The article presents the results of research on innovative ways to improve the efficiency of sprinkler machines, one of which is intellectualization. Models of neural network control are considered as methods. Also, methods of introducing neurocontrollers into control systems are proposed to increase the efficiency of control both with existing equipment and in the development of modern sprinkler machines.
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