Application of NN-SANARX model for identification and control liquid level tank system

J.Belikov, E. Petlenkov, K. Vassiljeva
Fri, 06/12/2013
Talk type: 
Conference name: 
The 12th International Conference on Machine Learning and Applications 2013
Miami, Florida, USA

The present contribution may be seen in application of the classical control technique (linearization via dynamic output feedback) and neural networks based modeling to control a water level in a tank system. In the paper we describe all design steps: starting from collecting the input-output (i/o) data of a process and finishing with implementation and test of the synthesized controller on a real plant. Therefore, the research, presented in the paper, can be seen as a preliminary step towards real industrial application.