taosiyi

BMS-autoanalysis

data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript

tlbook-code

Code for Transfer Learning book--《迁移学习导论》配套代码

Transfer-Learning

迁移学习

data-driven-capacity-estimation-from-voltage-relaxation

c-rnn-gan

Implementation of C-RNN-GAN.

keras

Deep Learning for humans

keras-tcn

Keras Temporal Convolutional Network.

TCN

Sequence modeling benchmarks and temporal convolutional networks

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Fuel-Cell-Vehicle-Model-Simscape

Fuel cell electric vehicle with battery model and cooling system.

Queuing-system-optimization

GA，PSO，LSTM...

clockwork-rnn

High-level implementation of the ClockworkRNN

ClockworkRNN

Clockwork RNN in TensorFlow

LSTM_SOC_RUL

test repo connected to colab

lstm_soc

Long Short-Term Memory for Estimating State of Charge of Lithium Polymer Battery

CapstoneProject

Predicting the RUL of batteries using LSTM.

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Battery_SOC_NN_UKF

The packet contains the experimental data and Matlan codes for the paper "Neural Network Based Learning and Estimation of Battery State-of-Charge: A Comparison Study between Direct and Indirect Methodology" submitted to "International Journal of Energy Research"

BatteryProbe.ai

Battery SoC prediction using a RNN autoregressive architecture implemented with Pytorch

SOC_estimation_with_GRU-RNN

Battery_SOC_Estimation

Battery state of charge estimation using kalman filter in Matlab