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

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

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.

Materials: