Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 9, Issue 1


Published
on


Pages

170-180


DOI

Article

Model Predictive Control Design for SISO LTI system subjected to bounded constraints


Authors

Atul Katiyar Affiliation:
M.J.P. Rohilkhand University, Bareilly, Uttar Pradesh, India
, Ajay Yadav Affiliation:
M.J.P. Rohilkhand University, Bareilly, Uttar Pradesh, India
and Hari Kumar Singh Affiliation:
M.J.P. Rohilkhand University, Bareilly, Uttar Pradesh, India


Abstract

In this paper Model Predictive Control (MPC) for SISO LTI system is considered. MPC emanates from dynamic optimisation where a dynamical system is controlled while minimising the associated performance index and satisfying all the constraints. Using current measurement of states (if all states are available for measurement else state observer is used) a predicted plant model is obtained on a prediction horizon (N) and using this predicted plant model we get the predicted performance index which is minimized to get a future control sequence. The first component of the control sequence is used while rest gets discarded and at the next instance the whole process is repeated. In this paper a LTI SISO system is subjected to constraints on both input and output is considered. Simulation results verify the efficacy of the designed algorithm.


Keywords

Model Predictive Control, LTI, Control Variable, Dynamix matrix control


Citation

Katiyar, A., Yadav, A., & Singh, H. K. (2018). Model predictive control design for SISO LTI system subjected to bounded constraints. Turkish Journal of Computer and Mathematics Education, 9(1), 170–180.

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