list of papers, code, and other resources
☆68Sep 16, 2021Updated 4 years ago
Alternatives and similar repositories for awesome-energy-forecasting
Users that are interested in awesome-energy-forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the source code utilised for the paper: "Assessing the performance of deep learning models for multivariate pro…☆24May 19, 2021Updated 4 years ago
- Short-Term Solar Forecasting Using LSTMs☆24Oct 20, 2018Updated 7 years ago
- List of open datasets related to energy projects in Switzerland☆15Sep 14, 2023Updated 2 years ago
- Various machine learning approaches are widely applied for short-term solar power forecasting, which is highly demanded for renewable ene…☆13Feb 18, 2020Updated 6 years ago
- PyTorch implementation of LSTM Neural Network for Multi-time-horizon solar forecasting☆35Sep 5, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Wattif - Electrical energy policies explorer☆13May 1, 2023Updated 2 years ago
- Solar Energy Foecast Using Machine Learning☆14Sep 5, 2018Updated 7 years ago
- ☆11Oct 11, 2023Updated 2 years ago
- ☆11Sep 21, 2021Updated 4 years ago
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆13Aug 15, 2021Updated 4 years ago
- Physics-guided data-driven solutions for the wind energy industry☆28Jan 7, 2026Updated 3 months ago
- Open-source tool to get a pre-trained deep learning model for solar forecasting purposes☆17Mar 13, 2025Updated last year
- Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models☆629Mar 25, 2026Updated 3 weeks ago
- Python package for data handling and scenario generation of city districts☆27Updated this week
- 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.
- Forecasting Solar Power: Analysis of using a LSTM Neural Network☆55Feb 7, 2020Updated 6 years ago
- short-term load forecasting with deep residual networks☆107May 11, 2021Updated 4 years ago
- EVQUARIUM is an evaluation tool that quantifies the accessibility of EV charging station locations using queueing and graph theory. Given…☆23Mar 1, 2026Updated last month
- ☆17Dec 7, 2022Updated 3 years ago
- This projects develops several SARIMAX time series models and neural networks (LSTM, GRU, CNN) to predict the hourly heat demand in a dis…☆10Apr 28, 2020Updated 5 years ago
- A feasible digital twin solution prototype for industry 4.0, which will be demonstrated for offshore wind farms through lab-based physica…☆10Jun 6, 2022Updated 3 years ago
- Battery charging schedule optimization to minimize lithium-ion battery degradation.☆19Jul 16, 2022Updated 3 years ago
- CFD methodology for analysis of steady turbulent flow over a horizontal axis wind/tidal turbine using Virtual Blade Model (VBM).☆12Aug 8, 2016Updated 9 years ago
- A floating offshore wind farm simulation and flow control framework using FLORIS, MoorPy, and deep reinforcement learning☆21Jan 28, 2026Updated 2 months 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.
- BASOPRA - BAttery Schedule OPtimizer for Residential Applications. Daily battery schedule optimizer (i.e. 24 h optimization framework), a…☆48Mar 31, 2026Updated 2 weeks ago
- python Generator of REnewable Time series and mAps☆45Apr 20, 2022Updated 3 years ago
- Open-source Julia tool for transmission and distribution expansion planning considering storage and demand flexibility☆23Apr 3, 2026Updated 2 weeks ago
- Using electric vehicle charging data, I explore when drivers are likely to plug in their cars, and how much additional electricity demand…☆16Jul 27, 2020Updated 5 years ago
- ☆18Aug 3, 2019Updated 6 years ago
- A bottom-up model for the simulation of heat demand profiles of urban areas☆13Dec 11, 2023Updated 2 years ago
- An AUGMECON based multi-objective optimization solver for Pyomo.☆31Feb 28, 2026Updated last month
- Recurrent neural network for forecasting solar irradiance☆23Jul 25, 2024Updated last year
- Tool for demand profile generation in districts☆30Updated this week
- 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.
- HIRE - HIgh Resolution Energy Demand simulation model☆16Dec 16, 2020Updated 5 years ago
- A PowerModels.jl Extension Package for Exploratory Work☆26Dec 3, 2025Updated 4 months ago
- RLC4CLR employs curriculum learning to train a reinforcement learning controller (RLC) for a distribution system critical load restoratio…☆21Jul 3, 2025Updated 9 months ago
- Python code for downloading PV data from PVOutput.org☆38Mar 30, 2026Updated 2 weeks ago
- A Probabilistic Load Forecasting Project. Mirror of https://git.rwth-aachen.de/acs/public/automation/plf/proloaf☆16Apr 2, 2026Updated 2 weeks ago
- A Numpy based step function library for analysis and profit. More than just taking you up and down.☆16Mar 21, 2021Updated 5 years ago
- Latin hypercube sample with constraints.☆16Jan 2, 2015Updated 11 years ago