Algorithm for robust explicit/multi-parametric MPC in embedded control systems
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In this paper we present a framework for robust explicit/multi-parametric model predictive control (MPC). Based on four key steps, the proposed framework offers a systematic method for the off-line design, validation/testing and implementation of robust explicit MPC controllers for embedded systems. An important feature of the framework, is the use of a robust explicit/multi- parametric MPC technique that can guarantee that the system constraints are not violated due to the system model uncertainties. The framework is illustrated for the design of a robust explicit/multi-parametric MPC controller for the hydrogen desorption in metal- hydride bed storages. © 2011 IFAC.
author list (cited authors)
Kouramas, K., Panos, C., & Pistikopoulos, E. N.