{"id":"https://openalex.org/W4387623726","doi":"https://doi.org/10.1109/tim.2023.3316250","title":"A Novel Coal-Gangue Recognition Method for Top Coal Caving Face Based on IALO-VMD and Improved MobileNetV2 Network","display_name":"A Novel Coal-Gangue Recognition Method for Top Coal Caving Face Based on IALO-VMD and Improved MobileNetV2 Network","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387623726","doi":"https://doi.org/10.1109/tim.2023.3316250"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3316250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3316250","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","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/A5038017696","display_name":"Lei Si","orcid":"https://orcid.org/0000-0002-4087-9430"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Si","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4087-9430","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088032777","display_name":"Jiahao Li","orcid":"https://orcid.org/0000-0003-4511-3378"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahao Li","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4511-3378","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827557","display_name":"Zhongbin Wang","orcid":"https://orcid.org/0000-0003-1473-8359"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongbin Wang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1473-8359","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020174269","display_name":"Dong Wei","orcid":"https://orcid.org/0000-0001-8616-2040"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Wei","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8616-2040","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068438203","display_name":"Jinheng Gu","orcid":"https://orcid.org/0000-0002-9086-2282"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinheng Gu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9086-2282","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784447","display_name":"Xin Li","orcid":"https://orcid.org/0000-0003-1131-5772"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1131-5772","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091633531","display_name":"Lin Meng","orcid":"https://orcid.org/0000-0002-3750-921X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Meng","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3750-921X","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7383,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94029043,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9977999925613403,"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":0.9977999925613403,"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/T10161","display_name":"Rock Mechanics and Modeling","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9578999876976013,"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/coal","display_name":"Coal","score":0.6658276319503784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5171360373497009},{"id":"https://openalex.org/keywords/gangue","display_name":"Gangue","score":0.5017025470733643},{"id":"https://openalex.org/keywords/coal-mining","display_name":"Coal mining","score":0.48389801383018494},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4425329864025116},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4229316711425781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40754133462905884},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35981613397598267},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.3492240309715271}],"concepts":[{"id":"https://openalex.org/C518851703","wikidata":"https://www.wikidata.org/wiki/Q24489","display_name":"Coal","level":2,"score":0.6658276319503784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5171360373497009},{"id":"https://openalex.org/C7028197","wikidata":"https://www.wikidata.org/wiki/Q1061670","display_name":"Gangue","level":2,"score":0.5017025470733643},{"id":"https://openalex.org/C108615695","wikidata":"https://www.wikidata.org/wiki/Q12880211","display_name":"Coal