gassraphael / AlphaPEMLinks
AlphaPEM is an open-source software package for simulating proton exchange membrane fuel cell (PEMFC) systems using physics-based models for embedded applications.
☆28Updated this week
Alternatives and similar repositories for AlphaPEM
Users that are interested in AlphaPEM are comparing it to the libraries listed below
Sorting:
- Comparison study of GB, XGB, LGBM and NN's performance in probabilistic load forecasting☆27Updated 6 years ago
- Source code for Semi-supervised learning for explainable few-shot battery lifetime prediction. Details can be found in README.☆17Updated last year
- ☆12Updated last month
- Implementation of generative models to compute scenario of renewable generation and consumption.☆71Updated 4 years ago
- a novel framework based on a physics-informed neural network dubbed as PhysCon that combines the interpretable ability of physical laws a…☆15Updated 2 years ago
- PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems☆36Updated 3 months ago
- ☆26Updated last year
- Code is final 4th year project showing how machine learning can be used to predict the remaining useful life of IGBTs with power systems.☆12Updated 3 years ago
- A Deep Learning model that predict forecast the power generated by wind turbine in a Wind Energy Power Plant using LSTM (Long Short Term …☆77Updated 5 years ago
- Using an integrated pinball-loss objective function in various recurrent based deep learning architectures made with keras to simultaneou…☆39Updated 2 years ago
- ☆95Updated 5 years ago
- ☆21Updated 9 months ago
- ☆50Updated last year
- This repository contains the source code utilised for the paper: "Assessing the performance of deep learning models for multivariate pro…☆24Updated 4 years ago
- ☆11Updated 4 years ago
- ☆32Updated 3 years ago
- Implement model predictive control on a physics-based battery model for minimizing charging time while maximizing lifetime.☆11Updated 2 years ago
- Codes used for the paper "Accurate long-term prognostics of proton exchange membrane fuel cells using recurrent and convolutional neural …☆21Updated 2 years ago
- Probabilistic Load Forecasting Based on Adaptive Online Learning (APLF)☆66Updated last year
- Personal analysis of the "Solar home electricity" dataset from Ausgrid☆57Updated 6 years ago
- Code used to generate the results of the paper: Nascimento et al. A framework for Li-ion battery prognosis based on hybrid Bayesian physi…☆58Updated 2 years ago
- An innovative short-term multihorizon photovoltaic power output forecasting method based on variational mode decomposition and a capsule …☆14Updated 7 months ago
- ☆108Updated 3 years ago
- 包括了研究光伏场景生成预测的全部过程代码☆44Updated last year
- Model Predictive Control for optimal battery operation☆17Updated 3 years ago
- A combined LSTM and LightGBM framework for improving deterministic and probabilistic wind energy forecasting☆35Updated 5 years ago
- Ultra-short-term multi-step wind speed prediction for wind farms based on adaptive noise reduction technology and temporal convolutional …☆38Updated last year
- DeepONet and UQ for power systems transient stability☆12Updated 2 years ago
- Utilizes a Convolutional-based Transformer architecture for accurate and efficient PV power forecasting.☆31Updated last year
- Research code☆21Updated 5 years ago