Artificial neural network is the most basic unit of neurons, using a self-learning ability of single neurons to a single neuron adaptive PID intelligent controller, not only simple structure, and strong adaptability and robustness. In this paper, single neuron adaptive PID intelligent controller of the structure, learning the ru