mining","level":3,"score":0.48389801383018494},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4425329864025116},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4229316711425781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40754133462905884},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35981613397598267},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.3492240309715271},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3316250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3316250","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1931417358","display_name":null,"funder_award_id":"52074271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3442739442","display_name":null,"funder_award_id":"2020T130696","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4900165529","display_name":null,"funder_award_id":"52174152","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7682521186","display_name":null,"funder_award_id":"BK20211245","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2057279380","https://openalex.org/W2370897443","https://openalex.org/W2525467517","https://openalex.org/W2884585870","https://openalex.org/W2889746422","https://openalex.org/W2902000023","https://openalex.org/W2942311472","https://openalex.org/W2963163009","https://openalex.org/W2963420686","https://openalex.org/W2998506103","https://openalex.org/W3028057187","https://openalex.org/W3081074546","https://openalex.org/W3082843304","https://openalex.org/W3093651166","https://openalex.org/W3119656643","https://openalex.org/W3142420316","https://openalex.org/W3181764854","https://openalex.org/W3199765050","https://openalex.org/W3202542180","https://openalex.org/W4200493430","https://openalex.org/W4205387743","https://openalex.org/W4221045681","https://openalex.org/W4281399643","https://openalex.org/W4283769209","https://openalex.org/W4287319289","https://openalex.org/W4294558809","https://openalex.org/W4295079615","https://openalex.org/W4307130897","https://openalex.org/W4309077464","https://openalex.org/W4310875092","https://openalex.org/W4312193460","https://openalex.org/W4316021891","https://openalex.org/W4319656773","https://openalex.org/W4324045139","https://openalex.org/W4366829136","https://openalex.org/W6753412334"],"related_works":["https://openalex.org/W2375677716","https://openalex.org/W3193915084","https://openalex.org/W2365913310","https://openalex.org/W2388642076","https://openalex.org/W2360414980","https://openalex.org/W2375599394","https://openalex.org/W2360530914","https://openalex.org/W2377388210","https://openalex.org/W2361569508","https://openalex.org/W3042396875"],"abstract_inverted_index":{"Accurate":[0],"and":[1,6,14,44,55,68,85,116,128,133,162,215,218],"rapid":[2],"recognition":[3,28,177,210],"of":[4,51,83,88,151,157,183,206],"coal":[5,19,223],"gangue":[7],"is":[8,30,76,103,139,160,186],"an":[9,143,148],"important":[10],"prerequisite":[11],"for":[12,60,110],"safe":[13],"efficient":[15],"mining":[16],"in":[17],"top":[18,222],"caving":[20,224],"face.":[21],"In":[22],"this":[23],"paper,":[24],"a":[25],"novel":[26],"coal-gangue":[27,145,152,176,209],"method":[29,178],"put":[31],"forward":[32],"based":[33,137],"on":[34],"improved":[35,45,135],"ant-lion":[36],"optimization":[37],"algorithm":[38],"(IALO),":[39],"variational":[40],"modal":[41],"decomposition":[42],"(VMD)":[43],"MobileNetV2":[46,122,136],"network.":[47],"Firstly,":[48],"two":[49],"strategies":[50],"trap":[52],"boundary":[53],"adjustment":[54],"chaotic":[56],"mapping":[57,102],"are":[58,119,166],"designed":[59],"ALO":[61],"to":[62,78,105,123,141,191],"sufficiently":[63],"explore":[64],"the":[65,80,86,99,125,130,134,154,174,180,192,202,207],"solution":[66],"space":[67],"prevent":[69],"falling":[70],"into":[71],"local":[72],"optimization.":[73],"Subsequently,":[74],"IALO":[75],"employed":[77],"search":[79],"optimal":[81],"parameters":[82],"VMD":[84],"superiority":[87],"IALO-VMD":[89],"can":[90,212,216],"be":[91],"reasonably":[92],"embodied":[93],"through":[94],"some":[95],"simulation":[96],"analysis.":[97],"Then,":[98],"vibration":[100],"signal-image":[101],"performed":[104],"produce":[106],"rich":[107],"sample":[108],"data":[109],"MobileNetV2.":[111,194],"The":[112,169,195],"coordinate":[113],"attention":[114],"mechanism":[115],"Inception":[117],"structure":[118],"combined":[120],"with":[121],"accelerate":[124],"training":[126],"speed":[127],"improve":[129],"classification":[131],"accuracy,":[132],"classifier":[138],"constructed":[140],"fulfill":[142],"automatic":[144],"recognition.":[146],"Finally,":[147],"experimental":[149],"platform":[150],"impacting":[153],"tail":[155],"beam":[156],"hydraulic":[158],"support":[159],"built":[161],"many":[163],"comparison":[164],"experiments":[165],"carried":[167],"out.":[168],"experiment":[170],"results":[171,199],"indicate":[172],"that":[173,201],"proposed":[175,208],"has":[179],"prediction":[181,204],"accuracy":[182,205],"99.66%,":[184],"which":[185],"increased":[187],"by":[188],"1.43%":[189],"compared":[190],"classical":[193],"underground":[196],"on-site":[197],"testing":[198],"show":[200],"average":[203],"model":[211],"exceed":[213],"93%,":[214],"effectively":[217],"accurately":[219],"distinguish":[220],"different":[221],"states.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":16}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}