{"id":"https://openalex.org/W4402000640","doi":"https://doi.org/10.25791/aviakosmos.5.2021.1218","title":"APPLICATION OF NEURAL NETWORKS FOR CALCULATING THE FUNCTIONING OF LEVER-FLOAT VALVES IN AVIATION SYSTEMS","display_name":"APPLICATION OF NEURAL NETWORKS FOR CALCULATING THE FUNCTIONING OF LEVER-FLOAT VALVES IN AVIATION SYSTEMS","publication_year":2021,"publication_date":"2021-05-26","ids":{"openalex":"https://openalex.org/W4402000640","doi":"https://doi.org/10.25791/aviakosmos.5.2021.1218"},"language":"ru","primary_location":{"id":"doi:10.25791/aviakosmos.5.2021.1218","doi":"https://doi.org/10.25791/aviakosmos.5.2021.1218","is_oa":false,"landing_page_url":"http://dx.doi.org/10.25791/aviakosmos.5.2021.1218","pdf_url":null,"source":{"id":"https://openalex.org/S4404673727","display_name":"\u0410\u0432\u0438\u0430\u043a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u0431\u043e\u0440\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435.","issn_l":"2073-0020","issn":["2073-0020"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0410\u0432\u0438\u0430\u043a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u0431\u043e\u0440\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4402000640"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.25791/aviakosmos.5.2021.1218","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014220748","display_name":"D. O. Pushkarev","orcid":"https://orcid.org/0000-0003-1549-7585","observed_orcids":["https://orcid.org/0000-0003-1549-7585"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0414.\u041e. \u041f\u0443\u0448\u043a\u0430\u0440\u0435\u0432","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"\u0414.\u042e. \u041a\u0438\u0441\u0435\u043b\u0435\u0432","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0414.\u042e. \u041a\u0438\u0441\u0435\u043b\u0435\u0432","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.6366999745368958,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.6366999745368958,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.1720999926328659,"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/T13954","display_name":"Aerospace Engineering and Applications","score":0.08060000091791153,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9139999747276306},{"id":"https://openalex.org/keywords/aviation-systems","display_name":"aviation systems","score":0.7289999723434448}],"concepts":[{"id":"https://openalex.org/C107524782","wikidata":"https://www.wikidata.org/wiki/Q40164","display_name":"Lever","level":2,"score":0.8475320339202881},{"id":"https://openalex.org/C2780337265","wikidata":"https://www.wikidata.org/wiki/Q185958","display_name":"Float (project management)","level":2,"score":0.7421298027038574},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.6487089395523071},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.6066473126411438},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5192156434059143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4234533905982971},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4021190106868744},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.27864134311676025},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.26709049940109253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21359562873840332},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1959502100944519}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.25791/aviakosmos.5.2021.1218","doi":"https://doi.org/10.25791/aviakosmos.5.2021.1218","is_oa":false,"landing_page_url":"http://dx.doi.org/10.25791/aviakosmos.5.2021.1218","pdf_url":null,"source":{"id":"https://openalex.org/S4404673727","display_name":"\u0410\u0432\u0438\u0430\u043a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u0431\u043e\u0440\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435.","issn_l":"2073-0020","issn":["2073-0020"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u0410\u0432\u0438\u0430\u043a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u0431\u043e\u0440\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435","raw_type":"journal-article"},{"id":"doi:10.25791/aviakosmos.5.2021.1218","doi":"https://doi.org/10.25791/aviakosmos.5.2021.1218","is_oa":true,"landing_page_url":"https://doi.org/10.25791/aviakosmos.5.2021.1218","pdf_url":null,"source":{"id":"https://openalex.org/S7407052515","display_name":"Russian Agency for Digital Standardization","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.25791/aviakosmos.5.2021.1218","doi":"https://doi.org/10.25791/aviakosmos.5.2021.1218","is_oa":true,"landing_page_url":"https://doi.org/10.25791/aviakosmos.5.2021.1218","pdf_url":null,"source":{"id":"https://openalex.org/S7407052515","display_name":"Russian Agency for Digital Standardization","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4318045028","https://openalex.org/W6922449817","https://openalex.org/W4402229255","https://openalex.org/W7008252516","https://openalex.org/W7140288110","https://openalex.org/W2318399893","https://openalex.org/W2042339579","https://openalex.org/W2955047336","https://openalex.org/W2346440914","https://openalex.org/W7163026027"],"abstract_inverted_index":{"\u0412":[0,15,80],"\u0441\u0442\u0430\u0442\u044c\u0435":[1],"\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442\u0441\u044f":[2],"\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438":[3],"\u043f\u043e":[4,116],"\u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044e":[5],"\u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445":[6,19,27],"\u0441\u0435\u0442\u0435\u0439":[7,20,28],"\u043f\u0440\u0438":[8],"\u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438,":[9],"\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435":[10],"\u0438":[11,29,74,96],"\u0438\u0441\u043f\u044b\u0442\u0430\u043d\u0438\u044f\u0445":[12],"\u0440\u044b\u0447\u0430\u0436\u043d\u043e-\u043f\u043e\u043f\u043b\u0430\u0432\u043a\u043e\u0432\u044b\u0445":[13,44],"\u043a\u043b\u0430\u043f\u0430\u043d\u043e\u0432.":[14],"\u0440\u0430\u0431\u043e\u0442\u0435":[16,81],"\u043f\u043e\u043a\u0430\u0437\u0430\u043d\u044b":[17,55],"\u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430":[18],"\u043f\u0435\u0440\u0435\u0434":[21],"\u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438":[22],"\u043c\u0435\u0442\u043e\u0434\u0430\u043c\u0438":[23],"\u0440\u0430\u0441\u0447\u0435\u0442\u0430.":[24,40],"\u0420\u0430\u0437\u043e\u0431\u0440\u0430\u043d\u0430":[25],"\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430":[26],"\u043d\u0435\u0439\u0440\u043e\u043d\u0430,":[30],"\u043f\u043e\u043a\u0430\u0437\u0430\u043d":[31,68],"\u043f\u0440\u0438\u043d\u0446\u0438\u043f":[32,42,64],"\u0440\u0430\u0431\u043e\u0442\u044b":[33],"\u043d\u0435\u0439\u0440\u043e\u043d\u043d\u043e\u0439":[34,66,78,101,120],"\u0441\u0435\u0442\u0438.":[35,79,102,121],"\u041e\u043f\u0438\u0441\u0430\u043d\u044b":[36],"\u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043a\u0438":[37],"\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445":[38],"\u043c\u0435\u0442\u043e\u0434\u043e\u0432":[39],"\u0420\u0430\u0437\u043e\u0431\u0440\u0430\u043d":[41],"\u0440\u0430\u0441\u0447\u0435\u0442\u0430":[43],"\u043a\u043b\u0430\u043f\u0430\u043d\u043e\u0432":[45],"(\u0432":[46],"\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435":[47],"\u043f\u0440\u0438\u043c\u0435\u0440\u0430":[48],"\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0441\u044f":[49],"\u0440\u044b\u0447\u0430\u0436\u043d\u043e-\u043f\u043e\u043f\u043b\u0430\u0432\u043a\u043e\u0432\u044b\u0439":[50],"\u043a\u043b\u0430\u043f\u0430\u043d":[51],"\u0441":[52,94,99],"\u0447\u0435\u0442\u044b\u0440\u044c\u043c\u044f":[53],"\u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u043c\u0438),":[54],"\u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435":[56],"\u0434\u0435\u0442\u0430\u043b\u0438,":[57],"\u043a\u043e\u0442\u043e\u0440\u044b\u0435":[58],"\u043d\u0443\u0436\u043d\u043e":[59],"\u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c":[60],"\u0432":[61,111],"\u0440\u0430\u0441\u0447\u0435\u0442\u0435