{"id":"https://openalex.org/W7127619084","doi":"https://doi.org/10.52653/ppi.2026.2.2.006","title":"\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0432 \u043f\u0438\u0449\u0435\u0432\u043e\u0439 \u0438 \u0443\u043f\u0430\u043a\u043e\u0432\u043e\u0447\u043d\u043e\u0439 \u043e\u0442\u0440\u0430\u0441\u043b\u0438: \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0438 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u044b. \u0427\u0430\u0441\u0442\u044c 2","display_name":"\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0432 \u043f\u0438\u0449\u0435\u0432\u043e\u0439 \u0438 \u0443\u043f\u0430\u043a\u043e\u0432\u043e\u0447\u043d\u043e\u0439 \u043e\u0442\u0440\u0430\u0441\u043b\u0438: \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0438 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u044b. \u0427\u0430\u0441\u0442\u044c 2","publication_year":2026,"publication_date":"2026-02-04","ids":{"openalex":"https://openalex.org/W7127619084","doi":"https://doi.org/10.52653/ppi.2026.2.2.006"},"language":"ru","primary_location":{"id":"doi:10.52653/ppi.2026.2.2.006","doi":"https://doi.org/10.52653/ppi.2026.2.2.006","is_oa":false,"landing_page_url":"https://doi.org/10.52653/ppi.2026.2.2.006","pdf_url":null,"source":{"id":"https://openalex.org/S4210220923","display_name":"Food processing industry","issn_l":"0235-2486","issn":["0235-2486"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"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":"Food processing industry","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5048883264","display_name":"Y. A. Filinskaya","orcid":"https://orcid.org/0000-0002-2307-6046","observed_orcids":["https://orcid.org/0000-0002-2307-6046"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u042e.\u0410. \u0424\u0438\u043b\u0438\u043d\u0441\u043a\u0430\u044f","raw_affiliation_strings":["\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001103074","display_name":"\u0418\u0440\u0438\u043d\u0430 \u0410\u043d\u0430\u0442\u043e\u043b\u044c\u0435\u0432\u043d\u0430 \u041a\u0438\u0440\u0448","orcid":"https://orcid.org/0000-0003-3370-4226","observed_orcids":["https://orcid.org/0000-0003-3370-4226"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0418.\u0410. \u041a\u0438\u0440\u0448","raw_affiliation_strings":["\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000282272","display_name":"Izabella S. Tveritnikova","orcid":"https://orcid.org/0000-0001-6055-4396","observed_orcids":["https://orcid.org/0000-0001-6055-4396"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0418.\u0421. \u0422\u0432\u0435\u0440\u0438\u0442\u043d\u0438\u043a\u043e\u0432\u0430","raw_affiliation_strings":["\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122215122","display_name":"\u0410.\u042f. \u0410\u043b\u044c\u0445\u0430\u0438\u0440","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0410.\u042f. \u0410\u043b\u044c\u0445\u0430\u0438\u0440","raw_affiliation_strings":["\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029423034","display_name":"V.V. Batalova","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0412.\u0412. \u0411\u0430\u0442\u0430\u043b\u043e\u0432\u0430","raw_affiliation_strings":["\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122230089","display_name":"\u0412.\u0414. \u041e\u0441\u0442\u0440\u043e\u0432\u0441\u043a\u0430\u044f","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0412.\u0414. \u041e\u0441\u0442\u0440\u043e\u0432\u0441\u043a\u0430\u044f","raw_affiliation_strings":["\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093787016","display_name":"\u0418.\u0419. \u041c\u0435\u043b\u0435\u0441\u0441\u0435","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0418.