develope a MPC controller in matlab code for artificial pancreas

I am working on developing linear MPC controller for Insulin+ glucagon pump for diabetes patient(Artificial pancreas).

The normal range of blood glucose subject should have is 70 mg\dl – 120 mg\dl. If this range exceeds above 120 mg\dl then the subject requires insulin to regulate and control. If the range falls below 70mg\dl subject requires glucagon to regulate. Usually the blood glucose exceeds while having food or carbohydrate and falls down due to low sugar in the food due to exercise.

My aim is to develop MPC controller to regulate and maintain the blood glucose in the normal range for a long time by automatically inducing insulin and glucagon with respect to the blood glucose.

I have chosen a plant model which has 22 differential equations. This model has 1 glucose output and 1 insulin and 1 glucagon port as input (2 inputs) MISO system.

Single MPC for 2 manipulated variables

Skills: Electrical Engineering, Electronics, Engineering, Mathematics, Matlab and Mathematica

See more: matlab code hsdpa, converting matlab code, running matlab code fortran, mpc code in matlab, mpc solver, model predictive control matlab example, model predictive control design, model predictive control matlab source code, model predictive control python code, nonlinear model predictive control matlab code, model predictive control simple example, matlab code conversion, expectation maximization matlab code, conv matlab code, atmega pid controller source code, rule mappling fuzzy controller matlab code, matlab code pid controller motor, matlab simulink mpc controller, mpc controller battery matlab, matlab code input variables

About the Employer:
( 0 reviews ) manipal, India

Project ID: #18014907

5 freelancers are bidding on average ₹26555 for this job


Dear sir. Your project attracted my attention at first glance, because I've extensive experience in MATLAB & AI Programming. I'm really confident about your project, and very eager to join your project. If we have a More

₹30000 INR in 10 days
(49 Reviews)

Hi, I am a control engineering expert and have a good experience in design, simulation and development of control systems. I am so familar with MPC. If you give me this project, you will get a good result. Thanks. Rel More

₹30000 INR in 10 days
(29 Reviews)

Dear. I am an electrical engineer. I have many experiences in MPC. We can discuss details via chat. I wait for you now. Thanks.

₹20000 INR in 10 days
(25 Reviews)

Hello sir. I'm excited about your project, because I've really rich experience in MATLAB & AI Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonderful More

₹25000 INR in 10 days
(2 Reviews)

It sounds like an interesting project, and I would like to be apart of it. My experience I gained during my [login to view URL] project will serve I believe. I designed a autopilot for in-flight refueling for 2 Airbus A330's, More

₹27777 INR in 7 days
(0 Reviews)