Tuning of multivariable model predictive controllers through expert bandit feedback
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Control"
DOI: 10.1080/00207179.2020.1727959
Abstract: For certain industrial control applications an explicit function capturing the non-trivial trade-off between competing objectives in closed loop performance is not available. In such scenarios it is common practice to use the human innate ability… read more here.
Keywords: model predictive; multivariable model; tuning multivariable; predictive controllers ... See more keywords
A Scheduling Scheme of Linear Model Predictive Controllers for Turbofan Engines
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DOI: 10.1109/access.2017.2764076
Abstract: An adaptive model predictive controller with a new scheduling scheme for turbofan engines is proposed, which can transfer engine from one working state to the others within the flight envelope. First, the flight envelope is… read more here.
Keywords: linear model; model predictive; turbofan engines; predictive controllers ... See more keywords
Data-Driven Design of Explicit Predictive Controllers With Structural Priors
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2023.3258913
Abstract: In this letter, we propose a data-driven approach to derive explicit predictive control laws. The key idea of the presented strategy is to exploit the prior knowledge that the optimal solution is a piece-wise affine… read more here.
Keywords: controllers structural; design explicit; predictive controllers; driven design ... See more keywords