AC Optimal Power Flow (OPF) attempts to determine the setpoints of generators that would minimize the operating cost of a power system while meeting other operational constraints. In this tutorial, learn how to leverage PyTorch to train a neural network to approximate the optimal solutions.
☆21Aug 26, 2026Updated last month
Alternatives and similar repositories for optimal-power-flow
Users that are interested in optimal-power-flow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Jun 22, 2021Updated 5 years ago
- Material for the DENSYS erasmus mundus summer school on microgrids management☆14May 5, 2026Updated 5 months ago
- Code of the paper: Stochastic AC Optimal Power Flow: A Data-Driven Approach☆20Mar 27, 2020Updated 6 years ago
- An Open-Source Multi-Market Bidding Framework for Energy Storage Systems including European Day-ahead and Intraday Markets☆27Dec 28, 2025Updated 9 months ago
- ☆15Jul 20, 2026Updated 2 months ago
- 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.
- An open-source code repository containing commonly used industrial production process modeling methods, encompassing self-authored implem…☆11Mar 15, 2025Updated last year
- Code release of EnergyBoost: Learning-based Control of Home Batteries☆27Apr 13, 2021Updated 5 years ago
- ☆10Oct 27, 2023Updated 2 years ago
- ☆34Dec 8, 2022Updated 3 years ago
- Benchmarks for the VNN Comp 2023☆16Jun 7, 2024Updated 2 years ago
- This set of codes implements our TSG paper "Hierarchical Deep Learning Model for Degradation Prediction per Look-Ahead Scheduled Battery …☆12Feb 24, 2025Updated last year
- ☆13Jul 2, 2024Updated 2 years ago
- This project develops an optimal power flow (OPF) solution for a distribution network with renewable resources and stochastic loads using…☆14Dec 6, 2024Updated last year
- Direct parameterization of Lipschitz-bounded deep networks☆15May 28, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for the paper "Spatio-temporal load shifting for truly clean computing"☆16Feb 4, 2025Updated last year
- Machine learning project for forecasting energy demand in a microgrid in Bristol☆10May 12, 2021Updated 5 years ago
- Multivariate copulas for uncertainty modelling in power systems☆18Apr 19, 2024Updated 2 years ago
- This repository contains source code necessary to reproduce the results presented in the following paper: Stability Constrained Reinforce…☆36Jul 21, 2022Updated 4 years ago
- Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My work at NCSU for…☆14Dec 11, 2024Updated last year
- Mapping the extent of land use and land cover categories over time is essential for better environmental monitoring, urban planning and n…☆30Jun 19, 2026Updated 3 months ago
- ☆12Dec 26, 2025Updated 9 months ago
- Learning inverse kinematics using invertible neural networks and GANs. Research project for "Advanced Deep Learning for Robotics".☆20Feb 6, 2022Updated 4 years ago
- A capacity expansion model of the electricity system for arbitrary world regions, written in Julia 1.x.☆12Jun 30, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of S3-FIFO cache algorithm☆18Aug 30, 2023Updated 3 years ago
- ☆10Aug 13, 2022Updated 4 years ago
- PyPSA-Spain is an open-source model of the Spanish energy system based on the European model PyPSA-Eur☆21Sep 30, 2026Updated 2 weeks ago
- Code and data of the ACL 2021 paper "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"☆16Jun 29, 2021Updated 5 years ago
- Reinforcement Learning for Energy Imbalance Management using Voltage Control on TCLs☆12Jan 4, 2020Updated 6 years ago
- This repository contains the code for Physics-Informed Neural Network for AC Optimal Power Flow applications and the worst case guarantee…☆51Oct 14, 2021Updated 5 years ago
- ☆10Jul 22, 2023Updated 3 years ago
- The Rolling Intrinsic Intraday Energy Trading Optimization repository models continuous BESS intraday trading with the means of discretiz…☆23Jun 3, 2025Updated last year
- MATLAB code for component-informed data-center power-delivery modeling and power-system resonance analysis.☆34Sep 30, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The SE, IISE, MCS and Lagrange multipliers methods are used to evaluate the reliability indices of power systems. The EENS is used as the…☆13Apr 30, 2024Updated 2 years ago
- DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks☆14Jul 9, 2025Updated last year
- Code for "Strengthened and Faster Linear Approximation to Joint Chance Constraints with Wasserstein Ambiguity", INFORMS Journal of Comput…☆20Feb 26, 2025Updated last year
- Fast and reliable solver for the Optimal Power Flow Problem☆14Dec 12, 2024Updated last year
- ☆16Aug 11, 2021Updated 5 years ago
- ☆17Feb 2, 2021Updated 5 years ago
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆19Nov 14, 2023Updated 2 years ago