.":[62],"\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d":[63],"\u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f":[65],"\u0441\u0435\u0442\u0438,":[67],"\u043a\u0430\u043a":[69,83,105],"\u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0434\u0435\u043d":[70],"\u0430\u043d\u0430\u043b\u0438\u0437":[71,91],"\u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445":[72],"\u0434\u0430\u043d\u043d\u044b\u0445":[73],"\u043f\u043e\u0434\u0431\u043e\u0440":[75],"\u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432":[76],"\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f":[77],"\u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e":[82],"\u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0443\u044e\u0442":[84],"\u043c\u0435\u0436\u0434\u0443":[85,92],"\u0441\u043e\u0431\u043e\u0439":[86],"\u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b":[87],"\u0438\u0437\u0434\u0435\u043b\u0438\u044f.":[88],"\u0412\u044b\u043f\u043e\u043b\u043d\u0435\u043d":[89],"\u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439":[90],"\u0434\u0430\u043d\u043d\u044b\u043c\u0438":[93],"\u0438\u0441\u043f\u044b\u0442\u0430\u043d\u0438\u0439":[95],"\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c\u0438,":[97],"\u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u043d\u043d\u044b\u043c\u0438":[98],"\u043f\u043e\u043c\u043e\u0449\u044c\u044e":[100],"\u041f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u044b":[103],"\u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438,":[104],"\u043c\u043e\u0436\u043d\u043e":[106],"\u043f\u0440\u0438\u043c\u0435\u043d\u0438\u0442\u044c":[107],"\u0434\u0430\u043d\u043d\u0443\u044e":[108],"\u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0443\u044e":[109],"\u0441\u0435\u0442\u044c":[110],"\u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0438\u043c,":[112],"\u0430":[113],"\u0442\u0430\u043a\u0436\u0435":[114],"\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435":[115],"\u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044e":[117],"\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0439":[118],"\u043c\u043e\u0434\u0435\u043b\u0438":[119],"The":[122,140,152,172,180,214,244],"article":[123],"analyzes":[124],"the":[125,132,143,162,184,201,210,227,233,248,251,263,267,286,294],"possibilities":[126],"of":[127,137,145,154,164,166,174,182,216,229,235,250],"using":[128,270],"neural":[129,146,155,168,219,240,272,280,296],"networks":[130,147,156],"in":[131,209,285],"design,":[133],"production":[134],"and":[135,157,232,266],"testing":[136],"lever-float":[138,185,191],"valves.":[139],"paper":[141],"shows":[142,246],"advantages":[144],"over":[148],"classical":[149],"calculation":[150,176,211],"methods.":[151],"structure":[153],"a":[158,167,218,239,271],"neuron":[159],"is":[160,170,221,224,242],"disassembled,":[161],"principle":[163,181,215],"operation":[165],"network":[169,220,241,281,297],"shown.":[171,213],"disadvantages":[173],"existing":[175,295],"methods":[177],"are":[178,212,275],"described.":[179],"calculating":[183],"valves":[186],"has":[187],"been":[188],"analyzed":[189],"(a":[190],"valve":[192],"with":[193,254],"four":[194],"elements":[195],"was":[196,260],"used":[197],"as":[198,288,290],"an":[199],"example),":[200],"main":[202],"details":[203],"that":[204],"need":[205],"to":[206],"be":[207,283],"considered":[208],"constructing":[217],"considered,":[222],"it":[223],"shown":[225],"how":[226,247,278],"analysis":[228,259],"statistical":[230],"data":[231,265],"selection":[234],"parameters":[236,249],"for":[237,292],"training":[238],"performed.":[243],"work":[245],"product":[252],"interact":[253],"each":[255],"other.":[256],"A":[257],"comparative":[258],"performed":[261],"between":[262],"test":[264],"results":[268],"calculated":[269],"network.":[273],"Recommendations":[274],"given":[276],"on":[277],"this":[279],"can":[282],"applied":[284],"future,":[287],"well":[289],"directions":[291],"improving":[293],"model.":[298]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2024-08-30T00:00:00"}
