A study of measurement for the liquid-droplet size distribution by using ann

摘要

In the paper the further research of droplet size distribution using electronic probe is introduced.One of the ANN (Artificial Neural Network) algorithm -BP (Back-Propagation) is used in calculatin gthe probability density function of droplet size distribution f(D),so a higher measruing accuracy and the real time measuring are achieved.In the present paper,a curve between the quantity of hide nodes of ANN and generalization and the designing more generalized network using the curve are also introduced.In order to increase generalization of ANN.we improve BP algorithm.