### The head of Laboratory

candidate of Technical Sciences, docent Kabildjanov Aleksandr Sabitovich – hybrid intelligent systems management of complex processes.

**The total number** is 4, including 1 doctors of science, 3 candidate of science.

### Contact info

Phone : (+998) 71 231 – 92 – 48

E-mail: mirismail46@mail.ru

### Laboratory Research Areas

Development of a system analysis methodology and constructive intellectual algorithmic methods for constructing mathematical models of complex processes. Development of algorithms and software for decision-making in control problems in conditions of vagueness, heterogeneity and uncertainty of information. Development of hybrid intellectual systems for managing complex technological processes of chemical and biotechnological production. Algorithms for predicting complex processes in terms of heterogeneous, fuzzy and incomplete information.

### Researchers and the short name of the direction of work

- The head. lab., candidate of Technical Sciences, docent Kabildjanov A.S. – intellectual algorithmic methods, and algorithms for solving problems of modeling, forecasting, optimizing and managing complex processes in chemical, biochemical technology and medicine.
- Leading researcher, doctor of technical sciences, prof. Ismailov M.A. – methods and algorithms for solving problems of modeling, diagnostics and control of technological processes in chemical and biochemical technology.
- Senior Scientist, candidate of Technical Sciences Umerov Kh.U. – methods and algorithms for solving problems of modeling, forecasting, diagnostics of complex processes based on fuzzy models and neural networks in chemical technology and medicine.
- Junior researcher, Ph.D. Nazarov A.I. – development of mathematical models and decision-making algorithms for predicting complex systems in medicine.

### Thesis Defense

2018 – Fayzullaev Bayram Artykbaevich (Ph.D), the topic “Models and algorithms for diagnosing the states of objects with heterogeneous characteristics”, specialty 05.01.02 – “System analysis, management and information processing”.

### Independent researchers

- Fayzullaev B.A. (Ph.D)
- Ohunbabaeva Ch. (Ph.D)

### Grants and projects

### Participation in conferences

- International Scientific Technical Conference “Radioelectronic, Information and Telecommunication Technologies. Problems and development. Tashkent 2015.
- Republican Scientific and Technical Conference “Fan, talim va and weak chisharish integration of akhborot-communication technology tehnilarini kullashning Cosmongi monmon Masalari.” Nukus 2015.
- Republican scientific and technical conference “The current state and prospects of information technology in management.” Tashkent. 2015
- Seventh World Conference “Intelligent Systems for Industrial Automation”, WCIS-2015, 2015, Tashkent, Uzbekistan.
- International Scientific Scientific and Technical Conference “Prospects for the development of information technologies ITPA-2015”. Tashkent. 2015
- Eighth World Conference “Intelligent Systems for Industrial Automation”, WCIS-2016, 2016, Tashkent, Uzbekistan.
- Republican scientific and technical conference “The current state and prospects for the application of information technology in management.” Dzhizak 2016
- Ninth World Conference “Intelligent Systems for Industrial Automation”, WCIS-2017, 2017, Tashkent, Uzbekistan.
- Republican scientific and technical conference “The current state and prospects for the use of information technology in management.” Tashkent. 2017
- Tenth World Conference “Intelligent Systems for Industrial Automation”, WCIS-2018, Tashkent, Uzbekistan.

### The international cooperation

- Russian University of Chemical Technology DI. Mendeleev
- Moscow State University of Environmental Engineering
- Institute of Automation of the National Academy of Sciences of the Kyrgyz Republic

### Membership in national and international organizations, editorial boards of journals, etc.

- Kabiljanov A.S. – Member of the Editorial Board of the scientific journal Problems of Computational and Applied Mathematics, Uzbekistan, ISSN 2181-8460.

### Intellectual property

- DGU 03020, Complex multicriteria optimization program based on exponential convolution. Kabiljanov A.S., Ismailov M.A., Umerov Kh.U., Akhmedov O.S.
- DGU 03516, Prediction of air temperature on the city of Sa-Markand (Samarkand-T) based on changes in gravitational forces. Kabiljanov A.S., Nazarov A.I., Kadirov R.Kh., Kurbanov N.
- DGU 03550, Prediction of air temperature on the city of Nukus (Nukus-T) based on changes in gravitational forces. Kabiljanov A.S., Kadirov R.Kh., Nazarov A.I., Umerov Kh.U.
- DGU 04025, Prediction of air temperature on the city of Jizzak (Djizzak-T) based on gravitational forces. Nazarov A.I., Kadirov R.Kh., Kabildzhanov A.S., Umerov Kh.U.
- DGU 04024, Prediction of air temperature on the city of Ter-mez (Termez-T) based on changes in gravitational forces. Nazarov A.I., Kadirov R.Kh., Kabildzhanov A.S., Kamilov Kh.A.
- DGU 04099, Prediction of air temperature on the city of Karshi based on the change of gravitational forces (Karshi-T). Nazarov A.I., Kadirov R.Kh., Kurbanov N, Umerov Kh.U.
- DGU 04211, Prediction of air temperature on the city of Fergangan based on the change of gravitational forces (Fergana-T). Nazarov A.I., Kadirov R.Kh., Kabildzhanov A.S., Avazbaev A.A.
- DGU 03992, Calciclashtirilgan soda and islab chikarishda carbonization of the Zharayonni modellashtirish. Ismoilov M.A., Kaipbergov B.T., Fayzullaev B.A., Fozilova M.M., Turumbetov B.K.
- DGU 04645, Prediction of air temperature on the city of Gulistan based on the change of gravitational forces (Gulistan-T). Nazarov A.I., Kadirov R.Kh., Kabildzhanov A.S., Umerov Kh.U.
- DGU 05134, Prediction of Wolf numbers (SP) based on changes in gravitational forces (Pulkovo-SP.exe). Nazarov A.I., Kadyrov R.Kh., Ibrohimov B.S.
- DGU 05540, Program for predicting the index of geo-magnetic activity (Kp) based on changes in the gravitational forces in the solar system (Kp.exe). Nazarov A.I., Kadyrov R.Kh., Ibrokhimov B.S.

