{"id":"https://openalex.org/W4390777219","doi":"https://doi.org/10.1109/access.2024.3351858","title":"Application of Artificial Intelligence in Particle and Impurity Detection and Removal: A Survey","display_name":"Application of Artificial Intelligence in Particle and Impurity Detection and Removal: A Survey","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390777219","doi":"https://doi.org/10.1109/access.2024.3351858"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3351858","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351858","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10385081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10385081.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093678397","display_name":"Nur Aini Syakimah Ahmad Shuyuti","orcid":"https://orcid.org/0009-0002-2348-6771"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Nur Aini Syakimah Ahmad Shuyuti","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","Centre for Research in Industry 4.0, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0009-0002-2348-6771","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Centre for Research in Industry 4.0, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069982122","display_name":"Erfan Salami","orcid":"https://orcid.org/0000-0003-1748-6812"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Erfan Salami","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","Centre for Research in Industry 4.0, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-1748-6812","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Centre for Research in Industry 4.0, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085674671","display_name":"Mahidzal Dahari","orcid":"https://orcid.org/0000-0002-0432-5596"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mahidzal Dahari","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-0432-5596","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058437029","display_name":"Hamzah Arof","orcid":"https://orcid.org/0000-0003-2574-9037"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hamzah Arof","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048516028","display_name":"Harikrishnan Ramiah","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Harikrishnan Ramiah","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","Centre for Research in Industry 4.0, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-3505-6525","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Centre for Research in Industry 4.0, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093678397"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.3879,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87386237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"31498","last_page":"31514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9800000190734863,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9800000190734863,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9538000226020813,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9488000273704529,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/impurity","display_name":"Impurity","score":0.7377825975418091},{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.529615044593811},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4257243871688843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42093244194984436},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3573918640613556},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.3450459837913513},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23912790417671204},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07514423131942749}],"concepts":[{"id":"https://openalex.org/C71987851","wikidata":"https://www.wikidata.org/wiki/Q7216430","display_name":"Impurity","level":2,"score":0.7377825975418091},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.529615044593811},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4257243871688843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42093244194984436},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3573918640613556},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.3450459837913513},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23912790417671204},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07514423131942749},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3351858","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351858","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10385081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2cbee750b3034f1788f426a879ea7534","is_oa":true,"landing_page_url":"https://doaj.org/article/2cbee750b3034f1788f426a879ea7534","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 31498-31514 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3351858","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3351858","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10385081.