{"id":"https://openalex.org/W4312593167","doi":"https://doi.org/10.1109/access.2022.3221817","title":"Intelligent Detection Method for Froth Flotation Based on YOLOv5","display_name":"Intelligent Detection Method for Froth Flotation Based on YOLOv5","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312593167","doi":"https://doi.org/10.1109/access.2022.3221817"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3221817","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3221817","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09947077.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/9668973/09947077.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081734219","display_name":"Guan Changliang","orcid":"https://orcid.org/0000-0002-3574-5550"},"institutions":[{"id":"https://openalex.org/I4391768181","display_name":"State Key Laboratory of Mineral Processing","ror":"https://ror.org/02edjvw12","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210108870","https://openalex.org/I4391768181"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changliang Guan","raw_affiliation_strings":["Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","Zijin Mining Group Company Ltd., Daxing District, Beijing, China","State Key Laboratory of Mineral Processing, Daxing District, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3574-5550","affiliations":[{"raw_affiliation_string":"Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","institution_ids":[]},{"raw_affiliation_string":"Zijin Mining Group Company Ltd., Daxing District, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Mineral Processing, Daxing District, Beijing, China","institution_ids":["https://openalex.org/I4391768181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038881881","display_name":"Guoliang Cai","orcid":"https://orcid.org/0000-0002-2959-3175"},"institutions":[{"id":"https://openalex.org/I4391768181","display_name":"State Key Laboratory of Mineral Processing","ror":"https://ror.org/02edjvw12","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210108870","https://openalex.org/I4391768181"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoliang Cai","raw_affiliation_strings":["Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","State Key Laboratory of Mineral Processing, Daxing District, Beijing, China","Zijin Mining Group Company Ltd., Daxing District, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Mineral Processing, Daxing District, Beijing, China","institution_ids":["https://openalex.org/I4391768181"]},{"raw_affiliation_string":"Zijin Mining Group Company Ltd., Daxing District, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022031091","display_name":"Feiyang Xu","orcid":"https://orcid.org/0000-0002-5159-6057"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feiyang Xu","raw_affiliation_strings":["Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","Zijin Mining Group Company Ltd., Daxing District, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","institution_ids":[]},{"raw_affiliation_string":"Zijin Mining Group Company Ltd., Daxing District, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016103042","display_name":"Xinghua Li","orcid":"https://orcid.org/0000-0003-0788-960X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinghua Li","raw_affiliation_strings":["Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","Zijin Mining Group Company Ltd., Daxing District, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0788-960X","affiliations":[{"raw_affiliation_string":"Zijin Zhikong (Xiamen) Technology Company Ltd., Xiamen, China","institution_ids":[]},{"raw_affiliation_string":"Zijin Mining Group Company Ltd., Daxing District, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4029,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58333333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"120690","last_page":"120701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11401","display_name":"Minerals Flotation and Separation Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11401","display_name":"Minerals Flotation and Separation Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9847999811172485,"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/T13341","display_name":"Belt Conveyor Systems Engineering","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"}}],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6931635141372681},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6908801794052124},{"id":"https://openalex.org/keywords/gradation","display_name":"Gradation","score":0.6748802661895752},{"id":"https://openalex.org/keywords/froth-flotation","display_name":"Froth flotation","score":0.5749711990356445},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.5016789436340332},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4427976906299591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3559865355491638},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2000587284564972},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12325146794319153}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6931635141372681},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6908801794052124},{"id":"https://openalex.org/C29314403","wikidata":"https://www.wikidata.org/wiki/Q15637103","display_name":"Gradation","level":2,"score":0.6748802661895752},{"id":"https://openalex.org/C154366045","wikidata":"https://www.wikidata.org/wiki/Q898459","display_name":"Froth flotation","level":2,"score":0.5749711990356445},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.5016789436340332},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4427976906299591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3559865355491638},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2000587284564972},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12325146794319153},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3221817","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3221817","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09947077.