МАТЕМАТИЧЕСКИЕ МОДЕЛИ ОЦЕНКИ ВЛИЯНИЯ ЭЛЕКТРОМАГНИТНЫХ ПОЛЕЙ НА ПОЯВЛЕНИЕ И РАЗВИТИЕ ПРОФЕССИОНАЛЬНЫХ ЗАБОЛЕВАНИЙ В ЭЛЕКТРОЭНЕРГЕТИЧЕСКОЙ ОТРАСЛИ
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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

MATHEMATICAL MODEL TO ASSESS THE INFLUENCE OF ELECTROMAGNETIC FIELDS ON THE EMERGENCE AND DEVELOPMENT OF OCCUPATIONAL DISEASES IN THE ELECTRICITY SECTOR

Myasoedova M.A.   Korenevsky N.A.   Starodubtseva L.V.   Pisarev M.V.  

UDC 615.47
DOI: 10.26102/2310-6018/2019.25.2.013

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The aim of the study is to develop mathematical models for assessing the impact of electromagnetic fields of different modality and intensity on the human body providing a solution to the problems of assessing the health of people employed in the electric power industry with acceptable accuracy for medical practice.The technology of soft computing and, in particular, is chosen as the basic mathematical apparatus, the methodology of synthesis of hybrid fuzzy decision models developed in the South-West state University has proven itself in the synthesis of mathematical models of forecasting, early and differential diagnosis of diseases with a similar structure of the studied classes of States. As an example, a mathematical model for predicting the appearance and development of immune system diseases in employees of electric power enterprises of the Kursk region is described. Fuzzy mathematical models use membership functions with basic variables that take into account the intensity of the electromagnetic field of industrial frequency, work experience in the power industry and individual risk factors that provoke the appearance and development of diseases of the nervous system. In the course of mathematical modeling and expert evaluation it was shown that the use of the chosen methodology of synthesis of hybrid fuzzy mathematical models allowed to obtain a mathematical model of forecasting and development of diseases of the immune system in employees of the electric power complex with confidence exceeding 0.9.

1. Amirov N.H. Znachenieelektromagnitnyhpolej 50 Gc v formirovaniiekologiiokruzhayushchejsredyiprofessional'nojdeyatel'nostiopera tivnyhrabotnikovenergoob"ektov / N.H. Amirov, N.Е. Ilyuhin, M.N. Rusin // Vserossijskayanauchnayakonferenciya s mezhdunarodnymuchastiem «Okruzhayushchayasredaiustojchivoerazvitieregionov: novyemetodyitekhnologiiissledovanij». Trudy konferencii KGU, T.IY: «Ekologicheskayabezopasnost', innovaciiiustojchivoerazvitie. Obrazovaniedlyaustojchivogorazvitiya». Kazan' - 2009. - S. 17-20.

2. Amirov N.H. Gigienicheskayaocenkasutochnojekspozicii EMP 50Gc operativnogopersonalaenergoob"ektov / N.H. Amirov, M.N. Rusin, N.Е. Ilyuhin // MaterialyVserossijskojkonferencii, posvyashchyonnoj 85-letiyu GU NII MT RAMN «Medicinatruda: RealizaciyaGlobal'nogo plana dejstvij po zdorov'yurabotayushchihna 2008-2017 gg.». Moskva - 2008. - S. 275-276.

3. Analiticheskijdokladob"edineniyaRaEl. «Voprosysohraneniyaiukrepleniyazdorov'yarabotayushchih, sostoyanieprofessional'nyhzabolevanij v elektroenergetike» - Moskva, 2008 [elektronnyjresurs] – Rezhimdostupa http//www.rael.elektra.ru

4. Korenevskij, N.A. Proektirovanienechetkihreshayushchihsetej, nastraivaemyh po strukturedannyhdlyazadachmedicinskojdiagnostiki. [Tekst] / N.A. Korenevskij // Sistemnyjanaliziupravlenie v biomedicinskihsistemah. Moskva, 2005.T.4.-№1. S.12-20.

5. Korenevskij, N.A. Ispol'zovanienechetkojlogikiprinyatiyareshenijdlyamedicinskihekspertnyhsist em. [Tekst] / N.A. Korenevskij // Medicinskayatekhnika, 2015, №1 (289) S. 33-35.

6. Korenevskij N.A. Ocenkaiupravleniesostoyaniemzdorov'yaobuchayushchihsyanaosnovegibridn yhintellektual'nyhtekhnologij: monografiya / A.N. SHutkin, S.A. Gorbatenko, V.I. Serebrovskij. – StaryjOskol: TNT, 2016. – 472 s.

7. Korenevskij, N.A. Teoreticheskieosnovybiofizikiakupunktury s prilozheniyami v medicine, psihologiiiekologiinaosnovenechetkihsetevyhmodelej [Tekst] / N.A. Korenevskij, R.A. Krupchatnikov, R.T. Al'-Kasasbekh.- StaryjOskol: TNT, 2013.-528s.

8. Korenevskij, N.A., Krupchatnikov R.A. Informacionnointellektual'nyesistemydlyavrachejrefleksoterapevtov:monorafiya / N.A. Korenevskij, R.A. Krupchatnikov. – StaryjOskol: TNT, 2013. – 424 s.

