JCouture17 / Hybrid_transfer
Comparison of various transfer learning models with the hybridization of an FCNN for battery RUL prediction
☆44Updated 2 years ago
Alternatives and similar repositories for Hybrid_transfer:
Users that are interested in Hybrid_transfer are comparing it to the libraries listed below
- Rul prediction of lithium-ion batteries based on MMMe model,Details can be found in the paper “A MLP-Mixer and Mixture of Expert Model fo…☆16Updated last year
- ☆8Updated 2 years ago
- ☆38Updated last year
- The PyTorch implementation of Temperature Adaptive Transfer Network for Cross-Domain State of Charge Estimation of Li-ion Batteries at D…☆19Updated last year
- The code is for the paper "Ma et al. A Two-Stage Integrated Method for Early Prediction of Remaining Useful Life of Lithium-ion Batteries…☆33Updated 2 years ago
- ☆19Updated last year
- This paper summarizes a deep learning-based approach with an LSTM trained on the widely used Oxford battery degradation dataset and the h…☆57Updated 9 months ago
- Unofficial reproduction of: A transferable lithium-ion battery remaining useful life prediction method from cycle-consistency of degradat…☆19Updated last year
- Code for Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks☆25Updated 7 months ago
- Deep learning of lithium-ion battery SOH using the DeTransformer model learns the aging characteristics of the battery and then makes pre…☆32Updated 11 months ago
- Code for paper: Voltage relaxation-based state-of-health estimation of lithium-ion batteries using convolutional neural networks and tran…☆30Updated last year
- This study pioneers E-LSTM and CNN-LSTM deep learning models for precise Lithium-Ion Battery State of Health (SOH) prediction. Using MIT'…☆13Updated last year
- A prediction model to estimate the state of health (SOH) of a lithium-ion battery (LiB) in real-time based on temperature, voltage, and c…☆27Updated 2 years ago
- The project focused on "Battery Remaining Useful Life (RUL) Prediction using a Data-Driven Approach with a Hybrid Deep Model combining Co…☆59Updated 7 months ago
- This is the code for battery RUL early prediction☆29Updated 3 years ago
- Transformer-Based Diffusion Probabilistic Model to predict the Remaining Useful Life (RUL) of Lithium-ion batteries