KeiLongW/synthetic-battery-data

Stars
19
Rank 1,163,249 (Top 23 %)
Language
Python
License
Apache License 2.0
Created almost 2 years ago
Updated almost 2 years ago

KeiLongW/synthetic-battery-data

KeiLongW

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Generation of synthetic battery operation data using a generative adversarial network (GAN) and a state-of-charge (SOC) estimator.

battery-state-estimation

Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.

Jupyter Notebook

decentralized-battery-health-forecast

Decentralized Deep Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning.