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.46630895137786865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40921550989151},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38875240087509155},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3237961530685425},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3233579993247986},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.10187172889709473}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5833100080490112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.553949773311615},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5072395205497742},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.46630895137786865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40921550989151},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38875240087509155},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3237961530685425},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3233579993247986},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.10187172889709473},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3569551.3569557","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3569551.3569557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Networking, Systems and Security","raw_type":"proceedings-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/W2576262229","https://openalex.org/W2626955082","https://openalex.org/W2732499510","https://openalex.org/W2761330267","https://openalex.org/W2787723838","https://openalex.org/W2871423516","https://openalex.org/W2886783527","https://openalex.org/W2901581270","https://openalex.org/W2909189471","https://openalex.org/W2916526363","https://openalex.org/W2942426505","https://openalex.org/W2950104706","https://openalex.org/W2954198433","https://openalex.org/W2963156262","https://openalex.org/W2979942370","https://openalex.org/W2998297703","https://openalex.org/W3000194924","https://openalex.org/W3000862522","https://openalex.org/W3037720325","https://openalex.org/W3088834512","https://openalex.org/W3135227734","https://openalex.org/W3135406615","https://openalex.org/W3186446693","https://openalex.org/W3190695173","https://openalex.org/W3213866489","https://openalex.org/W4232042140","https://openalex.org/W4233942849","https://openalex.org/W4239934231","https://openalex.org/W4249094689"],"related_works":["https://openalex.org/W2995569247","https://openalex.org/W2361261209","https://openalex.org/W4389241047","https://openalex.org/W2997776052","https://openalex.org/W86946229","https://openalex.org/W3009843762","https://openalex.org/W2331107224","https://openalex.org/W2628527627","https://openalex.org/W2376523010","https://openalex.org/W2078455782"],"abstract_inverted_index":{"The":[0,90],"textile":[1,26,51,139],"sector":[2],"is":[3],"one":[4],"of":[5,13,24,124,151,248],"the":[6,11,25,48,148,152,161,166,170,190,201,208,214,237,245],"vital":[7],"driving":[8],"forces":[9],"in":[10,39,50,112,138,160,250],"economy":[12],"south":[14],"Asian":[15],"countries":[16],"like":[17],"Bangladesh,":[18],"India,":[19],"Pakistan,":[20],"etc.":[21],"However,":[22],"most":[23],"industries":[27],"suffer":[28],"from":[29,129,189],"frequent":[30],"machinery":[31,52,79,87,100,136],"faults":[32,49,159],"everyday":[33],"which":[34,38],"reduces":[35,41],"their":[36,42],"productivity,":[37],"terms":[40],"profit.":[43],"Existing":[44],"systems":[45,74],"for":[46],"detecting":[47],"fails":[53],"to":[54,58,62,85,146,184,217,235],"find":[55,244],"a":[56,117,143],"remedy":[57,109],"this":[59,113],"problem":[60],"due":[61],"several":[63],"limitations.":[64],"Among":[65],"them,":[66],"sound":[67,118,144,149,167,179,202],"based":[68,71,76,96,119],"and":[69,80,164,181,204,240],"vibration":[70],"fault":[72,88,101,120,137],"detection":[73,121],"are":[75],"on":[77],"prototype":[78],"has":[81,104],"smaller":[82],"data":[83,131,192,215],"set":[84,132,216],"detect":[86,99,135],"properly.":[89],"fabric":[91,103],"defect":[92],"based,":[93],"machine":[94,126,163,219,227],"learning":[95,127,220],"approaches":[97],"only":[98],"after":[102],"become":[105],"already":[106],"defected.":[107],"To":[108],"these":[110,195],"limitations,":[111],"paper,":[114],"we":[115,173,198,212,223],"propose":[116],"system":[122],"consisting":[123],"trained":[125,226],"model":[128],"large":[130],"that":[133],"can":[134],"industry.":[140],"We":[141,154,243],"use":[142],"sensor":[145],"measure":[147,165],"signal":[150,168],"machine.":[153],"artificially":[155],"create":[156],"three":[157],"real":[158],"experimented":[162],"during":[169,207],"faults.":[171],"Next,":[172],"conduct":[174],"Fast":[175],"Fourier":[176],"Analysis":[177],"derive":[178,185],"frequency":[180,203],"statistical":[182,187],"analysis":[183],"different":[186],"features":[188],"prepared":[191],"set.":[193],"From":[194],"two":[196],"analysis,":[197],"determine":[199,236],"if":[200],"amplitude":[205],"changes":[206],"fault.":[209],"After":[210],"that,":[211],"feed":[213],"ten":[218,231],"algorithms.":[221],"Finally,":[222],"evaluate":[224],"our":[225],"leaning":[228],"models":[229],"through":[230],"fold":[232],"cross":[233],"validation":[234],"precision,":[238],"recall,":[239],"F1":[241,247],"score.":[242],"highest":[246],"57.7%":[249],"Nearest":[251],"Centroid":[252],"Algorithm.":[253]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
