{"id":17112,"date":"2023-05-04T10:30:57","date_gmt":"2023-05-04T07:30:57","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=17112"},"modified":"2023-05-17T11:34:52","modified_gmt":"2023-05-17T08:34:52","slug":"porivnyannya-rezultativ-chyselnogo-analizu-modelyuvannya-kiberfizychnyh-biosensornyh-system","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=17112","title":{"rendered":"\u041f\u043e\u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0456\u0432 \u0447\u0438\u0441\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0456\u0437\u0443 \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u043a\u0456\u0431\u0435\u0440\u0444\u0456\u0437\u0438\u0447\u043d\u0438\u0445 \u0431\u0456\u043e\u0441\u0435\u043d\u0441\u043e\u0440\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c"},"content":{"rendered":"<p><!--more--><\/p>\n<p style=\"text-align: center;\">\u041f\u041e\u0420\u0406\u0412\u041d\u042f\u041d\u041d\u042f \u0420\u0415\u0417\u0423\u041b\u042c\u0422\u0410\u0422\u0406\u0412 \u0427\u0418\u0421\u0415\u041b\u042c\u041d\u041e\u0413\u041e \u0410\u041d\u0410\u041b\u0406\u0417\u0423 \u041c\u041e\u0414\u0415\u041b\u042e\u0412\u0410\u041d\u041d\u042f \u041a\u0406\u0411\u0415\u0420\u0424\u0406\u0417\u0418\u0427\u041d\u0418\u0425 \u0411\u0406\u041e\u0421\u0415\u041d\u0421\u041e\u0420\u041d\u0418\u0425 \u0421\u0418\u0421\u0422\u0415\u041c<\/p>\n<p style=\"text-align: center;\">COMPARISON OF RESULTS OF NUMERICAL ANALYSIS OF SIMULATION OF CYBERPHYSICAL BIOSENSOR SYSTEMS<\/p>\n<p><strong>\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 202-212. \u041d\u043e\u043c\u0435\u0440: \u21162, 2023 (319)\u00a0<\/strong> <a href=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2023\/05\/vknu-ts-2023-n2319-202-212.pdf\"> <img loading=\"lazy\" class=\"size-full wp-image-69 alignnone\" src=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2021\/01\/pdf.png\" alt=\"\" width=\"76\" height=\"32\" \/><\/a><br \/>\n<strong>\u0410\u0432\u0442\u043e\u0440\u0438:<\/strong><br \/>\n\u041c\u0410\u0420\u0426\u0415\u041d\u042e\u041a \u0412\u0410\u0421\u0418\u041b\u042c<br \/>\n\u0423\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0432 \u0411\u0454\u043b\u044c\u0441\u044c\u043a\u043e-\u0411\u044f\u043b\u0456\u0439, \u041f\u043e\u043b\u044c\u0449\u0430<br \/>\n<a href=\"https:\/\/orcid.org\/0000-0001-5622-1038\">https:\/\/orcid.org\/0000-0001-5622-1038<\/a><br \/>\ne-mail: <a href=\"vmartsenyuk@ath.bielsko.pl\">vmartsenyuk@ath.bielsko.pl<\/a><br \/>\n\u0410\u041d\u0414\u0420\u0423\u0429\u0410\u041a \u0406\u0413\u041e\u0420<br \/>\n\u041b\u0443\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442<br \/>\n<a href=\"https:\/\/orcid.org\/0000-0002-8751-4420\">https:\/\/orcid.org\/0000-0002-8751-4420<\/a><br \/>\ne-mail: 9000@lntu.edu.ua<br \/>\n\u041a\u0406\u0422 \u041d\u0410\u0422\u0410\u041b\u0406\u042f<br \/>\n\u0422\u0435\u0440\u043d\u043e\u043f\u0456\u043b\u044c\u0441\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0456\u043c\u0435\u043d\u0456 \u0406\u0432\u0430\u043d\u0430 \u041f\u0443\u043b\u044e\u044f<br \/>\n<a href=\"https:\/\/orcid.org\/0000-0002-9096-4393\">https:\/\/orcid.org\/0000-0002-9096-4393<\/a><br \/>\ne-mail: <a href=\"mailto:natkakooo@gmail.com\">natkakooo@gmail.com<\/a><br \/>\n\u041a\u0420\u0410\u0412\u0427\u0418\u041a \u042e\u0420\u0406\u0419<br \/>\n\u0425\u043c\u0435\u043b\u044c\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442<br \/>\n<a href=\"https:\/\/orcid.org\/0000-0002-2780-5605\">https:\/\/orcid.org\/0000-0002-2780-5605<\/a><br \/>\ne-mail: <a href=\"mailto:yurii_kravchyk@khmnu.edu.ua\">yurii_kravchyk@khmnu.edu.ua<\/a><br \/>\n\u0421\u0412\u0415\u0420\u0421\u0422\u042e\u041a \u0410\u041d\u0414\u0420\u0406\u0419<br \/>\n\u0422\u0435\u0440\u043d\u043e\u043f\u0456\u043b\u044c\u0441\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u043c\u0435\u0434\u0438\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0456\u043c\u0435\u043d\u0456 \u0406.