Lecture
Basic Knowledge of Data and AI in Real Process
Data Understanding · Preprocessing · Modeling · Performance Evaluation
Lecture
Battery theory integration Essential Knowledge for Non Practitioners
From Cell Principles to Thermal Decomposition, Safety, and AI
Wavelet-Based Impedance Extraction from Lithium-ion Battery Operating Data for Real-Time BMS Applications
Comparitive Study of Isolated and Non-isolated Converter-based Active Cell Balancing Topologies for Lithium-ion Batteries
Electrochemical Behavior Analysis of 2D Lithium-Metal Batteries under Passive Cell Balancing Circuits
Physics-Informed Neural Networks for Battery SoH Estimation with Degradation-Aware Multi-Feature Inputs