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20242026
most citedQuantum Computing in the Computational Landscape of Power Electronics: Vision and Reality

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math.OC2024

Constraints-Informed Neural-Laguerre Approximation of Nonlinear MPC with Application in Power Electronics

Duo Xu, Rody Aerts, Petros Karamanakos +1

This paper considers learning online (implicit) nonlinear model predictive control (MPC) laws using neural networks and Laguerre functions. Firstly, we parameterize the control seq…