Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging

Author:

Hirt Sebastian,Höhl Andreas,Schaeffer Joachim,Pohlodek Johannes,Braatz Richard D.,Findeisen Rolf

Publisher

Elsevier BV

Reference29 articles.

1. Closed-loop optimization of fast-charging protocols for batteries with machine learning;Attia;Nature,2020

2. A novel optimal charging algorithm for lithium-ion batteries based on model predictive control;Chen;Energies,2021

3. Accurate, compact, and power-efficient li-ion battery charger circuit;Chen;IEEE T. Circuits-II,2006

4. Barriers to widespread adoption of electric vehicles: An analysis of consumer attitudes and perceptions;Egbue;Energy Policy,2012

5. An introduction to nonlinear model predictive control. In 21st Benelux Meet. Syst. Control, volume 11;Findeisen,2002

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