{"id":"https://openalex.org/W2811395593","doi":"https://doi.org/10.1109/fskd.2017.8392908","title":"The analysis of coal safety production monitoring data based on deep learning","display_name":"The analysis of coal safety production monitoring data based on deep learning","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2811395593","doi":"https://doi.org/10.1109/fskd.2017.8392908","mag":"2811395593"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2017.8392908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8392908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-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/A5042837582","display_name":"Anxin Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"An-Xin Zhao","raw_affiliation_strings":["Xi'an University of of Science and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xi'an University of of Science and Technology, Xi'an, China","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042837582"],"corresponding_institution_ids":["https://openalex.org/I110440473"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.25630472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1053","last_page":"1057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9711999893188477,"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"}},"topics":[{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9711999893188477,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9542999863624573,"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/T14042","display_name":"Technology and Security Systems","score":0.9501000046730042,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coal-mining","display_name":"Coal mining","score":0.7492212653160095},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5908287763595581},{"id":"https://openalex.org/keywords/coal","display_name":"Coal","score":0.5568938255310059},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5487551689147949},{"id":"https://openalex.org/keywords/safety-monitoring","display_name":"Safety monitoring","score":0.5287945866584778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5246337056159973},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5173137187957764},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.515528678894043},{"id":"https://openalex.org/keywords/informatization","display_name":"Informatization","score":0.4991464614868164},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.46420368552207947},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4494466781616211},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.41100582480430603},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3817126154899597},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3504478633403778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3312993049621582},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.09942445158958435},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0979737639427185}],"concepts":[{"id":"https://openalex.org/C108615695","wikidata":"https://www.wikidata.org/wiki/Q12880211","display_name":"Coal mining","level":3,"score":0.7492212653160095},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5908287763595581},{"id":"https://openalex.org/C518851703","wikidata":"https://www.wikidata.org/wiki/Q24489","display_name":"Coal","level":2,"score":0.5568938255310059},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5487551689147949},{"id":"https://openalex.org/C2777488183","wikidata":"https://www.wikidata.org/wiki/Q6900510","display_name":"Safety monitoring","level":2,"score":0.5287945866584778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5246337056159973},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5173137187957764},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.515528678894043},{"id":"https://openalex.org/C2776352007","wikidata":"https://www.wikidata.org/wiki/Q181588","display_name":"Informatization","level":2,"score":0.4991464614868164},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.46420368552207947},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4494466781616211},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.41100582480430603},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3817126154899597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3504478633403778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3312993049621582},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.09942445158958435},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0979737639427185},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2017.8392908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2017.8392908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2038194220","https://openalex.org/W2130942839","https://openalex.org/W2431816803","https://openalex.org/W2566066956","https://openalex.org/W2587807052"],"related_works":["https://openalex.org/W2354477035","https://openalex.org/W2391672680","https://openalex.org/W2376289455","https://openalex.org/W2389633260","https://openalex.org/W2372471860","https://openalex.org/W2351004287","https://openalex.org/W2375997218","https://openalex.org/W2368993497","https://openalex.org/W2378981589","https://openalex.org/W2370769285"],"abstract_inverted_index":{"With":[0],"the":[1,8,11,32,37,46,58,67,71,107,114,120,125,141,145,168,173,176,179,186,190,198,205],"integration":[2],"of":[3,31,42,49,74,81,109,122,138,172,178],"informatization":[4],"and":[5,18,21,39,65,90,95,182,192,200],"industrialization":[6],"in":[7,62,106,124,161],"coal":[9,33,50,75,82,206],"industry,":[10],"production":[12,16,22,35,84,170],"automation":[13],"system,":[14],"safety":[15,76,83,169],"monitoring":[17,72,79],"control":[19],"system":[20,24],"scheduling":[23],"have":[25],"been":[26],"gradually":[27],"improved.":[28],"In":[29],"view":[30],"mine":[34,51],"environment,":[36],"analysis":[38],"auxiliary":[40],"prediction":[41,199],"real-time":[43],"data":[44,73,80,171],"were":[45,85,91],"actual":[47],"needs":[48],"on-site":[52],"staff.":[53,207],"Therefore,":[54,150],"this":[55,136,156,162],"paper":[56],"analyzes":[57],"convolution":[59],"neural":[60],"network":[61,99],"deep":[63],"learning,":[64],"combines":[66],"LSTM":[68],"to":[69,154,158,166,196],"train":[70],"production.":[77],"The":[78,98],"collected":[86],"within":[87],"1":[88],"month,":[89],"totaling":[92],"7":[93],"dimensions":[94],"17568":[96],"data.":[97],"initial":[100],"value":[101],"was":[102,105,112,118,128,133,143,148,152],"1e-3,":[103],"droupout":[104],"range":[108,177],"0.5~1.0,":[110],"batch_size":[111],"20,":[113],"training":[115],"time":[116],"step":[117],"60,":[119],"number":[121,132],"neurons":[123],"hidden":[126],"layer":[127],"300,":[129],"LSTM's":[130,139],"lays":[131],"3,":[134],"at":[135],"condition":[137],"parameters,":[140],"results":[142],"best,":[144],"average":[146],"deviation":[147],"8.478%.":[149],"it":[151,184],"feasible":[153],"use":[155,189],"model":[157],"predict":[159,167],"gas":[160],"system.":[163],"So":[164],"as":[165],"mine,":[174],"set":[175],"normal":[180,187],"value,":[181],"if":[183],"exceeds":[185],"range,":[188],"sound":[191],"light":[193],"alarm":[194],"way":[195],"provide":[197],"early":[201],"warning":[202],"assistance":[203],"for":[204]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