\u042f. \u0413\u043e\u0440\u0431\u0430\u0447\u0435\u0432\u0441\u044c\u043a\u043e\u0433\u043e<br \/>\n<a href=\"https:\/\/orcid.org\/0000-0001-8644-0776\">https:\/\/orcid.org\/0000-0001-8644-0776<\/a><br \/>\ne-mail: <a href=\"mailto:sverstyuk@tdmu.edu.ua\">sverstyuk@tdmu.edu.ua<\/a><br \/>\n\u041f\u0410\u041b\u042f\u041d\u0418\u0426\u042f \u042e\u0420\u0406\u0419<br \/>\n\u0422\u0435\u0440\u043d\u043e\u043f\u0456\u043b\u044c\u0441\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0456\u043c\u0435\u043d\u0456 \u0406\u0432\u0430\u043d\u0430 \u041f\u0443\u043b\u044e\u044f<br \/>\n<a href=\"https:\/\/orcid.org\/0000-0002-8710-953X\">https:\/\/orcid.org\/0000-0002-8710-953X<\/a><br \/>\ne-mail: <a href=\"palyanytsa_y@tntu.edu.ua\">palyanytsa_y@tntu.edu.ua<\/a><br \/>\nVASYL MARTSENYUK<br \/>\nUniversity of Bielsko-Biala, Poland<br \/>\nIGOR ANDRUSHCHAK<br \/>\nLutsk National Technical University<br \/>\nNATALIIA KOZODII<br \/>\nTernopil Ivan Pului National Technical University<br \/>\nYURII KRAVCHYK<br \/>\nKhmelnytskyi National University<br \/>\nANDRIY\u00a0SVERSTIUK<br \/>\nHorbachevsky Ternopil National Medical University<br \/>\nYURI PALANIZA<br \/>\nTernopil Ivan Pului National Technical University<br \/>\n<strong>DOI:<\/strong>\u00a0<a href=\"https:\/\/www.doi.org\/10.31891\/2307-5732-2023-319-1-202-212\">https:\/\/www.doi.org\/10.31891\/2307-5732-2023-319-1-202-212<\/a><\/p>\n<p style=\"text-align: center;\"><strong>\u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443<\/strong><\/p>\n<p>\u0423 \u0441\u0442\u0430\u0442\u0442\u0456 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043e \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0456\u0432 \u0447\u0438\u0441\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u043d\u0438\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043a\u0456\u0431\u0435\u0440\u0444\u0456\u0437\u0438\u0447\u043d\u0438\u0445 \u0431\u0456\u043e\u0441\u0435\u043d\u0441\u043e\u0440\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0437 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f\u043c \u0440\u0435\u0448\u0456\u0442\u0447\u0430\u0441\u0442\u0438\u0445 \u0440\u0456\u0437\u043d\u0438\u0446\u0435\u0432\u0438\u0445 \u0440\u0456\u0432\u043d\u044f\u043d\u044c \u0456\u0437 \u0437\u0430\u043f\u0456\u0437\u043d\u0435\u043d\u043d\u044f\u043c \u043d\u0430 \u0433\u0435\u043a\u0441\u0430\u0433\u043e\u043d\u0430\u043b\u044c\u043d\u0456\u0439 \u0442\u0430 \u043f\u0440\u044f\u043c\u043e\u043a\u0443\u0442\u043d\u0456\u0439 \u0440\u0435\u0448\u0456\u0442\u043a\u0430\u0445. \u041e\u0441\u043d\u043e\u0432\u043d\u0443 \u0443\u0432\u0430\u0433\u0443 \u043f\u0440\u0438\u0434\u0456\u043b\u0435\u043d\u043e \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u043d\u043e\u043c\u0443 \u043e\u043f\u0438\u0441\u0443 \u0434\u0438\u043d\u0430\u043c\u0456\u043a\u0438 \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u043d\u043e\u0457 \u043f\u043e\u043f\u0443\u043b\u044f\u0446\u0456\u0457 \u0432 \u043f\u043e\u0454\u0434\u043d\u0430\u043d\u043d\u0456 \u0437 \u0434\u0438\u043d\u0430\u043c\u0456\u0447\u043d\u043e\u044e \u043b\u043e\u0433\u0456\u043a\u043e\u044e \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0443\u0432\u0430\u043d\u0438\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439. \u0414\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0432\u0437\u0430\u0454\u043c\u043e\u0434\u0456\u0457 \u0430\u043d\u0442\u0438\u0433\u0435\u043d-\u0430\u043d\u0442\u0438\u0442\u0456\u043b\u043e \u0432 \u0433\u0435\u043a\u0441\u0430\u0433\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0445 \u0456 \u043f\u0440\u044f\u043c\u043e\u043a\u0443\u0442\u043d\u0438\u0445 \u0431\u0456\u043e\u043f\u0456\u043a\u0441\u0435\u043b\u044f\u0445 \u0437\u0430\u043f\u0440\u043e\u043f\u043e\u043d\u043e\u0432\u0430\u043d\u043e \u0440\u0435\u0448\u0456\u0442\u0447\u0430\u0441\u0442\u0456 \u0440\u0456\u0437\u043d\u0438\u0446\u0435\u0432\u0456 \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0456\u0437 \u0437\u0430\u043f\u0456\u0437\u043d\u0435\u043d\u043d\u044f\u043c. \u0410\u043d\u0430\u043b\u043e\u0433\u0456\u0447\u043d\u043e \u0434\u043e \u044f\u0432\u0438\u0449\u0430 \u0434\u0438\u0444\u0443\u0437\u0456\u0457 \u0440\u043e\u0437\u0433\u043b\u044f\u043d\u0443\u0442\u0456 \u043f\u0440\u043e\u0441\u0442\u043e\u0440\u043e\u0432\u0456 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0438 \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0432\u0437\u0430\u0454\u043c\u043e\u0434\u0456\u0457 \u043c\u0456\u0436 \u0431\u0456\u043e\u043f\u0456\u043a\u0441\u0435\u043b\u044f\u043c\u0438. \u0423 \u0440\u043e\u0431\u043e\u0442\u0456 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u043e \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0456\u0432 \u0447\u0438\u0441\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u043f\u0440\u043e\u0446\u0435\u0441\u0456\u0432, \u044f\u043a\u0456 \u0432\u0456\u0434\u0431\u0443\u0432\u0430\u044e\u0442\u044c\u0441\u044f \u0443 \u0431\u0456\u043e\u043f\u0456\u043a\u0441\u0435\u043b\u044f\u0445 \u043a\u0456\u0431\u0435\u0440\u0444\u0456\u0437\u0438\u0447\u043d\u0438\u0445 \u0431\u0456\u043e\u0441\u0435\u043d\u0441\u043e\u0440\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0443 \u0432\u0438\u0433\u043b\u044f\u0434\u0456 \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u043d\u044f \u0444\u0430\u0437\u043e\u0432\u0438\u0445 \u043f\u043b\u043e\u0449\u0438\u043d \u0442\u0430 \u0440\u0435\u0448\u0456\u0442\u0447\u0430\u0441\u0442\u0438\u0445 \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u044c \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e\u0441\u0442\u0456 \u0437\u0432\u2019\u044f\u0437\u043a\u0456\u0432 \u0430\u043d\u0442\u0438\u0433\u0435\u043d\u0456\u0432 \u0437 \u0430\u043d\u0442\u0438\u0442\u0456\u043b\u0430\u043c\u0438. \u041d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 \u043e\u0442\u0440\u0438\u043c\u0430\u043d\u0438\u0445 \u0435\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u0438\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0456\u0432 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043e \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043b\u044c\u043d\u0438\u0439 \u0430\u043d\u0430\u043b\u0456\u0437 \u0441\u0442\u0456\u0439\u043a\u043e\u0441\u0442\u0456 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u043d\u0438\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0437 