Cover Image

Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Minsu, Schaeffer, Joachim, Berliner, Marc D., Sagnier, Berta Pedret, Findeisen, Rolf, Braatz, Richard D.
Format:	Preprint
Published:	2024
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging
by: Hirt, Sebastian, et al.
Published: (2024)

Cycle Life Prediction for Lithium-ion Batteries: Machine Learning and More
by: Schaeffer, Joachim, et al.
Published: (2024)

Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging
by: Hirt, Sebastian, et al.
Published: (2024)

Bang-Ride Optimal Control: Monotonicity, External Positivity, and Fast Battery Charging
by: Shi, Shengling, et al.
Published: (2025)

Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles
by: Berliner, Marc D., et al.
Published: (2025)

Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data
by: Schaeffer, Joachim, et al.
Published: (2024)

LQR for Systems with Probabilistic Parametric Uncertainties: A Gradient Method
by: Cui, Leilei, et al.
Published: (2026)

Probabilistically Robust Uncertainty Analysis and Optimal Control of Continuous Lyophilization via Polynomial Chaos Theory
by: Srisuma, Prakitr, et al.
Published: (2025)

Probabilistically Input-to-State Stable Stochastic Model Predictive Control
by: Pfefferkorn, Maik, et al.
Published: (2024)

Interpretation of High-Dimensional Regression Coefficients by Comparison with Linearized Compressing Features
by: Schaeffer, Joachim, et al.
Published: (2024)

Diagnostic-free onboard battery health assessment
by: Che, Yunhong, et al.
Published: (2025)

Simulation-based Approach for Fast Optimal Control of a Stefan Problem with Application to Cell Therapy
by: Srisuma, Prakitr, et al.
Published: (2024)

Highly Efficient Optimal Control for Lyophilization via Simulation of Discrete/Continuous Mixed-index Differential-algebraic Equations
by: Srisuma, Prakitr, et al.
Published: (2025)

A Quadratic Programming Algorithm with $O(n^3)$ Time Complexity
by: Wu, Liang, et al.
Published: (2025)

Systematic Feature Design for Cycle Life Prediction of Lithium-Ion Batteries During Formation
by: Rhyu, Jinwook, et al.
Published: (2024)

Geometric Data-Driven Dimensionality Reduction in MPC with Guarantees
by: Schurig, Roland, et al.
Published: (2023)

A direct optimization algorithm for input-constrained MPC
by: Wu, Liang, et al.
Published: (2023)

A Parallel Vector-form $LDL^\top$ Decomposition for Accelerating Execution-time-certified $\ell_1$-penalty Soft-constrained MPC
by: Wu, Liang, et al.
Published: (2024)

Time-certified Input-constrained NMPC via Koopman Operator
by: Wu, Liang, et al.
Published: (2024)

EIQP: Execution-time-certified and Infeasibility-detecting QP Solver
by: Wu, Liang, et al.
Published: (2025)

Nonparametric Steady-State Learning for Nonlinear Output Feedback Regulation
by: Wang, Shimin, et al.
Published: (2024)

State-of-Health Prediction for EV Lithium-Ion Batteries via DLinear and Robust Explainable Feature Selection
by: Kim, Minsu, et al.
Published: (2025)

Editorial: Special Issue on Model Predictive Control Under Disturbances and Uncertainties: Safety, Stability, and Learning
by: Wen‐Hua Chen, et al.
Published: (2025)

Regret and Conservatism of Distributionally Robust Constrained Stochastic Model Predictive Control
by: Pfefferkorn, Maik, et al.
Published: (2023)

Real-time Gaussian Process based Approximate Model Predictive Trajectory Tracking Control for Autonomous Vehicles
by: Rose, Alexander, et al.
Published: (2026)

Robust Model Predictive Control of Fast Lithium-ion Battery Pretreatment for Safe Recycling
by: Yuan, Meng, et al.
Published: (2025)

Integrated Optimal Fast Charging and Active Thermal Management of Lithium-Ion Batteries in Extreme Ambient Temperatures
by: Lu, Zehui, et al.
Published: (2024)

Comparative Performance Analysis of Numerical Discretization Methods for Electrochemical Models of Lithium-ion Batteries
by: Guo, Feng, et al.
Published: (2025)

Safe and Stable Closed-Loop Learning for Neural-Network-Supported Model Predictive Control
by: Hirt, Sebastian, et al.
Published: (2024)

Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control
by: Hirt, Sebastian, et al.
Published: (2024)

Safe and High-Performance Learning of Model Predicitve Control using Kernel-Based Interpolation
by: Rose, Alexander, et al.
Published: (2024)

Perturbed Gradient Descent Algorithms are Small-Disturbance Input-to-State Stable
by: Cui, Leilei, et al.
Published: (2025)

Real-time Estimation of Bound Water Concentration during Lyophilization with Temperature-based State Observers
by: Srisuma, Prakitr, et al.
Published: (2024)

Neural Horizon Model Predictive Control -- Increasing Computational Efficiency with Neural Networks
by: Alsmeier, Hendrik, et al.
Published: (2024)

Fast State-of-Health Estimation Method for Lithium-ion Battery using Sparse Identification of Nonlinear Dynamics
by: Lee, Jayden Dongwoo, et al.
Published: (2024)

Bridging Data-Driven Reachability Analysis and Statistical Estimation via Constrained Matrix Convex Generators
by: Xie, Peng, et al.
Published: (2026)

Model Predictive Control for Constrained Linear Positive Systems on Graphs
by: Schurig, Roland, et al.
Published: (2026)

Efficient Learning of Vehicle Controller Parameters via Multi-Fidelity Bayesian Optimization: From Simulation to Experiment
by: Zhao, Yongpeng, et al.
Published: (2025)

GlycoPy: A CasADi-based Python Framework for Hierarchical Modeling, Optimization, and Control of Bioprocesses
by: Ma, Yingjie, et al.
Published: (2026)

A Time-certified Predictor-corrector IPM Algorithm for Box-QP
by: Wu, Liang, et al.
Published: (2025)