"Machine Learning Pipeline for Thermal Runaway Model Correction in Li-ion Batteries"
-
Updated
Jun 25, 2025 - Python
#
thermal-runaway
Here are 4 public repositories matching this topic...
Python battery pack simulator: ECM electro-thermal model, RTE, BMS, thermal runaway, drive cycles, EV/grid/UPS analysis.
python open-source simulation monte-carlo bms energy-storage lithium-ion fast-charging electric-vehicle equivalent-circuit-model battery-simulation drive-cycle state-of-charge battery-pack electro-thermal thermal-runaway round-trip-efficiency grid-storage battery-modeling ups-backup
-
Updated
Jun 15, 2026 - Python
Master's thesis project consisting in the development of a pipeline to segment and render tomography data of lithium-ion batteries during abuse testing.
-
Updated
Apr 15, 2024 - Python
EKF + Arrhenius-based LiPo battery thermal runaway prediction and adaptive output control for FPV drones — NASA PCoE dataset validation + physics-based freestyle endurance simulator
prediction ecm soc ekf lipo ocv sei batter lipo-batteries soh thermal-runaway adaptive-output-control early-thermal-runway
-
Updated
Jun 25, 2026 - Makefile
Improve this page
Add a description, image, and links to the thermal-runaway topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the thermal-runaway topic, visit your repo's landing page and select "manage topics."