This paper presents new results of PID neural network controller for heading control of ship. The control system uses one neural network to drive parameters of a PID controller. Another neural network is used to predict the ship’s heading so that it gives the predicted heading of k steps in advance. | PID – Neuron controller for ships heading with neuron indentification