A software package for MPC design and tuning: MPT+
Description
The industrial implementation of the model predictive control (MPC) is driven by the necessity to design, tune, and validate the constructed control policy. We present a novel software toolbox for advanced model predictive control (MPC) design extending the Multi-Parametric toolbox (MPT). Particularly, MPTplus introduces several advanced MPC controller design methods, including memory-efficient explicit tube MPC design, tube MPC controller with the limited rate of control actions, and a polynomial approximation of the 1−, ∞−norm-based explicit control law. The benefits of the proposed toolbox are demonstrated using both, numerical simulations and laboratory implementation on the device with fast dynamics.
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Additional details
Funding
Dates
- Accepted
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2024-01-23