Algorithm of a knowledge extraction from neural network on the example of hot-dip zinc coating process

One of the major disadvantages of neural networks is that they can be considered as black boxes, since no satisfactory explanation of their work. A method for the analysis of regression neural networks, which provides physical interpretation of examined processes, is described in the paper. Method was verified on a base of test and empirical data of hot-dip zinc coating process.