\u0419. \u041c\u0435\u043b\u0435\u0441\u0441\u0435","raw_affiliation_strings":["\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0431\u0438\u043e\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 (\u0420\u041e\u0421\u0411\u0418\u041e\u0422\u0415\u0425),","institution_ids":[]}]}],"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":"2","first_page":"30","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.6904000043869019,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.6904000043869019,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.2142000049352646,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.018699999898672104,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9039999842643738},{"id":"https://openalex.org/keywords/food-industry","display_name":"food industry","score":0.9580000042915344},{"id":"https://openalex.org/keywords/packaging-industry","display_name":"packaging industry","score":0.9819999933242798},{"id":"https://openalex.org/keywords/food-quality-control","display_name":"food quality control","score":0.671999990940094},{"id":"https://openalex.org/keywords/food-safety","display_name":"food safety","score":0.843999981880188},{"id":"https://openalex.org/keywords/machine-vision","display_name":"machine vision","score":0.9459999799728394},{"id":"https://openalex.org/keywords/electronic-nose","display_name":"electronic nose","score":0.9900000095367432},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8510000109672546},{"id":"https://openalex.org/keywords/labeling-errors","display_name":"labeling errors","score":0.6129999756813049},{"id":"https://openalex.org/keywords/logistics-chain-optimization","display_name":"logistics chain optimization","score":0.6759999990463257},{"id":"https://openalex.org/keywords/product-design","display_name":"product design","score":0.46000000834465027},{"id":"https://openalex.org/keywords/production-process-optimization","display_name":"production process optimization","score":0.6309999823570251},{"id":"https://openalex.org/keywords/food-product-innovation","display_name":"food product innovation","score":0.335999995470047},{"id":"https://openalex.org/keywords/marketing-strategy","display_name":"marketing strategy","score":0.4749999940395355},{"id":"https://openalex.org/keywords/ai-adoption-barriers","display_name":"AI adoption barriers","score":0.36000001430511475}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34709998965263367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28299999237060547},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.21799999475479126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19509999454021454},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.19269999861717224},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.19130000472068787},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.18870000541210175},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.17870000004768372},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.1768999993801117},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.1762000024318695}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.52653/ppi.2026.2.2.006","doi":"https://doi.org/10.52653/ppi.2026.2.2.006","is_oa":false,"landing_page_url":"https://doi.org/10.52653/ppi.2026.2.2.006","pdf_url":null,"source":{"id":"https://openalex.org/S4210220923","display_name":"Food processing industry","issn_l":"0235-2486","issn":["0235-2486"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"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":"Food processing industry","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"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/W7118267930","https://openalex.org/W7127652230","https://openalex.org/W7171973186","https://openalex.org/W7165248513","https://openalex.org/W7125003151","https://openalex.org/W7140189572","https://openalex.org/W7167170179","https://openalex.org/W6964049008","https://openalex.org/W6922586602","https://openalex.org/W6888856619"],"abstract_inverted_index":{"\u0412":[0,118,143],"\u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435":[1],"\u0432\u0440\u0435\u043c\u044f":[2],"\u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439":[3],"\u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442":[4],"(\u0418\u0418)":[5],"\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442":[6],"\u0441\u0442\u0440\u0435\u043c\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435":[7],"\u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0435":[8],"\u0438":[9,28,32,41,87,93,108,114,134,140,157,176,178,186,206,221,234,244,248],"\u0432\u0441\u0435":[10,97],"\u0431\u043e\u043b\u0435\u0435":[11,98],"\u0448\u0438\u0440\u043e\u043a\u043e":[12],"\u0432\u043d\u0435\u0434\u0440\u044f\u0435\u0442\u0441\u044f":[13],"\u0432":[14,20,91,138,147,200,219,237],"\u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435":[15],"\u0441\u0444\u0435\u0440\u044b":[16],"\