### New research results

- The methodology of system analysis and hierarchical structures of mathematical models of industrial complexes and bio-technological processes for the construction of mathematical software for control systems have been developed.
- The knowledge bases of the biotechnological process were built, the formalization of problem situations was carried out, a conceptual model of knowledge representation and computational procedures for knowledge processing were developed.
- The methodology of intellectualization and algorithmization of the problem of identification of dynamic control objects in the class of systems of differential equations has been developed.
- An expert system for the synthesis of mathematical models of the structure of the flow of a biochemical reactor was built.
- An expert system for the synthesis of mathematical models of chemical reaction kinetics was developed.
- The problem of computer synthesis of the microkinetics model of bio-technological processes is solved.
- The architecture of the adaptive neuro-fuzzy control system of biotechnological processes was developed.
- A conceptual model of short-term and medium-term forecasting of complex processes was built based on the use of time series, taking into account the influence of external influences in conditions of heterogeneous, fuzzy and incomplete information.
- A method has been developed for predicting the ambient temperature of a long-term forecast of this parameter without resorting to an extra-trapolation procedure, which improves the accuracy of the forecast.
- MLP and RBF neural networks were built, which allow forecasting the output parameters of the carbonization process in soda production with acceptable accuracy for practical purposes.
- A neuro-fuzzy model for predicting the state of the carbonization process, based on the predictive processing of source data using the methods of fractal analysis, has been developed.
- The structure and algorithm of functioning of the system of collective decision-making on predicting the “quality of the day” for the category of persons of meteorological people for CVD
- The architecture of the hybrid intellectual system of forecasting the “quality of the day” for the category of persons of meteo-dependent people on CVD has been developed.

### List of publications

- Kabiljanov A.S. Decision Making in Static Optimization of Biotechnological Processes under Partial Uncertainty // Journal “Problems of Computational and Applied Mathematics”, CRRP and AIC, Tashkent, №1, 2015. P. 94-101.
- Ismailov M.A. Formation of diagnostic space for production facilities with heterogeneous characteristics. Problems of computer science and energy. No. 5,2015. 3-11 pp.
- Ismailov MA, Khojaev MS Evaluation of performance indicators of complex production facilities based on multi-criteria optimization. Problems of Informatics and Energy №2, 2016. 12-17 pp.
- Kabiljanov A.S. Neural network forecasting in the management of continuous quasistationary processes. An article in the journal “Problems of Computational and Applied Mathematics”, CRRP and AIC, Tashkent, №3, 2016. P. 39-44.
- Kabildzha¬nov A.S. Fuzzy approximation in problems of optimal parametric synthesis of technical objects. An article in the journal “Problems of Informatics and Energy”, Tashkent, №5, 2016. P. 23-32.
- Ismailov M.A., Kaipbergenov B.T., Fayzullaev B.A. Fozilova M.M. Evaluation of the content of intermediate substances of the reaction in the bubble absorber soda production. Problems of Informatics and Energy. №5, 2016. 3-11 pp.
- Umerov Kh.U. Prediction of the state of weakly determined objects based on fractal analysis. An article in the journal “Problems of Informatics and Energy”, Tashkent, №1, 2017. p. 13-18.
- Ismailov M.A., Kaipbergenov B.T., Fayzullaev B.A., Fozilova M.M. Neuro fuzzy models of technological objects with inhomogeneous characteristics. Problems of computer science and energy. №1, 2017. 3-10 pp.
- Umerov Kh.U. Functional diagnostics of dynamic systems. An article in the journal “Problems of Informatics and Energy”, Tashkent, №3, 2017 p. 21-27.
- Kabiljanov A.S. Methods of processing and the formation of experimental data. A manual for masters by specialty: 5А311001 – “Automation of technological processes and production.” The manual was approved at a meeting of the Scientific Council of TIIIMSH dated March 29, 2018, protocol No. 8. Tashkent 2018, 126 p.
- Nazarov, A.I., Kadirov, R.H., Kamilov, A.I. ITPA-20l5, Tashkent – 20I5, p. 164-167.
- Nazarov A.I. Tursunov U.S., Guseynov R.A. Predicting cardiological disease crises based on fuzzy models. Bulletin TUIT. – Tashkent, 2015. – № 3 (35). – p. 152 – 155.
- Nazarov A.I., Gabdrakipov, T.R., Zakirov, O.Y. Long-term forecasting of meteorological precipitation based on changes in the gravitational forces. Uzbeksky journal Problems of Informatics and Energy. Tashkent, 2015, №5, p.18-23.
- Nazarov A.I., Kadirov R.H., Ibrohimov B.C. Prediction of Solar Activity on the basis of Redistribution of Masses of the Solar System. International Journal of Advanced Research in Science, Engineering and Technology, Vol. 4, Issue 10 , October 2017, с.4586-4692.