{"id":"https://openalex.org/W3094868167","doi":"https://doi.org/10.3390/informatics7040049","title":"Deep Learning Model for Industrial Leakage Detection Using Acoustic Emission Signal","display_name":"Deep Learning Model for Industrial Leakage Detection Using Acoustic Emission Signal","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3094868167","doi":"https://doi.org/10.3390/informatics7040049","mag":"3094868167"},"language":"en","primary_location":{"id":"doi:10.3390/informatics7040049","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7040049","pdf_url":"https://www.mdpi.com/2227-9709/7/4/49/pdf?version=1604280573","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/7/4/49/pdf?version=1604280573","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006565492","display_name":"Masoumeh Rahimi","orcid":"https://orcid.org/0000-0001-5395-9280"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Masoumeh Rahimi","raw_affiliation_strings":["School of Electrical and Computer Engineering, Shiraz University, Shiraz 71557-13876, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Shiraz University, Shiraz 71557-13876, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072834833","display_name":"Alireza Alghassi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alireza Alghassi","raw_affiliation_strings":["The Advanced Remanufacturing and Technology Centre (ARTC)-A*Star, 3 CleanTech Loop, #01/01, CleanTech Two, Singapore 637143, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Advanced Remanufacturing and Technology Centre (ARTC)-A*Star, 3 CleanTech Loop, #01/01, CleanTech Two, Singapore 637143, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009600891","display_name":"Mominul Ahsan","orcid":"https://orcid.org/0000-0002-7300-506X"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mominul Ahsan","raw_affiliation_strings":["Department of Engineering, Manchester Metropolitan University, John Dalton Building, Chester St, Manchester M1 5GD, UK"],"raw_orcid":"https://orcid.org/0000-0002-7300-506X","affiliations":[{"raw_affiliation_string":"Department of Engineering, Manchester Metropolitan University, John Dalton Building, Chester St, Manchester M1 5GD, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074673439","display_name":"Julfikar Haider","orcid":null},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Julfikar Haider","raw_affiliation_strings":["Department of Engineering, Manchester Metropolitan University, John Dalton Building, Chester St, Manchester M1 5GD, UK"],"raw_orcid":"https://orcid.org/0000-0001-7010-8285","affiliations":[{"raw_affiliation_string":"Department of Engineering, Manchester Metropolitan University, John Dalton Building, Chester St, Manchester M1 5GD, UK","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009600891"],"corresponding_institution_ids":["https://openalex.org/I11983389"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":2.2317,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.88111111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"49","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.996399998664856,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.996399998664856,"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/T11220","display_name":"Water Systems and Optimization","score":0.995199978351593,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leakage","display_name":"Leakage (economics)","score":0.714768648147583},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.6609103679656982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6146637201309204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5949112176895142},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5929610133171082},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5689833164215088},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4798166751861572},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4128038287162781},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3820243775844574},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37176942825317383},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35430020093917847},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19917288422584534}],"concepts":[{"id":"https://openalex.org/C2777042071","wikidata":"https://www.wikidata.org/wiki/Q6509304","display_name":"Leakage (economics)","level":2,"score":0.714768648147583},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.6609103679656982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6146637201309204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5949112176895142},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5929610133171082},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5689833164215088},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4798166751861572},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4128038287162781},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3820243775844574},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37176942825317383},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35430020093917847},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19917288422584534},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/informatics7040049","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7040049","pdf_url":"https://www.mdpi.com/2227-9709/7/4/49/pdf?version=1604280573","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:e-space.mmu.ac.uk:626820","is_oa":true,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/ca37df1567caca2d58185af05ac3b983.html>","pdf_url":"https://e-space.mmu.ac.uk/626820/1/Final%20published%20paper.pdf","source":null,"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:3f15fddcc5b2487081ea7227b7a0e177","is_oa":true,"landing_page_url":"https://doaj.org/article/3f15fddcc5b2487081ea7227b7a0e177","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 7, Iss 4, p 49 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/7/4/49/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/informatics7040049","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics; Volume 7; Issue 4; Pages: 49","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/informatics7040049","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7040049","pdf_url":"https://www.mdpi.com/2227-9709/7/4/49/pdf?version=1604280573","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094868167.pdf","grobid_xml":"https://content.openalex.org/works/W3094868167.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1597576211","https://openalex.org/W1986115104","https://openalex.org/W1988637231","https://openalex.org/W1992707230","https://openalex.org/W2000911430","https://openalex.org/W2012290038","https://openalex.org/W2013106726","https://openalex.org/W2014853844","https://openalex.org/W2039951318","https://openalex.org/W2046317813","https://openalex.org/W2072857564","https://openalex.org/W2090019646","https://openalex.org/W2094623746","https://openalex.org/W2102083315","https://openalex.org/W2102292181","https://openalex.org/W2103003851","https://openalex.org/W2108530032","https://openalex.org/W2108744642","https://openalex.org/W2136764259","https://openalex.org/W2140336071","https://openalex.org/W2144187919","https://openalex.org/W2171195732","https://openalex.org/W2179051909","https://openalex.org/W2291961022","https://openalex.org/W2329272872","https://openalex.org/W2461729787","https://openalex.org/W2495112539","https://openalex.org/W2643960460","https://openalex.org/W2770233526","https://openalex.org/W2910932247","https://openalex.org/W4232447824"],"related_works":["https://openalex.org/W4327521644","https://openalex.org/W2978884468","https://openalex.org/W2168413811","https://openalex.org/W2005846134","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Intelligent":[0],"fault":[1],"diagnosis":[2],"methods":[3],"have":[4],"replaced":[5],"time":[6],"consuming":[7],"and":[8,65,97,109,125,147],"unreliable":[9],"human":[10],"analysis,":[11],"increasing":[12],"anomaly":[13],"detection":[14,75],"efficiency.":[15],"Deep":[16],"learning":[17,67],"models":[18],"are":[19,115],"clear":[20],"cut":[21],"techniques":[22,91],"for":[23,92,154],"this":[24,72,93],"purpose.":[25],"This":[26,51],"paper\u2019s":[27],"fundamental":[28],"purpose":[29,94],"is":[30],"to":[31,57,129],"automatically":[32],"detect":[33],"leakage":[34,60,157],"in":[35,49],"tanks":[36],"during":[37],"production":[38],"with":[39,99,117],"more":[40],"reliability":[41],"than":[42,139],"a":[43,46,84,130],"manual":[44],"inspection,":[45],"common":[47],"practice":[48],"industries.":[50],"research":[52],"proposes":[53],"an":[54,79],"inspection":[55],"system":[56],"predict":[58],"tank":[59,86],"using":[61,78],"hydrophone":[62],"sensor":[63],"data":[64],"deep":[66],"algorithms":[68],"after":[69],"production.":[70],"In":[71],"paper,":[73],"leak":[74],"was":[76],"investigated":[77],"experimental":[80],"setup":[81],"consisting":[82],"of":[83,113,150],"plastic":[85],"immersed":[87],"underwater.":[88],"Three":[89],"different":[90],"were":[95],"implemented":[96],"compared":[98],"each":[100],"other,":[101],"including":[102],"fast":[103],"Fourier":[104],"transform":[105],"(FFT),":[106],"wavelet":[107],"transforms,":[108],"time-domain":[110],"features,":[111],"all":[112],"which":[114],"followed":[116,133],"1D":[118,131],"convolution":[119],"neural":[120],"network":[121],"(1D-CNN).":[122],"Applying":[123],"FFT":[124],"converting":[126],"the":[127,145,148,151],"signal":[128],"image":[132],"by":[134],"1D-CNN":[135],"showed":[136],"better":[137],"results":[138,143],"other":[140],"methods.":[141],"Experimental":[142],"demonstrate":[144],"effectiveness":[146],"superiority":[149],"proposed":[152],"methodology":[153],"detecting":[155],"real-time":[156],"inaccuracy.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2020-11-09T00:00:00"}
