Modeling of a winding machine using genetic programming

We present a new method for modeling the dynamics of a winding process using genetic programming and compare it with traditional modeling approaches. Data sets collected from an actual industrial process were used throughout the experiments. Three models were developed to describe the dynamics of the winding process. Experimental results are presented and discussed.