Official implementation of Enhanced Gaussian Process Dynamical Modeling for Battery Health Status Forecasting.
☆17Jan 4, 2025Updated last year
Alternatives and similar repositories for enhanced-GPDM
Users that are interested in enhanced-GPDM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explore the world of electric vehicle battery optimization, where I simulate and fine-tune charging strategies based on temperature and S…☆11Sep 29, 2023Updated 2 years ago
- Half-cell OCV-R modeling for battery formation dynamics☆16May 15, 2026Updated last week
- The PyTorch implementation of Temperature Adaptive Transfer Network for Cross-Domain State of Charge Estimation of Li-ion Batteries at D…☆24Apr 16, 2023Updated 3 years ago
- ☆20Feb 13, 2023Updated 3 years ago
- Data and code for the paper "Ultra-early prediction of lithium-ion battery performance using mechanism and data-driven fusion model"☆31Apr 20, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Lithium-ion Battery Single Particle Model with Electrolyte and thermal dynamics, including degradation modes.☆17Jun 16, 2023Updated 2 years ago
- Battery charging schedule optimization to minimize lithium-ion battery degradation.☆19Jul 16, 2022Updated 3 years ago
- Battery Management System with battery balancer and Kalman Filter based SoC estimation for lithium iron battery pack☆16Oct 16, 2022Updated 3 years ago
- Implement model predictive control on a physics-based battery model for minimizing charging time while maximizing lifetime.☆11Apr 4, 2023Updated 3 years ago
- Package for the early-stage analysis and lifecycle monitoring of battery degradation☆22Mar 16, 2024Updated 2 years ago
- ☆33Mar 4, 2021Updated 5 years ago
- EV-EcoSim: A grid-aware co-simulation platform for the design and optimization of EV Charging Infrastructure. Link to publication: https:…☆26Apr 19, 2024Updated 2 years ago
- An equivalent circuit network framework for modelling lithium-ion batteries☆17Sep 17, 2024Updated last year
- Equivalent Circuit Model for Lithium-Ion Batteries☆12Aug 15, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- SOC prediction based on battery data.☆18Mar 11, 2021Updated 5 years ago
- ☆14Nov 17, 2023Updated 2 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
- Using the CGCNN transfer learning model to pridict the voltages of many kinds of metal-ion battery electrodes☆11Aug 23, 2022Updated 3 years ago
- ☆10Jun 4, 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
- Battery temperature prediction☆14Mar 14, 2024Updated 2 years ago
- This resource page includes the battery aging test simulator in Matlab-Simulink, auto simulator in Matlab, and the datasets for 1000+ bat…☆12Jan 26, 2023Updated 3 years ago
- Physics-Informed Neural Network SurrogaTe for Rapidly Identifying Parameters in Energy Systems☆64Dec 10, 2025Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆24Nov 6, 2020Updated 5 years ago
- The State of charge (SOC) is an important parameter to find the capacity of state. It is equivalent to the fuel gauge for a battery pack …☆36Sep 23, 2020Updated 5 years ago
- Variational autoencoder, denoising autoencoder and other variations of autoencoders implementation in keras☆15Dec 7, 2017Updated 8 years ago
- ☆12Jan 27, 2022Updated 4 years ago
- Code used for the paper 'Lithium-Ion Battery Management System with Reinforcement Learning for Balancing State of Charge and Cell Tempera…☆21May 9, 2023Updated 3 years ago
- DRL-based Fast Balance Charging Optimization for lithium-ion Batteries☆22Feb 6, 2025Updated last year
- Physics-informed neural network trained to provide the evolution of lithium concentration in active material particles in both electrodes…☆23Apr 30, 2024Updated 2 years ago
- Repository for Chained Gaussian Processes☆14Apr 12, 2016Updated 10 years ago
- ☆59Nov 1, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Sunwoda Electronic Co., Ltd, and Tsinghua Berkeley Shenzhen Institute (TBSI) generate the TBSI Sunwoda Battery Dataset. We open-source th…☆61Jan 14, 2025Updated last year
- 六代兴亡如梦,苒苒惊时月。纵使岁寒途远,此志应难夺。☆11Mar 15, 2020Updated 6 years ago
- ☆26Dec 21, 2023Updated 2 years ago
- Real-time prediction of Battery SoC in UAVs: A Machine Learning Perspective☆18Sep 27, 2025Updated 7 months ago
- Self-developed ECM model, for learning purpose.☆19Jan 13, 2022Updated 4 years ago
- Empirical Mode Decomposition (EMD)☆13Mar 23, 2018Updated 8 years ago
- Adaptive Data Analysis Applied to Wind Power Forecasting☆14Nov 12, 2024Updated last year