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u0439":[17],"\u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438,":[18],"\u0447\u0442\u043e,":[19],"\u0441\u0432\u043e\u044e":[21],"\u043e\u0447\u0435\u0440\u0435\u0434\u044c,":[22],"\u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442":[23],"\u043a":[24,39],"\u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044e":[25],"\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445":[26,180],"\u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432":[27],"\u0441\u0442\u0438\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e":[29],"\u0438\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u0439.":[30],"\u041f\u0438\u0449\u0435\u0432\u0430\u044f":[31],"\u0443\u043f\u0430\u043a\u043e\u0432\u043e\u0447\u043d\u0430\u044f":[33],"\u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c,":[34,239],"\u043a\u043e\u0442\u043e\u0440\u044b\u0435":[35,194],"\u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f":[36],"\u0432\u044b\u0441\u043e\u043a\u0438\u043c\u0438":[37],"\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\u043c\u0438":[38],"\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0443":[40],"\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438":[42,115,170],"\u0432\u044b\u043f\u0443\u0441\u043a\u0430\u0435\u043c\u043e\u0439":[43],"\u043f\u0440\u043e\u0434\u0443\u043a\u0446\u0438\u0438,":[44,163],"\u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f":[45],"\u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e":[46],"\u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c\u0438":[47],"\u043e\u0431\u043b\u0430\u0441\u0442\u044f\u043c\u0438":[48],"\u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f":[49,136,153],"\u0418\u0418.":[50],"\u042d\u0442\u043e":[51],"\u0441\u0432\u044f\u0437\u0430\u043d\u043e":[52],"\u0441":[53,190],"\u0442\u0435\u043c,":[54],"\u0447\u0442\u043e":[55],"\u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u0435":[56],"\u0418\u0418":[57,90,137,167,231],"\u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442":[58],"\u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u044b\u0432\u0430\u0442\u044c":[59],"\u0438\u043d\u043d\u043e\u0432\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435":[60,246],"\u0440\u0435\u0448\u0435\u043d\u0438\u044f":[61],"\u043d\u0430":[62,104,195],"\u0432\u0441\u0435\u0445":[63],"\u044d\u0442\u0430\u043f\u0430\u0445":[64],"\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0430,":[65],"\u0431\u0443\u0434\u044c":[66],"\u0442\u043e":[67],"\u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f":[68],"\u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f":[69,173],"\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430,":[70],"\u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f":[71],"\u043b\u043e\u0433\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445":[72],"\u0446\u0435\u043f\u043e\u0447\u0435\u043a,":[73],"\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430":[74],"\u043d\u043e\u0432\u044b\u0445":[75,82,151],"\u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432":[76],"\u0438\u043b\u0438":[77],"\u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u0435":[78],"\u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0445":[79],"\u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0439.":[80],"\u041f\u043e\u0438\u0441\u043a":[81],"\u043e\u0431\u043b\u0430\u0441\u0442\u0435\u0439":[83],"\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f,":[84],"\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439":[85],"\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f":[86,133],"\u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435":[88],"\u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435":[89,230],"\u043f\u0438\u0449\u0435\u0432\u043e\u0439":[92,116,139],"\u0443\u043f\u0430\u043a\u043e\u0432\u043e\u0447\u043d\u043e\u0439":[94,141],"\u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438":[95],"\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f":[96],"\u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u043c,":[99],"\u0442\u0430\u043a":[100,113],"\u043a\u0430\u043a":[101,111,229],"\u044d\u0442\u043e":[102],"\u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442":[103],"\u0432\u044b\u0437\u043e\u0432\u044b":[105],"\u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439":[106