Through constructing the RBF network approximation facility, this paper proposes a novel fault diagnosis structure and method applying RBF network to the fault diagnosis of drum level sensor.

The topologic structure and learning algorithm of the rough neural network are given, and the approximation theorem of the rough neural network is presented.

Based on the learning characteristic of neural network and the function approximation ability of the wavelet, a new self tuning control algorithm is presented.