Model predictive control: theory and practice—a survey
Automatica (Journal of IFAC)
Model Predictive Control in the Process Industry
Model Predictive Control in the Process Industry
Local Linear Model Trees for On-Line Identification of Time-Variant Nonlinear Dynamic Systems
ICANN 96 Proceedings of the 1996 International Conference on Artificial Neural Networks
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An intelligent predictive control with locally linear neurofuzzy identifier and numerically optimization procedure has been proposed for temperature control of electrically heated micro heat exchanger. To this end, first the dynamics of the micro heat exchanger is identified using Locally Linear Model Tree (LOLIMOT) algorithm. Then, the predictive control strategy based on the LOLIMOT model of the plant is applied to provide set point tracking of the output of the plant. Some computer simulation is provided to show the effectiveness of the proposed controller. Simulation results show better performance for the proposed controller in comparison with PID controller.