{"id":"https://openalex.org/W7166323941","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","title":"Neuro-Fuzzy Control of Spray Drying Food Machine","display_name":"Neuro-Fuzzy Control of Spray Drying Food Machine","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W7166323941","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf"},"language":"en","primary_location":{"id":"doi:10.55056/ceur-ws.org/vol-3373/paper4.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","source":{"id":"https://openalex.org/S7407088945","display_name":"International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3373: Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W7166323941"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011124791","display_name":"Kateryna Zubkova","orcid":"https://orcid.org/0000-0002-8672-0855","observed_orcids":["https://orcid.org/0000-0002-8672-0855"]},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Katerina Zubkova","raw_affiliation_strings":["Kherson National Technical University , 24 Berislav Road , Kherson , 73008 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-8672-0855","affiliations":[{"raw_affiliation_string":"Kherson National Technical University , 24 Berislav Road , Kherson , 73008 , Ukraine","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016479658","display_name":"Volodymyr Sherstjuk","orcid":"https://orcid.org/0000-0002-9096-2582","observed_orcids":["https://orcid.org/0000-0002-9096-2582"]},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Sherstjuk","raw_affiliation_strings":["Kherson National Technical University , 24 Berislav Road , Kherson , 73008 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-9096-2582","affiliations":[{"raw_affiliation_string":"Kherson National Technical University , 24 Berislav Road , Kherson , 73008 , Ukraine","institution_ids":["https://openalex.org/I118493624"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118493624"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"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":null,"first_page":"129","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9223999977111816,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9223999977111816,"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":0.0357000008225441,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.03359999880194664,"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/spray-drying","display_name":"spray drying","score":0.8080000281333923},{"id":"https://openalex.org/keywords/tomato-powder","display_name":"tomato powder","score":0.9020000100135803},{"id":"https://openalex.org/keywords/neuro-fuzzy-control","display_name":"neuro-fuzzy control","score":0.9779999852180481},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.9869999885559082},{"id":"https://openalex.org/keywords/takagi-sugeno-fuzzy-model","display_name":"Takagi-Sugeno fuzzy model","score":0.8579999804496765},{"id":"https://openalex.org/keywords/intelligent-control","display_name":"intelligent control","score":0.7680000066757202},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.8289999961853027},{"id":"https://openalex.org/keywords/image-recognition","display_name":"image recognition","score":0.8270000219345093},{"id":"https://openalex.org/keywords/infrared-sensors","display_name":"infrared sensors","score":0.906000018119812},{"id":"https://openalex.org/keywords/process-deviation-detection","display_name":"process deviation detection","score":0.6010000109672546},{"id":"https://openalex.org/keywords/superheated-droplets","display_name":"superheated droplets","score":0.972000002861023}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6852999925613403},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5666999816894531},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5424000024795532},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5220000147819519},{"id":"https://openalex.org/C82327864","wikidata":"https://www.wikidata.org/wiki/Q835100","display_name":"Intelligent control","level":2,"score":0.515500009059906},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5055000185966492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4977000057697296},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49540001153945923},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.460099995136261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4438000023365021},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.43700000643730164},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.41620001196861267},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.35089999437332153},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.3450999855995178},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.33570000529289246},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.32710000872612},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.3197000026702881},{"id":"https://openalex.org/C2779587474","wikidata":"https://www.wikidata.org/wiki/Q1066303","display_name":"Spray drying","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C92991967","wikidata":"https://www.wikidata.org/wiki/Q7644329","display_name":"Supervisory control","level":3,"score":0.3163999915122986},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C132815061","wikidata":"https://www.wikidata.org/wiki/Q592813","display_name":"Infrared heater","level":3,"score":0.31049999594688416},{"id":"https://openalex.org/C167123822","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automatic control","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2935999929904938},{"id":"https://openalex.org/C37374048","wikidata":"https://www.wikidata.org/wiki/Q188674","display_name":"Programmable logic controller","level":2,"score":0.290800005197525},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.2847000062465668},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.27239999175071716}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55056/ceur-ws.org/vol-3373/paper4.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","source":{"id":"https://openalex.org/S7407088945","display_name":"International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3373: Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.55056/ceur-ws.org/vol-3373/paper4.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper4.pdf","source":{"id":"https://openalex.org/S7407088945","display_name":"International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CEUR Workshop Proceedings, Vol-3373: Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5666999816894531,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166323941.pdf","grobid_xml":"https://content.openalex.org/works/W7166323941.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W205887363","https://openalex.org/W2019207321","https://openalex.org/W2079325629","https://openalex.org/W2121594306","https://openalex.org/W2346013321","https://openalex.org/W2570488297","https://openalex.org/W2616314907","https://openalex.org/W2747941871","https://openalex.org/W2931853660","https://openalex.org/W2973887790","https://openalex.org/W3015355998","https://openalex.org/W3045959213","https://openalex.org/W3097732226","https://openalex.org/W3119617892","https://openalex.org/W3160668903","https://openalex.org/W4200084264","https://openalex.org/W4200390306","https://openalex.org/W4200589679","https://openalex.org/W4221095456","https://openalex.org/W4229444480","https://openalex.org/W4285007810","https://openalex.org/W4285387186","https://openalex.org/W4294817219","https://openalex.org/W4306726700"],"related_works":["https://openalex.org/W4381195539","https://openalex.org/W7141726166","https://openalex.org/W2368682075","https://openalex.org/W2219379325","https://openalex.org/W159964141","https://openalex.org/W3134702043","https://openalex.org/W2147786698","https://openalex.org/W1941896739","https://openalex.org/W2150586638","https://openalex.org/W7203758303"],"abstract_inverted_index":{"The":[0,50,129,147,161],"paper":[1],"is":[2,24,29,34,37],"devoted":[3],"to":[4,40,47,55,89],"the":[5,13,21,27,32,62,72,91,106,112,116,124,136,157,172],"development":[6,51],"of":[7,64,93,97,108,181],"an":[8],"intelligent":[9,174],"control":[10,48,175],"system":[11,176],"for":[12,67],"spray":[14,167],"drying":[15,168],"machine":[16,169],"producing":[17],"tomato":[18,98,179],"powder.":[19],"Since":[20],"technological":[22],"process":[23,113],"quite":[25],"complex,":[26],"input":[28],"uncertain,":[30],"and":[31,75,101,154],"output":[33],"unpredictable,":[35],"there":[36],"no":[38],"possibility":[39],"use":[41],"mathematical":[42],"or":[43],"other":[44],"formal":[45],"models":[46],"it.":[49],"task":[52],"was":[53,87,127,132,151,163],"proposed":[54],"be":[56],"solved":[57],"in":[58,111],"two":[59],"stages.":[60],"At":[61,115],"stage":[63],"perception,":[65],"methods":[66],"recognizing":[68],"images":[69],"captured":[70],"by":[71,140],"electro-":[73],"optical":[74],"infrared":[76],"sensors":[77],"were":[78],"used.":[79],"A":[80],"four-layer":[81],"fully":[82],"connected":[83],"backpropagation":[84],"neural":[85,145],"network":[86],"used":[88],"identify":[90],"state":[92],"a":[94,119,141,166],"mixture":[95],"consisting":[96],"paste":[99],"particles":[100],"superheated":[102],"droplets,":[103],"which":[104],"allows":[105],"detection":[107],"some":[109],"deviation":[110],"flow.":[114],"decision-making":[117],"stage,":[118],"neuro-fuzzy":[120,130,149],"approach":[121],"based":[122,134],"on":[123,135],"Sugeno":[125],"model":[126,138],"chosen.":[128],"controller":[131,150],"implemented":[133],"ANFIS":[137],"represented":[139],"five-layer":[142],"forward":[143],"propagation":[144],"network.":[146],"ANFIS-based":[148],"modeled,":[152],"generated,":[153],"trained":[155],"using":[156],"Fuzzy":[158],"Logic":[159],"Toolbox.":[160],"experiment":[162],"shown":[164],"that":[165,187],"equipped":[170],"with":[171],"developed":[173],"can":[177],"produce":[178],"powder":[180],"high":[182],"quality":[183],"without":[184],"human":[185],"intervention":[186],"excludes":[188],"operator":[189],"errors.":[190]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-06-28T00:00:00"}