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.550000011920929,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324183","display_name":"Jabatan Perkhidmatan Awam Malaysia","ror":"https://ror.org/04kpqhb39"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390777219.pdf","grobid_xml":"https://content.openalex.org/works/W4390777219.grobid-xml"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W1498657302","https://openalex.org/W1571410281","https://openalex.org/W1575637938","https://openalex.org/W1982580266","https://openalex.org/W1988263171","https://openalex.org/W1990365148","https://openalex.org/W1993701777","https://openalex.org/W2014906509","https://openalex.org/W2023418786","https://openalex.org/W2044725690","https://openalex.org/W2051736085","https://openalex.org/W2052311273","https://openalex.org/W2054059427","https://openalex.org/W2073707119","https://openalex.org/W2088460097","https://openalex.org/W2090416506","https://openalex.org/W2102832973","https://openalex.org/W2134492526","https://openalex.org/W2145835290","https://openalex.org/W2149636309","https://openalex.org/W2150220236","https://openalex.org/W2160230796","https://openalex.org/W2168478992","https://openalex.org/W2168665823","https://openalex.org/W2176950688","https://openalex.org/W2229953428","https://openalex.org/W2243978947","https://openalex.org/W2258094320","https://openalex.org/W2315114903","https://openalex.org/W2344160655","https://openalex.org/W2560223442","https://openalex.org/W2753119425","https://openalex.org/W2769603555","https://openalex.org/W2776501965","https://openalex.org/W2782599238","https://openalex.org/W2792005857","https://openalex.org/W2793327491","https://openalex.org/W2808565460","https://openalex.org/W2892063002","https://openalex.org/W2902860910","https://openalex.org/W2904807799","https://openalex.org/W2914374616","https://openalex.org/W2943378898","https://openalex.org/W2971558400","https://openalex.org/W2979678230","https://openalex.org/W2979813401","https://openalex.org/W2995669147","https://openalex.org/W2999435349","https://openalex.org/W3011279003","https://openalex.org/W3039430525","https://openalex.org/W3040058577","https://openalex.org/W3048204088","https://openalex.org/W3084610320","https://openalex.org/W3084669147","https://openalex.org/W3087084592","https://openalex.org/W3097600377","https://openalex.org/W3100041408","https://openalex.org/W3104632605","https://openalex.org/W3109413262","https://openalex.org/W3113678014","https://openalex.org/W3147198932","https://openalex.org/W3148128055","https://openalex.org/W3164091660","https://openalex.org/W3195348390","https://openalex.org/W3197658836","https://openalex.org/W3204164233","https://openalex.org/W4200209347","https://openalex.org/W4200272371","https://openalex.org/W4210844725","https://openalex.org/W4211016117","https://openalex.org/W4224987080","https://openalex.org/W4229367849","https://openalex.org/W4229528823","https://openalex.org/W4234549270","https://openalex.org/W4282023422","https://openalex.org/W4293498892","https://openalex.org/W4312730525","https://openalex.org/W4321596265","https://openalex.org/W4376254243","https://openalex.org/W6690497162","https://openalex.org/W6729080426","https://openalex.org/W6730582158"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W4404995717","https://openalex.org/W2016187641","https://openalex.org/W4404725684","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W2898370298","https://openalex.org/W2137437058","https://openalex.org/W4405893659","https://openalex.org/W4404784341"],"abstract_inverted_index":{"With":[0],"the":[1,16,45,62,68,86,93,103,106,129,152,172,224,231],"rapid":[2],"development":[3,131],"of":[4,57,64,72,88,119,132,156,192,226,235],"artificial":[5],"intelligence":[6],"(AI),":[7],"especially":[8],"in":[9,48,79,112,135,148,166,177,182,186,195,200,204,209,223],"machine":[10],"learning":[11,14],"and":[12,18,21,31,37,70,74,109,137,140,154,160,163,179,184,188,197,206,211,233,237],"deep":[13],"technologies,":[15],"particle":[17,136,159,178,187,196,210],"impurity":[19,107,138,161,180,189,198,212],"detection":[20,69,108,139,162,181,199,232],"removal":[22,71,110,141,164,234],"processes":[23],"employed":[24],"many":[25],"industries":[26,202],"have":[27,144],"been":[28,146],"improved.":[29],"Particles":[30],"impurities":[32],"at":[33,38],"any":[34,39],"size,":[35],"shape":[36],"condition":[40],"can":[41],"be":[42],"detected":[43],"using":[44],"advanced":[46],"technology":[47],"both":[49],"areas.":[50],"This":[51,99,214],"paper":[52,100,121,170],"presents":[53],"a":[54,125],"comprehensive":[55],"overview":[56],"research":[58,175],"papers":[59],"that":[60,143],"discuss":[61],"application":[63,208],"AI":[65,133,157,185,193,207,227],"techniques":[66,165],"for":[67,128,158],"particles":[73,236],"impurities.":[75,238],"The":[76,117],"publications":[77],"featured":[78],"this":[80,120,149,169],"review":[81,104,153,215],"were":[82],"mainly":[83],"retrieved":[84],"from":[85,95],"Web":[87],"Science":[89],"(WoS)":[90],"database,":[91],"covering":[92],"timeframe":[94],"2000":[96],"to":[97,123,220,230],"2023.":[98],"also":[101],"covers":[102],"on":[105],"specifically":[111],"edible":[113],"bird\u2019s":[114],"nest":[115],"(EBN).":[116],"aim":[118],"is":[122],"provide":[124],"valuable":[126],"resource":[127],"future":[130],"applications":[134,191],"technologies":[142],"not":[145],"addressed":[147],"study.":[150],"Through":[151],"analysis":[155],"recent":[167],"years,":[168],"includes":[171],"following":[173],"parts:":[174],"trend":[176],"general":[183],"detection,":[190],"methods":[194],"related":[201],"including":[203],"EBN":[205],"removal.":[213],"study":[216],"will":[217],"offer":[218],"advantages":[219],"researchers":[221],"engaged":[222],"field":[225],"with":[228],"regards":[229]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}