International Journal of Power Electronics and Drive Systems (IJPEDS)
Vol 9, No 3: September 2018

Fuzzy Model Predictive Controller for Artificial Pancreas

Mohamed El Hachimi (Faculty of Science and Technologies Mohammedia)
Abdelhakim Ballouk (Faculty of Science and Technologies Mohammedia)
AbdNaceur Baghdad (Faculty of Science and Technologies Mohammedia)

Article Info

Publish Date
01 Sep 2018

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.

Copyrights © 2018




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Journal Info
International Journal of Power Electronics and Drive Systems (IJPEDS)
Website

Abbrev

IJPEDS

Publisher

Institute of Advanced Engineering and Science

Subject

Control & Systems Engineering Electrical & Electronics Engineering

Description

International Journal of Power Electronics and Drive Systems (IJPEDS, ISSN: 2088-8694, a SCOPUS indexed Journal) is the official publication of the Institute of Advanced Engineering and Science (IAES). The scope of the journal includes all issues in the field of Power Electronics and drive systems. ...