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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Mohamed El Hachimi
Faculty of Science and Technologies Mohammedia
Control & Systems Engineering Electrical & Electronics Engineering

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Fuzzy Model Predictive Controller for Artificial Pancreas Mohamed El Hachimi; Abdelhakim Ballouk; AbdNaceur Baghdad
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 9, No 3: September 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v9.i3.pp1178-1185

Abstract

This work consists on new tuning of Model Predictive Controllers using Fuzzy Logic method. Tree relevant parameters are automatically adjusted the prediction horizon Np, the input weight R and the output weight Q. The proposed controller is implemented in an Artificial Pancreas and tested under realistic conditions in a commercial platform of simulation. The result of the simulations revealed the success of such a method to improve the controller’s performances compared to the previous ones.
Co-Authors Abdelhakim Ballouk AbdNaceur Baghdad