Fast and flexible physics-based battery models in Python

Open-Source: Modular BMS based on LTC68XX & STM32 MCU for up to 400V EV battery pack

Optimize energy assets using mixed-integer linear programming

Repository for the paper "Statistical learning for accurate and interpretable battery lifetime prediction"

An open-source, web-based application for analyzing electrochemical impedance data!

yadg: yet another datagram

A simple 18650 Lithium Ion battery tester based on a raspberry pi, with the hardware schematics and python program and GUI.

System layout of the "cos(h)"-LibreSolar-Box using Libre Solar components

An automated Twitter Bot that Tweets random Battery Simulations and replies to requested Battery Simulations.

Data and code for the paper 'Estimating Battery State-of-Charge within 1% using Machine Learning and Physics-based Models' (SAE'23)

Uncertainty estimation of the state of charge for a Lithium-ion battery (Panasonic CGR-17500) calculated using the direct voltage mapping method based on the discharge curve of the battery.

Python module and command line tool for reading and converting Neware nda and ndax battery cycling data files.

MOOSE Application for simulation of electrodeposition in Li-ion batteries

My dot files collection - batteries included. Much awesome.

A copier template for battery modeling projects using PyBaMM

PulseBat dataset for retired battery reuse and recycling decision making. We open-source the collected PulseBat dataset for pulse voltage response generation of the retired batteries across random retirement conditions, i.e., state of charge (SOC) conditions, facilitating downstream SOH estimation tasks.

Interactive maps on all things energy

Ikea Molgan PIR LED light hack to add wireless Arduino functionality

A 50W regenerative battery cycler (HW+SW design)

Supporting code and sample data for manuscript on anomalous ion transport in beta''- and beta-aluminas.