],"\u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0438":[107],"\u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u0435\u0442":[109],"\u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044e":[110],"\u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438,":[112],"\u043f\u0440\u043e\u0434\u0443\u043a\u0446\u0438\u0438.":[117],"\u0434\u0430\u043d\u043d\u043e\u0439":[119],"\u0441\u0442\u0430\u0442\u044c\u0435":[120],"\u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f":[121],"\u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435":[122],"\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f":[123],"\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f":[124,211],"\u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e":[125],"\u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430,":[126],"\u0430":[127,164],"\u0442\u0430\u043a\u0436\u0435":[128,165],"\u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f":[129],"\u0440\u044f\u0434":[130],"\u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432":[131,210],"\u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0433\u043e":[132],"\u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e":[135],"\u043e\u0442\u0440\u0430\u0441\u043b\u0438.":[142],"\u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438,":[144],"\u043e\u0431\u0441\u0443\u0436\u0434\u0430\u044e\u0442\u0441\u044f":[145],"\u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u044f":[146],"\u043e\u0431\u043b\u0430\u0441\u0442\u0438":[148],"\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438":[149],"\u0440\u0435\u0446\u0435\u043f\u0442\u0443\u0440":[150],"\u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432,":[152,172],"\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439":[154],"\u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e":[155],"\u0437\u0440\u0435\u043d\u0438\u044f":[156],"\u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0445":[158],"\u043d\u043e\u0441\u043e\u0432":[159],"\u0434\u043b\u044f":[160,168,213],"\u043e\u0446\u0435\u043d\u043a\u0438":[161],"\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430":[162,174],"\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435":[166],"\u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f":[169],"\u043f\u0438\u0449\u0435\u0432\u044b\u0445":[171,224],"\u043f\u0440\u043e\u0434\u0443\u043a\u0446\u0438\u0438":[175],"\u0443\u043f\u0430\u043a\u043e\u0432\u043a\u0438":[177],"\u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438":[179],"\u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432.":[181],"\u041e\u0441\u043e\u0431\u043e\u0435":[182],"\u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435":[183],"\u0443\u0434\u0435\u043b\u044f\u0435\u0442\u0441\u044f":[184],"\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435":[185],"\u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044e":[187],"\u0434\u0438\u0437\u0430\u0439\u043d\u0435\u0440\u0441\u043a\u0438\u0445":[188],"\u0440\u0435\u0448\u0435\u043d\u0438\u0439":[189],"\u043f\u043e\u043c\u043e\u0449\u044c\u044e":[191],"\u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445":[192],"\u0441\u0435\u0442\u0435\u0439,":[193],"\u0434\u0430\u043d\u043d\u044b\u0439":[196],"\u043c\u043e\u043c\u0435\u043d\u0442":[197],"\u0430\u043a\u0442\u0438\u0432\u043d\u043e":[198],"\u0432\u043d\u0435\u0434\u0440\u044f\u044e\u0442\u0441\u044f":[199],"\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435":[201],"\u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b":[202],"\u0438\u0437\u0433\u043e\u0442\u043e\u0432\u043b\u0435\u043d\u0438\u044f":[203],"\u0443\u043f\u0430\u043a\u043e\u0432\u043a\u0438.":[204],"\u0420\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u0442\u0441\u044f":[205],"\u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u0441\u044f":[207],"\u0430\u043d\u0430\u043b\u0438\u0437":[208],"\u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0445":[209],"\u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0439":[212],"\u043f\u0440\u0435\u0436\u0434\u0435\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e":[214],"\u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f":[215],"\u0434\u0435\u0444\u0435\u043a\u0442\u043e\u0432":[216],"\u0443\u043f\u0430\u043a\u043e\u0432\u043a\u0438,":[217],"\u043d\u0435\u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