Cover Image

Diagnostic-free onboard battery health assessment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Che, Yunhong, Lam, Vivek N., Rhyu, Jinwook, Schaeffer, Joachim, Kim, Minsu, Bazant, Martin Z., Chueh, William C., Braatz, Richard D.
Format:	Preprint
Published:	2025
Subjects:	Systems and Control Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

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

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

Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries
by: Kim, Minsu, et al.
Published: (2024)

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

Fixed-time-stable ODE Representation of Lasso
by: Wu, Liang, et al.
Published: (2026)

Scaling and Analytical Approximation of Porous Electrode Theory for Reaction-limited Batteries
by: Pathak, Shakul, et al.
Published: (2026)

Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging
by: Hirt, Sebastian, 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)

Nonparametric Steady-State Learning for Nonlinear Output Feedback Regulation
by: Wang, Shimin, 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)

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

Collision-Free Bearing-Driven Formation Tracking for Euler-Lagrange Systems
by: Cheng, Haoshu, et al.
Published: (2025)

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

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)

Simulation-based Approach for Fast Optimal Control of a Stefan Problem with Application to Cell Therapy
by: Srisuma, Prakitr, 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)

Line Tension Reshapes Nucleation at Surface Edges: A Generalized Theory for Nanopore Activation
by: Wu, Yanchen, et al.
Published: (2025)

Data-Driven Nonlinear Regulation: Gaussian Process Learning
by: Harry, Telema, et al.
Published: (2025)

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

A nonparametric learning framework for nonlinear robust output regulation
by: Wang, Shimin, et al.
Published: (2023)

Efficient COLREGs-Compliant Collision Avoidance using Turning Circle-based Control Barrier Function
by: Lee, Changyu, et al.
Published: (2025)

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

Time-Certified and Efficient NMPC via Koopman Operator
by: Wu, Liang, et al.
Published: (2026)

Polynomial Chaos-based Stochastic Model Predictive Control: An Overview and Future Research Directions
by: Mishra, Prabhat K., et al.
Published: (2024)

Arbitrarily Small Execution-Time Certificate: What was Missed in Analog Optimization
by: Wu, Liang, et al.
Published: (2025)

An Execution-time-certified Riccati-based IPM Algorithm for RTI-based Input-constrained NMPC
by: Wu, Liang, et al.
Published: (2024)

Quasi-Steady-State Approach for Efficient Multiscale Simulation and Optimization of mAb Glycosylation in CHO Cell Culture
by: Ma, Yingjie, et al.
Published: (2024)

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

Polynomial Parametric Koopman Operators for Stochastic MPC
by: Iliakis, Efstathios, et al.
Published: (2026)

Least-Squares Multi-Step Koopman Operator Learning for Model Predictive Control
by: Wu, Liang, et al.
Published: (2026)

Koopman-BoxQP: Solving Large-Scale NMPC at kHz Rates
by: Wu, Liang, et al.
Published: (2026)

Model-free fast charging of lithium-ion batteries by online gradient descent
by: Taghavian, Hamed, et al.
Published: (2024)

Lifelong reinforcement learning for health-aware fast charging of lithium-ion batteries
by: Yuan, Meng, et al.
Published: (2025)