A curated list of awesome energy forecasting resources such as, code libraries, datasets, courses, tutorials, research papers, competitions and communities.
☆27Dec 9, 2019Updated 6 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:
- Comparison of LSTM models and FCNN on Energy forecasting project using ASHRAE's data base for the Great Energy Predictor III competition …☆13Apr 27, 2021Updated 4 years ago
- A curated list of awesome resources related to using AI for weather forecasting and climate modeling.☆18Mar 1, 2025Updated last year
- Data and Code for the Paper "Using Google Trends to Predict Building Energy"☆18Jul 21, 2024Updated last year
- ☆14Jun 20, 2019Updated 6 years ago
- This is my thesis work on renewable energy detection which compares state of art models using Machine Learning and Deep Learning adapted …☆18Aug 19, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A Large-scale annotated dataset for Energy Anomaly Detection in commercial buildings☆10Jun 28, 2022Updated 3 years ago
- This is my attempt at modeling an intraday energy trading scenario for three different locations. I use the Gurobi platform to optimize r…☆16Aug 25, 2020Updated 5 years ago
- ☆21Feb 12, 2025Updated last year
- Biogas project☆11Nov 27, 2018Updated 7 years ago
- Research all papers and codes related to weather forecasting based on artificial intelligence methods, including but not limited to deep …☆19Aug 5, 2025Updated 7 months ago
- This is the code project for optimal bidding staregy of virtual poewr plant considering uncertainty with IGDT and DRO☆12Mar 18, 2024Updated 2 years ago
- ☆32Sep 7, 2023Updated 2 years ago
- ☆15Nov 9, 2016Updated 9 years ago
- We unlock energy data for everyone☆21Mar 23, 2026Updated last week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Software for effectively trading in intraday ( angelone )☆10Dec 13, 2022Updated 3 years ago
- 本赛题要求选手基于历史光伏发电数据、天气数据、光伏设备空间相对位置等信息，通过建立适当的模型，对未来一段时间内的光伏发电出力进行预测。A榜使用外部数据得分0.88501103804 排名32，未使用外部数据得分0.88042407737 ；B榜得分0.90467829011…☆32Apr 9, 2024Updated last year
- Machine Learning☆11Feb 1, 2016Updated 10 years ago
- A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring☆32Apr 7, 2020Updated 5 years ago
- An array of open source ML models applied to long-term hourly energy prediction for institutional buildings☆29Oct 14, 2021Updated 4 years ago
- stELMOD is a stochastic optimization model to analyze the impact of uncertain wind generation on the dayahead and intraday electricity ma…☆12Jul 24, 2017Updated 8 years ago
- ☆42Aug 6, 2021Updated 4 years ago
- 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
- Ancillary Services Acquisition Model (ASAM) - Agent-based model to simulate processes of ancillary services acquisition and electricity m…☆16Jul 30, 2023Updated 2 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.
- An implementation of peer-reviewed energy data analysis algorithms for site-specific M&V☆25May 4, 2024Updated last year
- Repository for labs☆14Sep 5, 2025Updated 6 months ago
- ☆16Jul 4, 2020Updated 5 years ago
- 2022-solar-power-generation-prediction☆11Jul 14, 2022Updated 3 years ago
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 3 years ago
- Regularized and Pruned Extreme Learning Machines in R☆11Nov 19, 2016Updated 9 years ago
- COBS: COmprehensive Building Simulator☆17Jun 23, 2022Updated 3 years ago
- Glacier: Guided Locally Constrained Counterfactual Explanations for Time Series Classification (Machine Learning journal)☆10Mar 15, 2024Updated 2 years ago
- 天池”AI Earth“气象海洋预测竞赛的Topline学习教程☆73Dec 4, 2021Updated 4 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.
- Functions for various methods to rank assets☆17Feb 20, 2013Updated 13 years ago
- ☆17Jun 30, 2021Updated 4 years ago
- D-vine quantile regression☆11Dec 9, 2025Updated 3 months ago
- AI agent converting natural language to Neo4j Cypher☆16Feb 6, 2026Updated last month
- 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
- Analyze and cure awesome lists by collecting, processing and presenting data from listed Git projects.☆19Oct 12, 2025Updated 5 months ago
- R interface to CUDA libraries☆22Jul 27, 2016Updated 9 years ago