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This paper is devoted to the field of artificial intelligence for drive control. In previous works, we presented possible advantages from using an artificial neural network (ANN) for speed control in a DTC-SVM (direct torque controlled-space vector modulated) drive. Learning of the neural controller was set on-line. Starting from a random configuration of the speed controller, the network adapts its...
In this paper an artificial neural network, which realizes a nonlinear adaptive control al-gorithm, has been applied in a control system of variable speed generating system. The speed is adjusted automatically as a function of load power demand. The controller employs a single layer neural network to estimate the unknown plant nonlinearities online. Optimization of the controller is difficult because...
In this paper, an artificial neural network, which realizes a reference model control idea, has been applied to the control system of a variable speed generating system. The speed is adjusted automatically as a function of the load power demand. The energy balance in the system is achieved by control of the DC-link voltage. The control system is based on an artificial neural network trained on-line...
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