0435\u0439":[218],"\u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0435":[220],"\u043f\u0440\u0438":[222],"\u0434\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438":[223],"\u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432.":[225],"\u041f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u043e\u0435":[226],"\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435":[227],"\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442,":[228],"\u043c\u043e\u0436\u0435\u0442":[232],"\u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c":[233],"\u043f\u0440\u0438\u0432\u043d\u043e\u0441\u0438\u0442\u044c":[235],"\u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044f":[236],"\u043f\u0438\u0449\u0435\u0432\u0443\u044e":[238],"\u043f\u043e\u0432\u044b\u0448\u0430\u044f":[240],"\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c,":[241],"\u0441\u043d\u0438\u0436\u0430\u044f":[242],"\u0437\u0430\u0442\u0440\u0430\u0442\u044b":[243],"\u0441\u043e\u0437\u0434\u0430\u0432\u0430\u044f":[245],"\u043f\u0440\u043e\u0434\u0443\u043a\u0442\u044b":[247],"\u0443\u043f\u0430\u043a\u043e\u0432\u043a\u0443.":[249],"Currently,":[250],"artificial":[251,402],"intelligence":[252,403],"(AI)":[253],"is":[254,259,309,332,370,474],"showing":[255],"rapid":[256],"development":[257,341,432,478],"and":[258,279,286,296,359,367,384,391,416,424,442,462,466,479,518,524,536,547,551],"increasingly":[260,372],"being":[261,490,522],"implemented":[262,492],"in":[263,270,364,421,430,493,516],"various":[264],"fields":[265],"of":[266,276,282,298,305,317,328,334,338,342,347,355,362,380,393,401,411,413,419,433,439,455,481,497,502,505,512,532],"human":[267],"activity,":[268],"which":[269,289,487],"turn":[271],"leads":[272],"to":[273,311,321,377,386,457,476,539],"the":[274,280,294,312,315,365,378,381,389,422,431,437,453,477,494,503,509,530,540],"transformation":[275],"production":[277,468],"processes":[278,469,496],"stimulation":[281],"innovation.":[283],"The":[284,350,526],"food":[285,366,394,423,459,519,541],"packaging":[287,368,425,463,498,513],"industries,":[288],"have":[290],"high":[291],"requirements":[292],"for":[293,352,446,508],"quality":[295,335,448,464],"safety":[297,392],"their":[299],"products,":[300],"are":[301,470,488,521],"particularly":[302],"promising":[303,399],"areas":[304,354,400],"AI":[306,318,363,420,456,533],"application.":[307],"This":[308,396],"due":[310],"fact":[313],"that":[314],"introduction":[316],"allows":[319],"you":[320],"implement":[322],"innovative":[323,549],"solutions":[324,483],"at":[325],"all":[326],"stages":[327],"production,":[329],"whether":[330],"it":[331,375],"automation":[333],"control,":[336,465],"optimization":[337],"logistics":[339],"chains,":[340],"new":[343,353,434],"products":[344,550],"or":[345],"improvement":[346],"marketing":[348],"strategies.":[349],"search":[351],"use,":[356,404],"training":[357,415],"opportunities":[358],"practical":[360,417],"application":[361,418,531],"industry":[369],"becoming":[371],"relevant,":[373],"as":[374,405,407,450,452],"responds":[376],"challenges":[379],"modern":[382],"economy":[383],"contributes":[385],"improving":[387],"both":[388],"efficiency":[390],"products.":[395],"article":[397],"discusses":[398],"well":[406,451],"provides":[408],"a":[409],"number":[410],"examples":[412,501],"successful":[414],"industry.":[426],"In":[427],"particular,":[428],"achievements":[429],"product":[435,447,461],"formulations,":[436],"use":[438,454,504],"machine":[440],"vision":[441],"electronic":[443],"nose":[444],"technologies":[445],"assessment,":[449],"improve":[458],"safety,":[460],"optimize":[467],"discussed.":[471],"Special":[472],"attention":[473],"paid":[475],"creation":[480],"design":[482],"using":[484],"neural":[485,506],"networks,":[486],"currently":[489],"actively":[491],"technological":[495],"manufacturing.":[499],"Specific":[500],"networks":[507],"premature":[510],"detection":[511],"defects,":[514],"inaccuracies":[515],"labeling":[517],"dosing":[520],"considered":[523],"analyzed.":[525],"study":[527],"demonstrates":[528],"how":[529],"can":[534],"transform":[535],"bring":[537],"improvements":[538],"industry,":[542],"increasing":[543],"productivity,":[544],"reducing":[545],"costs,":[546],"creating":[548],"packaging.":[552]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2026-02-06T00:00:00"}
