Podeiko P. System of automatic control of electrothermal installations based on neuro-fuzzy logic in the conditions of incomplete determination of technological characteristics

Object of study: the processes of controlling the parameters of electro thermal plants. Purpose: Interrelation of electrical and technological parameters of electrothermal installations for the production of basalt superfine in the conditions of incomplete technological characteristics. Research methods. The following tasks were used in the dissertation work: methods of theory of electric circuits and electromagnetic fields; method of piece-linear approximation of nonlinear systems; method of harmonic analysis and Fourier series; theory of automatic control; methods of fuzzy logic, including methods of synthesis of control law in nonlinear systems; mathematical modeling in MATLAB environment. MATLAB, FuzzyTECH, OMEGA, TIA Portal software packages were used to implement a fuzzy logic controller (NLC) computer system and algorithms for embedded microprocessor systems, including real-time programming and testing