Adaptive Predictive Control using GOBF-ARX Models : An Experimental Case Study

@inproceedings{Madakyaru2013AdaptivePC,
  title={Adaptive Predictive Control using GOBF-ARX Models : An Experimental Case Study},
  author={Muddu Madakyaru and Sachin C. Patwardhan},
  year={2013}
}
Industrial applications of model predictive control rely mostly on linear empirical models obtained by employing time series analysis approaches. These models can quickly become obsolete and require maintenance when the operating conditions become significantly different from the design conditions. The need to generate good predictions in the face of changing operating conditions and / or plant characteristics can be fulfilled through updating the linear model parameters online. This work is… CONTINUE READING