{"id":"https://openalex.org/W3211397501","doi":"https://doi.org/10.1109/access.2021.3128550","title":"Intelligent Decision System for Vertical Shaft Blasting Scheme Based on Knowledge Base and Its Application","display_name":"Intelligent Decision System for Vertical Shaft Blasting Scheme Based on Knowledge Base and Its Application","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3211397501","doi":"https://doi.org/10.1109/access.2021.3128550","mag":"3211397501"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3128550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3128550","pdf_url":null,"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://doi.org/10.1109/access.2021.3128550","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101763007","display_name":"Xinmin Ma","orcid":"https://orcid.org/0000-0003-4739-4193"},"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":true,"raw_author_name":"Xinmin Ma","raw_affiliation_strings":["School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100372089","display_name":"Yue Wang","orcid":"https://orcid.org/0000-0003-0146-7262"},"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":"Yue Wang","raw_affiliation_strings":["School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing, China","School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing 100083, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073464583","display_name":"Tianshu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I104234503","display_name":"Hokkaido University of Science","ror":"https://ror.org/05gqsa340","country_code":"JP","type":"education","lineage":["https://openalex.org/I104234503"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tianshu Lin","raw_affiliation_strings":["Capital Airport Group Co., Ltd., Beijing, China","Institute of Technology, Hokkaido University, Hokkaido 06086282, Japan"],"affiliations":[{"raw_affiliation_string":"Capital Airport Group Co., Ltd., Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Technology, Hokkaido University, Hokkaido 06086282, Japan","institution_ids":["https://openalex.org/I104234503"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084135584","display_name":"Liyun Yang","orcid":"https://orcid.org/0000-0002-8047-3398"},"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":"Liyun Yang","raw_affiliation_strings":["School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing, China","School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing 100083, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Mechanics and Civil Engineering, China University of Mining and Technology, Beijing 100083, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101763007"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4506,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.59879687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"163831","last_page":"163842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9901999831199646,"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":0.9901999831199646,"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":0.9746000170707703,"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":0.9742000102996826,"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/expert-system","display_name":"Expert system","score":0.7126569151878357},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6624370217323303},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.6493308544158936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5995819568634033},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.562349259853363},{"id":"https://openalex.org/keywords/inference-engine","display_name":"Inference engine","score":0.5458751320838928},{"id":"https://openalex.org/keywords/rock-blasting","display_name":"Rock blasting","score":0.506590723991394},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.48434698581695557},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.4281764328479767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4067443907260895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3244130611419678},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2690053880214691},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.252891480922699},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.209663987159729},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.13572195172309875},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13176453113555908}],"concepts":[{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.7126569151878357},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6624370217323303},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6493308544158936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5995819568634033},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.562349259853363},{"id":"https://openalex.org/C46743427","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference engine","level":3,"score":0.5458751320838928},{"id":"https://openalex.org/C50933969","wikidata":"https://www.wikidata.org/wiki/Q2891954","display_name":"Rock blasting","level":2,"score":0.506590723991394},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.48434698581695557},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4281764328479767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4067443907260895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3244130611419678},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2690053880214691},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.252891480922699},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.209663987159729},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.13572195172309875},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13176453113555908},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3128550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3128550","pdf_url":null,"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:d9dc04b2911b4942960387d594f59e23","is_oa":true,"landing_page_url":"https://doaj.org/article/d9dc04b2911b4942960387d594f59e23","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":"IEEE Access, Vol 9, Pp 163831-163842 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3128550","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3128550","pdf_url":null,"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/G8390440479","display_name":null,"funder_award_id":"52074301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W254128666","https://openalex.org/W1516346799","https://openalex.org/W2020041534","https://openalex.org/W2101881769","https://openalex.org/W2148696696","https://openalex.org/W2148853385","https://openalex.org/W2152195021","https://openalex.org/W2253514452","https://openalex.org/W2348407317","https://openalex.org/W2359138379","https://openalex.org/W2377884168","https://openalex.org/W2383173120","https://openalex.org/W2386569555","https://openalex.org/W2749795668","https://openalex.org/W2788164529","https://openalex.org/W3105324257","https://openalex.org/W6705013618","https://openalex.org/W6786362995"],"related_works":["https://openalex.org/W2743849214","https://openalex.org/W2576952456","https://openalex.org/W2617115970","https://openalex.org/W2395092600","https://openalex.org/W2382052616","https://openalex.org/W1993031469","https://openalex.org/W632005469","https://openalex.org/W2911435924","https://openalex.org/W1600587869","https://openalex.org/W4248816988"],"abstract_inverted_index":{"Due":[0],"to":[1,26,95],"the":[2,10,12,15,28,39,54,69,75,78,84,96,100,116,120,123,127,140,216,227,231,237,241,248,255,264],"complex":[3],"and":[4,32,59,93,110,131,152,159,172,179,186,263],"changeable":[5],"surrounding":[6,103],"rock":[7,105],"geology":[8],"of":[9,14,47,56,72,77,89,98,102,122,143,234,240],"shaft,":[11],"design":[13,45,76,195,202],"shaft":[16,49,193,206,284],"blasting":[17,29,50,79,124,194,207,229,285],"is":[18,24,63,208,244,251,259,268,275],"affected":[19],"by":[20,210,246,253,261,270],"many":[21],"factors.":[22],"It":[23],"difficult":[25],"determine":[27],"parameters":[30],"scientifically":[31],"reasonably":[33],"using":[34,211],"traditional":[35,228],"methods.":[36],"Aiming":[37],"at":[38],"above":[40],"key":[41,117],"technical":[42],"problems,":[43],"a":[44,148,187,199,279],"method":[46,142],"vertical":[48,192,205,283],"scheme":[51,239],"based":[52,82,166],"on":[53,83,167],"integration":[55],"knowledge":[57,129,145,157,164],"base":[58,130,146,165],"artificial":[60],"intelligence":[61],"(AI)":[62],"proposed":[64],"in":[65,221,236],"this":[66],"paper.":[67],"Firstly,":[68],"characteristic":[70],"weight":[71],"factors":[73],"affecting":[74],"was":[80,196],"obtained":[81],"analytic":[85],"hierarchy":[86],"process":[87],"(AHP)":[88],"particle":[90],"swarm":[91],"optimization,":[92],"according":[94],"experience":[97],"experts,":[99],"type":[101],"rock,":[104],"sturdiness":[106],"coefficient(f),":[107],"section":[108],"shape,":[109],"gross":[111],"diameter":[112],"were":[113,184],"selected":[114],"as":[115],"indicator":[118],"for":[119,191,204,282],"decision-making":[121],"scheme.":[125],"Secondly,":[126],"expert":[128,163,168],"inference":[132],"machine":[133,190],"are":[134],"established.":[135,197],"This":[136],"paper":[137],"puts":[138],"forward":[139],"research":[141],"integrating":[144],"with":[147,156,226],"relational":[149],"database,":[150],"describes":[151],"expresses":[153],"information":[154],"content":[155],"attributes,":[158],"establishes":[160],"an":[161],"explosion":[162],"experience,":[169],"industry":[170],"norms,":[171],"typical":[173],"cases.":[174],"The":[175,272],"cyclic":[176],"search":[177],"algorithm":[178],"production":[180],"rule":[181],"reasoning":[182,189],"strategy":[183],"developed,":[185],"hybrid":[188],"Then,":[198],"visual":[200],"intelligent":[201],"system":[203,217,242],"established":[209],"computer":[212],"development":[213],"technology.":[214],"Finally,":[215],"has":[218],"been":[219],"applied":[220],"Jinzhuang":[222],"Coal":[223],"Mine.":[224],"Compared":[225],"scheme,":[230],"total":[232],"number":[233],"holes":[235],"optimized":[238],"model":[243],"reduced":[245,269],"8.39%,":[247],"single-cycle":[249],"progress":[250],"increased":[252,260],"11.1%,":[254],"hole":[256],"utilization":[257],"rate":[258],"10%,":[262],"unit":[265],"explosive":[266],"consumption":[267],"15.57%,":[271],"comprehensive":[273],"effect":[274],"good,":[276],"it":[277],"provides":[278],"new":[280],"way":[281],"design.":[286]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}