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f\u043c \u0440\u0435\u0448\u0456\u0442\u0447\u0430\u0441\u0442\u0438\u0445 \u0440\u0456\u0437\u043d\u0438\u0446\u0435\u0432\u0438\u0445 \u0440\u0456\u0432\u043d\u044f\u043d\u044c \u043d\u0430 \u0433\u0435\u043a\u0441\u0430\u0433\u043e\u043d\u0430\u043b\u044c\u043d\u0456\u0439 \u0442\u0430 \u043f\u0440\u044f\u043c\u043e\u043a\u0443\u0442\u043d\u0456\u0439 \u0440\u0435\u0448\u0456\u0442\u043a\u0430\u0445 \u0434\u043b\u044f \u043a\u0456\u0431\u0435\u0440\u0444\u0456\u0437\u0438\u0447\u043d\u0438\u0445 \u0431\u0456\u043e\u0441\u0435\u043d\u0441\u043e\u0440\u043d\u0438\u0445.<\/p>\n<p style=\"text-align: left;\"><strong>\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0440\u0456\u0437\u043d\u0438\u0446\u0435\u0432\u0456 \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f, \u043f\u0440\u044f\u043c\u043e\u043a\u0443\u0442\u043d\u0430 \u0440\u0435\u0448\u0456\u0442\u043a\u0430, \u0433\u0435\u043a\u0441\u0430\u0433\u043e\u043d\u0430\u043b\u044c\u043d\u0430 \u0440\u0435\u0448\u0456\u0442\u043a\u0430, \u043a\u0456\u0431\u0435\u0440\u0444\u0456\u0437\u0438\u0447\u043d\u0430 \u0431\u0456\u043e\u0441\u0435\u043d\u0441\u043e\u0440\u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430, \u0441\u0442\u0456\u0439\u043a\u0456\u0441\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u0456.<\/p>\n<p style=\"text-align: center;\"><strong>\u00a0<\/strong><strong>\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u00a0\u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n<p>The article compares the results of numerical modeling of mathematical models of cyber-physical biosensor systems using lattice difference equations with time delay on hexagonal and rectangular lattices. The main attention is paid to the mathematical description of the dynamics of a discrete population in combination with the dynamic logic of the studied models. Lattice difference equations with delay are proposed for modeling the antigen-antibody interaction in hexagonal and rectangular biopixels. Similar to the diffusion phenomenon, spatial operators are considered to model the interaction between biopixels. The paper compares the results of numerical modeling of processes occurring in biopixels of cyberphysical biosensor systems in the form of phase plane images and lattice images of the probability of antigen-antibody bonds. Based on the obtained experimental results, a comparative analysis of the stability of mathematical models was carried out using lattice difference equations on hexagonal and rectangular lattices for cyberphysical biosensors.<br \/>\n<strong>Keywords:<\/strong> difference equations, rectangular lattice, hexagonal lattice, cyber-physical biosensor systems, stability of the model<\/p>\n<h4><\/h4>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[78],"tags":[],"_links":{"self":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/17112"}],"collection":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=17112"}],"version-history":[{"count":4,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/17112\/revisions"}],"predecessor-version":[{"id":17635,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/17112\/revisions\/17635"}],"wp:attachment":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=17112"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=17112"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=17112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}