Abstract: Based on the research of the mathematics model of the balancing process, a new no trial weights rotor balancing method that base on the application of the neural network is introduced. Some vital problems in the ANN application are discussed, and possible solutions for the vital problems are brought forth. The experimental results show that the artificial neural network has its own superiority in solving the rotor balancing problem.

Key words: Balancing, Neural network, Rotor