9. Korenevskij, N.A. Metodsintezageterogennyhnechetkihpravildlyaanalizaiupravleniyasostoyanie mbiotekhnicheskihsistem. IzvestiyaYUgoZapadnogogosudarstvennogouniversiteta. Seriya: Upravlenie, vychislitel'nayatekhnika, informatika. Medicinskoepriborostroenie. - 2013. - №2. - S.99-103.

10. Korenevskij N.A. Principyimetodypostroeniyainteraktivnyhsistemdiagnostikiiupravleniyasosto yaniemzdorov'yachelovekanaosnovepolifunkcional'nyhmodelej. / N.A. Korenevskij // Avtoreferatdissertaciinasoiskanieuchenojstepenidoktoratekhnicheskihnauk. – Sankt-Peterburg, 1993 – 32s

11. Korenevskij, N.A. Sinteznechetkihsetevyhmodelej, obuchaemyh po strukturedannyhdlyamedicinskihekspertnyhsistem / [Tekst] N.A. Korenevskij, R.A. Krupchatnikov, S.A. Gorbatenko // Medicinskayatekhnika. - 2008. - №2. - S.18-24.

12. Korenevskij, N.A. Sintezprognosticheskihidiagnosticheskihnechetkihreshayushchihpravil po elektricheskimharakteristikamproekcionnyhzondlyamedikoekologicheskihprilozhenij: [Tekst] /N.A. Korenevskij, V.A. Bunyaev, R.A. Krupchatnikov // Izvestiyavuzov. Severo-Kavkazskij region. Tekhnicheskienauki, 2009.-№4.-S.39-46.

13. Korenevskij N.A. Matematicheskiemodelireflektornyhsistemorganizmachelovekaiihispol'zovan iedlyaprognozirovaniyaidiagnostikizabolevanij [Tekst] /N.A. Korenevskij, V.N. Gadalov, V.N. Snopkov // Sistemnyjanaliziupravlenie v biomedicinskihsistemah, 2012.-T.11.- №2.-S.515-521.

14. Korenevskij N.A. Metodologiyasintezagibridnyhnechetkihreshayushchihpravildlyamedicinskihi ntellektual'nyhsistempodderzhkiprinyatiyareshenij: monografiya / N.A. Korenvskij, S.N. Rodionava, I.I. Hripina. – StaryjOskol: TNT, 2019. – 472 s.

15. Korenevskij, N.A. Sinteznechetkihklassifikacionnyhpravil v mnogomernomprostranstvepriznakovdlyamedicinskihprilozhenij [Tekst] / N.A. Korenevskij, K.V. Razumova // IzvestiyaYUgoZapadnogogosudarstvennogouniversiteta. – Seriyaupravlenie, vychislitel'nayatekhnika, informatika. Medicinskoepriborostroenie. – 2012. - №2. – 41. –S. 223-227.

16. Korenevskij, N. A. Magnitnyeielektromagnitnyepolyakakekologicheskijfaktorvneshnejiproizvod stvennojsredy [Tekst]/ N.A. Korenevskij, I.A. Avilova// materialymezhdunarodnoj NTK «Problemyregional'nojekologii»: Izrail', Tel'- Aviv, 1999.s28-31.

17. Korenevskij N.A., Nechetkiemodeliocenkiurovnyaergonomikitekhnicheskihsistemieyovliyaniya nasostoyaniezdorov'yachelovekaoperatora s uchetomfunkcional'nogorezerva ego organizma / N.A. Korenevskij, S.N. Rodionova, T.N. Govoruhina, M.A. Myasoedova //Modelirovanie, optimizaciyaiinformacionnyetekhnologii. Vypusk 1, 2019 [elektronnyjresurs] https://moit. vivt.ru

18. Korenevskij N.A. Prognozirovanieidiagnostikazabolevanij, vyzyvaemyhvrednymiproizvodstvennymiiekologicheskimifaktoraminaosnov egeterogennyhmodelej / N.A. Korenevskij, N.A. Serebrovskij, 130 V.I. Kopteva, N.A. Govoruhina. – Kursk: Izd-vo Kursk. gos. s.-h. ak, 2012. – 231 s.

19. . Korenevskij N.A. Ispol'zovanietekhnologijmyagkihvychislenijdlyapronozirovaniyaidiagnostiki professional'nyhzabolevanijrabotnikovagropromyshlennogokompleksa: monografiya / R.V. Stepashov, N.A. Korenevskij, A.V. Serebrovskij, T.N. Govoruhina. – Kursk: KGSKHA, 2016. – 224 s.

20. Korenevskij N.A., Yuldashev Z.M. Proektirovaniebiotekhnicheskihsistemmedicinskogonaznacheniya. Obshchievoprosyproektirovaniya: uchebnik / N.A. Korenevskij, Z.M. Yuldashev. – StaryjOskol: TNT, 2018. 312 s.

