This is the final project following my time at Flatirons Data Science bootcamp. It uses Neural Networks (and other machine learning methods) to predict the day ahead electricity price, and modelled a basic battery function to extract value
☆76Aug 3, 2020Updated 5 years ago
Alternatives and similar repositories for ElectricityPricePrediction
Users that are interested in ElectricityPricePrediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Forecasting Day-Ahead electricity prices in the German bidding zone with deep neural networks.☆32Nov 11, 2017Updated 8 years ago
- Harvard CS109: A predictive model for electricity prices in the midwest, and more specifically, the prices of nodes where nuclear plants …☆38Dec 11, 2015Updated 10 years ago
- Modeling time series of electricity spot prices using Deep Learning.☆76Dec 14, 2024Updated last year
- SVA-DSI - basic course repository for syllabus, slides, materials☆11Apr 6, 2017Updated 9 years ago
- An open-access benchmark and toolbox for electricity price forecasting☆347Oct 25, 2025Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An open-source capacity expansion model based on the methodology and datasets used by the Australian Energy Market Operator (AEMO) in the…☆19Apr 29, 2026Updated last week
- This is a set of python codes that forecast electricity price in wholesale power markets using an integrated long-term recurrent convolut…☆15Oct 14, 2022Updated 3 years ago
- battery-trading-benchmark is an open source tool to determine the optimal value an Energy Storage System (ESS) can earn on a specific ele…☆10Aug 21, 2024Updated last year
- Building Time series forecasting models, including the XGboost Regressor, GRU (Gated Recurrent Unit), LSTM (Long Short-Term Memory), CNN …☆143Jul 18, 2023Updated 2 years ago
- A diploma thesis investigating the options of controlling power demand of households to reduce peaks in total power consumption in smart …☆20Oct 16, 2019Updated 6 years ago
- This project simulates the peer-to-peer transfer of electricity in a microgrid using Ethereum Contract.☆25Jan 24, 2023Updated 3 years ago
- Config files for my GitHub profile.☆14Jan 19, 2024Updated 2 years ago
- Sample project modeling battery storage and dispatch☆62Dec 21, 2018Updated 7 years ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆12Jun 7, 2013Updated 12 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆13Mar 7, 2026Updated last month
- In this project, Basic Machine Learning concepts were built on Desharnais dataset to built a software effort estimation model using a lin…☆10Nov 5, 2018Updated 7 years ago
- Official implementation of "COExpander: Adaptive Solution Expansion for Combinatorial Optimization".☆24Jun 28, 2025Updated 10 months ago
- Beginner's tutorial for working with the Google Earth Engine Python API in Jupyter Notebooks. The tutorial walks through a GEE workflow …☆15Jul 10, 2020Updated 5 years ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated last year
- This project is the source code of paper "Optimizing bidding strategy in electricity market based on graph convolutional neural network a…☆37Mar 17, 2025Updated last year
- The Pyomo implementation of OSeMOSYS☆19Jan 22, 2021Updated 5 years ago
- A repo to predict soccer scores (and betting strategies (in dev)) from historical train dataset and timetable train dataset☆15Jan 8, 2021Updated 5 years ago
- pFedDef: Defending Grey-Box Attacks for Personalized Federated Learning☆10May 31, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Automate hyper-parameters tuning for NNs (learning rate, number of dense layers and nodes and activation function)☆14Aug 9, 2020Updated 5 years ago
- Python client for the ENTSO-E API (european network of transmission system operators for electricity)☆664Apr 14, 2026Updated 3 weeks ago
- The cyber dumping ground of Ankie's notes.☆16Mar 25, 2026Updated last month
- Software controller for efficient charging of electric vehicles using home solar power☆12Aug 27, 2024Updated last year
- Predict the direction of stock prices with visual representation of charts and CNNs☆14Aug 22, 2021Updated 4 years ago
- The code repo for building reliable load forecasting model during the COVID-19 pandemic☆30Jul 10, 2020Updated 5 years ago
- solver for discrete Mixed Observable Markov Decision Processes☆11Oct 30, 2020Updated 5 years ago
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆17Nov 14, 2023Updated 2 years ago
- Dispatch and investment model for a fully renewable power sector☆26Jan 8, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A simple selenium script to scrape oddschecker.com and find arbitrage opportunities in betting markets.☆14May 21, 2017Updated 8 years ago
- Using an integrated pinball-loss objective function in various recurrent based deep learning architectures made with keras to simultaneou…☆44Nov 20, 2022Updated 3 years ago
- eFoil and Esk8 remote☆11Apr 15, 2024Updated 2 years ago
- Robust design optimization of renewable Hydrogen and dErIved energy cArrier systems https://rheia.readthedocs.io/en/latest/☆24Oct 16, 2025Updated 6 months ago
- Time series regime analysis in python☆13Oct 13, 2022Updated 3 years ago
- ☆13Sep 25, 2023Updated 2 years ago
- ☆14Jun 27, 2017Updated 8 years ago