A Skunkworks project on the NASA battery degradation data at the ECS 232 Hack Day.
☆19Oct 4, 2017Updated 8 years ago
Alternatives and similar repositories for battery_skunkworks
Users that are interested in battery_skunkworks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NASA Li-ion Battery Aging Datasets☆39May 15, 2020Updated 5 years ago
- Machine learning based Lithium-Ion battery capacity estimation using multi-Channel charging Profiles☆80Dec 17, 2019Updated 6 years ago
- ☆19May 19, 2021Updated 4 years ago
- ☆25Jul 3, 2019Updated 6 years ago
- Implementation of a model that predicts the SoH of batteries using the NASA Battery Dataset☆135Dec 17, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆13Aug 27, 2023Updated 2 years ago
- Processing charge cycle data from .MAT to.csv and saving in desired location☆29Sep 18, 2021Updated 4 years ago
- PCoE Li-ion Battery Data Modeling☆23Mar 29, 2023Updated 3 years ago
- Implementation of a regression capsule network for use in li-ion battery RUL☆10Nov 17, 2022Updated 3 years ago
- ☆18Jan 13, 2025Updated last year
- ☆11Sep 21, 2021Updated 4 years ago
- Battery data processing.☆28Mar 24, 2023Updated 3 years ago
- Implementation for data driven prediction of battery cycle life before capacity degradation☆14Apr 16, 2021Updated 5 years ago
- ☆16Aug 24, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Data and code for the paper "Ultra-early prediction of lithium-ion battery performance using mechanism and data-driven fusion model"☆31Apr 20, 2023Updated 2 years ago
- Predicting the RUL of batteries using LSTM.☆39Jul 17, 2019Updated 6 years ago
- ☆50Jun 1, 2021Updated 4 years ago
- 使用改进的GAN去生成数据，并使用生成的数据去训练LSTM网络，从而提高预测电池SOH的准确率☆75May 15, 2022Updated 3 years ago
- Couple pybamm and openpnm to solve a thermal battery problem☆17Apr 25, 2024Updated last year
- Public repository for the work completed in an MEng Automotive engineering final year project at Loughborough University.☆16Oct 13, 2024Updated last year
- DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis☆23Dec 7, 2024Updated last year
- Prediction of RUL of Lithium ion battery☆66Oct 7, 2020Updated 5 years ago
- MATLAB Code for the paper "Online State of Charge Estimation of Lithium-ion Battery Cells: A Multiple Model Adaptive Estimation Approach"…☆15Oct 18, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆20Feb 13, 2023Updated 3 years ago
- Predicting total battery cycle life time with machine learning☆94Mar 25, 2023Updated 3 years ago
- Compare univariate and multivariate xLSTM models against Markov Chain model to predict future values based on historical temporal sequenc…☆11Jun 12, 2024Updated last year
- Generation of synthetic battery operation data using a generative adversarial network (GAN) and a state-of-charge (SOC) estimator.☆28Jan 30, 2023Updated 3 years ago
- Developed a data-driven prognostic model using the Long short-term memory (LSTM) algorithm to predict the state of charge (SoC) and stat…☆55Jan 29, 2023Updated 3 years ago
- The packet contains the experimental data and Matlan codes for the paper "Neural Network Based Learning and Estimation of Battery State-o…☆19May 8, 2020Updated 5 years ago
- ☆19Sep 24, 2021Updated 4 years ago
- Predict remaining useful lifetime of an electric car accurately to help drive owner satisfaction and future purchases. This solution comp…☆14Mar 5, 2021Updated 5 years ago
- Implementation, data and pretrained models for the paper "Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction…☆26Jul 9, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆38Jul 13, 2022Updated 3 years ago
- ☆12Oct 10, 2021Updated 4 years ago
- ☆27Jul 16, 2020Updated 5 years ago
- Python package for predicting lithium-ion battery degradation using few cycles of usage.☆22Dec 8, 2022Updated 3 years ago
- Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs☆200Sep 19, 2023Updated 2 years ago
- ☆10Mar 5, 2025Updated last year
- TauFactor is a parallelised solver for calculating tortuosity factors from voxel data.☆33Mar 27, 2026Updated 3 weeks ago