Orlovsky I. A synthesis of automation electromechanics systems on the basis of the modified recurrent neuron networks

Object of research - transients in electromechanical systems (EМS) with intellectual control systems. The purpose of research - creation of methods of synthesis automated EМS on the basis of the modified recurrent neural networks (МRNN) for maintenance of effective parameters of management. Methods of research - methods of theories of automatic control, the electric drive, identification, artificial neural networks, indistinct sets, optimization (in particular a method of genetic algorithm), matrixes, разностных the differential equations, mathematical modeling. Theoretical and practical results - has received the further development the theory of the electric drive regarding synthesis intellectual EМS managements on the basis of offered МRNN; structures МRNN for identification linear and nonlinear EМS in view of their features are offered; are found by the set criteria parameters of a control system asynchronous traction to the electric drive of a diesel engine-train with use of its models of a kind of the MRNN and genetic algorithms; methods of synthesis are developed are checked up by mathematical modeling, at the research stand and at operation asynchronous traction to the electric drive of a diesel engine-train. Novelty - methods are developed: synthesis for nonlinear EМS mathematical models of kind МRNN with use of training of gradient algorithms on parameters of a mode of object; Transformations of linear and nonlinear mathematical models EМS to models of kind МRNN; synthesis of weight factors МRNN by analytical parities{ratio} on parameters of an operating mode of object and a technique: identifications of parameters EМS on their models of kind МRNN; decrease{reductions} in time of search at use of genetic algorithms of parameters of regulators on model EМS of kind МRNN due to use of the information about EМS; the mathematical model of teamwork of all units of the asynchronous traction electric drive a diesel engine of a train in view of the advanced management of a diesel engine, the generator and traction asynchronous engines is developed; features of synthesis of mathematical models of kind МRNN for EМS with to non-linearity type a backlash and restriction on parameters of an operating mode of the equipment are certain. Degree of introduction - in Open Society of scientific research institute " Converter " (Zaporozhye); in the motor-carload of depot Hristinovka of the Odessa railway; educational process of the Zaporozhye national technical university. Area - an iron and steel industry and transport.