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a047b249e17a4ab4976b84d8a361deb6","is_oa":true,"landing_page_url":"https://doaj.org/article/a047b249e17a4ab4976b84d8a361deb6","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 10, Pp 120690-120701 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3221817","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3221817","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09947077.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1469484475","display_name":null,"funder_award_id":"2021YFC2902705","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312593167.pdf","grobid_xml":"https://content.openalex.org/works/W4312593167.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1521896855","https://openalex.org/W1686810756","https://openalex.org/W1989818371","https://openalex.org/W1996590336","https://openalex.org/W2003803119","https://openalex.org/W2004648841","https://openalex.org/W2011224408","https://openalex.org/W2031363053","https://openalex.org/W2071968848","https://openalex.org/W2090550198","https://openalex.org/W2102605133","https://openalex.org/W2108603257","https://openalex.org/W2113601945","https://openalex.org/W2194775991","https://openalex.org/W2570343428","https://openalex.org/W2593539516","https://openalex.org/W2603203130","https://openalex.org/W2605982830","https://openalex.org/W2606004785","https://openalex.org/W2618530766","https://openalex.org/W2904497035","https://openalex.org/W2919115771","https://openalex.org/W2963037989","https://openalex.org/W2991359031","https://openalex.org/W2991363140","https://openalex.org/W2997747012","https://openalex.org/W3018757597","https://openalex.org/W3022917557","https://openalex.org/W3026547434","https://openalex.org/W3036375271","https://openalex.org/W3106228955","https://openalex.org/W3109055651","https://openalex.org/W3122893743","https://openalex.org/W3134063659","https://openalex.org/W3140922383","https://openalex.org/W3158114921","https://openalex.org/W3174283074","https://openalex.org/W3174389852","https://openalex.org/W3174873843","https://openalex.org/W3177452840","https://openalex.org/W3202632960","https://openalex.org/W4290715466","https://openalex.org/W4293584584","https://openalex.org/W6637373629","https://openalex.org/W6676234731","https://openalex.org/W6750227808","https://openalex.org/W6766860876","https://openalex.org/W6770715449","https://openalex.org/W6777046832","https://openalex.org/W6788870397"],"related_works":["https://openalex.org/W3008501339","https://openalex.org/W2203140588","https://openalex.org/W3016851930","https://openalex.org/W4385255443","https://openalex.org/W2354877215","https://openalex.org/W654369906","https://openalex.org/W3000384305","https://openalex.org/W2290364732","https://openalex.org/W4367322395","https://openalex.org/W2190077958"],"abstract_inverted_index":{"YOLOv5":[0,15],"based":[1,8,16,124],"flotation":[2,28,62,66,79,98,117,158,168],"foam":[3,63],"intelligent":[4],"detection":[5,87],"method":[6,82],"is":[7,83],"on":[9,125],"machine":[10],"vision":[11],"technology,":[12],"and":[13,37,50,57,71,77,88,109,121,151,161],"uses":[14],"deep":[17],"learning":[18],"framework":[19],"to":[20,128,147],"tackle":[21],"the":[22,35,39,48,61,65,97,106,111,116,132,137,149,155],"problem":[23],"of":[24,27,34,60,92,115,140,157,173],"data":[25,45,73,127,164],"mining":[26,174],"froth.":[29],"It":[30],"provides":[31,69],"real-time":[32,43],"video":[33],"foam,":[36],"at":[38],"same":[40],"time":[41],"extracts":[42],"status":[44],"such":[46],"as":[47],"size":[49],"gradation":[51],"ratio,":[52],"flow":[53,55],"direction,":[54],"rate,":[56,153],"life":[58],"cycle":[59],"for":[64,75,166],"staff.":[67],"This":[68],"effective":[70],"accurate":[72],"support":[74,165],"standardizing":[76],"optimizing":[78],"control.":[80],"The":[81,144],"equipped":[84],"with":[85],"automatic":[86],"control":[89,112,133,170],"reference":[90,113],"functions":[91],"abnormal":[93,141],"working":[94,99,142],"conditions.":[95,143],"When":[96],"condition":[100],"changes,":[101],"it":[102],"will":[103],"automatically":[104],"prompt":[105],"process":[107,159,169],"operators":[108],"output":[110],"value":[114],"tank":[118],"liquid":[119],"level":[120],"air":[122],"intake":[123],"historical":[126],"assist":[129],"in":[130,171],"adjusting":[131],"strategy,":[134],"thereby":[135],"improving":[136],"response":[138],"speed":[139],"system":[145],"helps":[146],"stabilize":[148],"production":[150],"operation":[152],"improve":[154],"stability":[156],"control,":[160],"provide":[162],"strong":[163],"fine":[167],"concentrators":[172],"companies.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
