Archive – CCPS Laboratory – TU Darmstadt

Archive

Picture: Elsevier

Picture: Elsevier

New publication in IFAC-PapersOnLine: “Stability-informed Bayesian Optimization for MPC Cost Function Learning”

2024/11/05

Sebastian Hirt, Maik Pfefferkorn, Ali Mesbah, Rolf Findeisen
Picture: Cell Press

Picture: Cell Press

New publication in Cell Reports Physical Science: “Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data”

2024/11/04

Joachim Schaeffer, Eric Lenz, Duncan Gulla, Martin Z. Bazant, Richard D. Braatz, Rolf Findeisen
Picture: CCPS

Picture: CCPS

CCPS Talks: Thesis Defenses

2024/11/14

Thursday, 14 November 2024, 14:00, Room S3|10 406A and via Zoom

Ricky Hanson, Dave Rahmatharun
Picture: IEEE Xplore

Picture: IEEE Xplore

New Publication in IEEE Xplore: “Guaranteed Collision Avoidance for Autonomous Vehicles Fusing Model Predictive Control and Data Driven Reachability Analysis”

2024/10/29

Tingzhong Fu, Hoang Hai Nguyen, Rolf Findeisen
Picture: Elsevier

Picture: Elsevier

New Publication in IFAC-PapersOnLine: “Direct Data-Driven Robust Predictive Control for Lur'e Systems based on Tailored Data Sampling”

2024/10/29

Hoang Hai Nguyen, Rolf Findeisen
Picture: Betsy Skrip

Picture: Betsy Skrip

Early detection makes batteries safer

2024/10/28

TU Darmstadt and MIT develop methods for monitoring with machine learning
Picture: CCPS

Picture: CCPS

CCPS Talks: Thesis Defenses

2024/10/29

Tuesday, 29 October 2024, 14:30, Room S3|10 406A and via Zoom

Ketlin Jennifer Philips: Implementation of a data-driven predictive controller on a three-tank system
Picture: CCPS

Picture: CCPS

CCPS Talks: Thesis Defenses

2024/10/17

Thursday, 17 October 2024, 15:00, Room S3|10 406A and via Zoom

Sophie Sorge und Rami Lifke
Picture: CCPS

Picture: CCPS

CCPS Talks: Thesis Defenses

2024/10/08

Tuesday, 08 October 2024, 14:30, Room S3|10 406A and via Zoom

Johannes Fiege: Optimal Control of Battery Fast Charging using Pontryagin's Minimum Principle
Picture: ECS

Picture: ECS

New Publication in Journal of The Electrochemical Society on “Fast Charging of Lithium-Ion Batteries While Accounting for Degradation and Cell-to-Cell Variability”

2024/10/02

Minsu Kim, Joachim Schaeffer, Marc D. Berliner, Berta Pedret Sagnier, Martin Z. Bazant, Rolf Findeisen, Richard D. Braatz
Picture: I. Brauer, CCPS

Picture: I. Brauer, CCPS

PhD defense of Philipp Schaub

2024/10/01

September 24th, 2024: Philipp Schaub successfully defends his dissertation!

Under the watchful eyes and ears of Athena and the examination board, Mr. Schaub gave his presentation and was intensively tested in his knowledge.
Picture: Elsevier

Picture: Elsevier

New Publication in IFAC-PapersOnLine on “Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging”

2024/09/24

Sebastian Hirt, Andreas Höhl, Joachim Schaeffer, Johannes Pohlodek, Richard D. Braatz, Rolf Findeisen
Picture: IEEE Xplore

Picture: IEEE Xplore

New Publication in in IEEE Conferences “Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries”

2024/09/24

Minsu Kim, Joachim Schaeffer, Marc D. Berliner, Berta Pedret Sagnier, Rolf Findeisen, Richard D. Braatz
Picture: IEEE Xplore

Picture: IEEE Xplore

New Publication in in IEEE Conferences “Cycle Life Prediction for Lithium-ion Batteries: Machine Learning and More”

2024/09/24

Joachim Schaeffer, Giacomo Galuppini, Jinwook Rhyu, Patrick A. Asinger, Robin Droop, Rolf Findeisen, Richard D. Braatz
Picture: IEEE Xplore

Picture: IEEE Xplore

New Publication in in IEEE Conferences “Neural Horizon Model Predictive Control – Increasing Computational Efficiency with Neural Networks”

2024/09/24

Hendrik Alsmeier, Anton Savchenko, Rolf Findeisen