Bilokon S. Modelling and process prediction in systems of materials thermal processing

Object of research - the processes of thermal treatment of construction materials in the dryer. Purpose is to improve the process of heat treatment of materials and the quality of the final product based on the new and improved modeling techniques. Methods are based on the provisions and methods of the theory of differential equations, based on fuzzy logic, the basic theory of neural networks and neural logic, computational methods and mathematical programming methods, theory evaluation. Theoretical results: the first time a method for modeling of systems in thermal processing of materials that, unlike existing ones, combining both numerical and fuzzy integral process models, thus providing adequate model of lower complexity, suitable for use in existing process control systems. First the model of the processes of heat treatment of materials that, unlike existing ones, taking into account both measurement and verbal process parameters, thus reducing the dimension of the model and reduce the complexity of modeling algorithms. Improved method for prediction of system thermal processing of materials that, unlike existing ones, taking into account the functional efficiency of the processes in the form of predicted values of quality parameters, thus improving the quality products at the lowest unit costs of resources. Bottom Line: studies and obtained scientific results are the basis for the development of simple and adequate process models in systems of thermal processing of materials that can be used in the APCS real time. Based on these methods and models developed: an algorithm for prediction of process parameters of heat treatment of materials, methods of modeling and forecasting systems in thermal processing of materials, intelligent decision support system to improve process control of thermal processing of materials; computer program for modeling and prediction of thermal materials processing. Degree of implementation: results of dissertation research implemented in VCZ "Ceramic", ZAT "Gran", PrAT "Regional Plant ZBViK" and the learning process of the Department of Computer Systems Vinnytsia National Technical University. Sector (industry) use - modeling systems in thermal processing of materials.