21. Metodikaprimeneniyaekspertnyhmetodovdlyaocenkikachestvaprodukcii. – M.: Standart, 1975. – 31 s.

22. Minaylov, R. S. development of a system to support decision-making in socially-hygienic monitoring of the cardiovascular system under conditions of electromagnetic pollution / / Diss.kand.Techn.Sciences: 05.13.01; 05.13.10: protected 25.12.2003/Minaylov Roman Sergeevich. Kursk, 2003.-131c.

23. Stepashov R.V. Sintezreshayushchihpravildlyaprognozirovaniyaidiagnostikizabolevanijsel'sk ohozyajstvennyhrabochihkontaktiruyushchih s yadohimikatami / R.V. Stepashov, N.A. Korenevskij, Е.S. Potapova // Sistemnyjanaliziupravlenie v biomedicinskihsistemah. – 2018. – T.17. – № 3. – S. 709-717.

24. Tanaka, K. Itogirassmotreniyafaktorovneopredelennostiineyasnosti v inzhenernomiskusstve [Tekst] / K. Tanaka // v kn. Nechetkiemnozhestvaiteoriyavozmozhnostej. Posledniedostizheniya. Per. s angl. / Pod red. R.R. YAgerya – M.: Radio isvyaz', 1986. – 408s.

25. Fizicheskiefaktoryproizvodstvennojsredy. Elektromagnitnyepolya v proizvodstvennyhusloviyah [Tekst]: SanPIn 2.2.4.1191-03:utv. GlavnymgosudarstvennymvrachemRossijskojFederacii, pervymzamestitelemministrazdravooohraneniyaRossijskojFederacii G.G. Onishchenko 30.01.2003 [elektronnyjresurs] Rezhimdostupa. – http//www/vrednost.ru / 2241191 – 03.php.

26. Shutkin A.N. Proektirovaniebazznanijmedicinskihekspertnyhsistem s ispol'zovaniemkollektivovnechetkihpravil / A.N. SHutkin, S.N. Korenevskaya, V.V. Fedyanin // Informacionnyeproekty v medicine ipedagogike. Materialymezhdunarodnojnauchno-prakticheskojkonferencii. – 2014.– S. 61-64.

27. Al-Kasasbeh R., Korenevskiy, N., Ionescou, F., Alshamasin M. Kuzmin, A. Synthesis of fuzzy logic for prediction and medical diagnostics by Energy Characteristics of Acupuncture Points. - Journal of Acupuncture and Meridian Studies. Korea. – Vol.4, № 3. – 2011. – P. 175-182.

28. Al-Kasabeh R.T., Korenevskiy N.A., Ionescu F., Kuzmin A.A. «Synthesis of combined fuzzy decision rules based on the exploration analysis data». Proc. 4th IAFA Intern. Conference Interdisciplinary Approaches in Fractal Analysis, Bucharest, Romania, May 26-29, 2009 ISSN 2066-4451, P.71-78.

29. Korenevskiy, N. A. Use of an Interactive Method for Classification in Problems of Medical Diagnosis [Текст] / N. A. Korenevsky, S. V. Degtyarev, S. P. Seregin, A. V. Novikov // Biomedical Engineering November 2013, Volume 47, Issue 4, pp 169-172.

30. Korenevskiy, N. A. Design of network-based fuzzy knowledge bases for medical decision-making support systems [Текст] / N. A. Korenevsky, S.A. Gorbatenko, R.A. Krupchatnikov, M. I. Lukashov // Biomedical Engineering. - 2009. - V.43.-no.4. - P. 187-190.

31. Korenevskiy, N. A., Krupchatnikov, R.A., Gorbatenko, S.A. Generation of fuzzy network models taught on basic of data structure for medical expert systems, Biomedical Engineering Journal, Vol.42, No.2, pp.67-72.

32. Korenevskiy, N. A., Application of Fuzzy Logic for Decision-Making in MedicalExpert Systems [Text] / N. A.Korenevskiy // Biomedical Engineering May 2015, Volume 49, Issue, pp. 46-49.

Myasoedova Marina Anatolievna

South-West state University

Kursk, Russian Federation

Korenevsky Nikolay Alekseevich
Doctor of Technical Sciences, Professor
Email: kstu-bmi@yandex.ru

South-West state University

Kursk, Russian Federation

Starodubtseva Lilia Viktorovna
Candidate of Technical Sciences, Associate Professor
Email: lilja-74@inbox.ru

South-West state University

Kursk, Russian Federation

Pisarev Maksim Vasilievich

South-West state University

Kursk, Russian Federation

Keywords: mathematical model, fuzzy logic, occupational diseases, immune system, power engineering, forecasting

For citation: Myasoedova M.A. Korenevsky N.A. Starodubtseva L.V. Pisarev M.V. MATHEMATICAL MODEL TO ASSESS THE INFLUENCE OF ELECTROMAGNETIC FIELDS ON THE EMERGENCE AND DEVELOPMENT OF OCCUPATIONAL DISEASES IN THE ELECTRICITY SECTOR. Modeling, Optimization and Information Technology. 2019;7(2). Available from: https://moit.vivt.ru/wp-content/uploads/2019/05/MyasoedovaSoavtori_2_19_1.pdf DOI: 10.26102/2310-6018/2019.25.2.013 (In Russ).

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