zyh1996saa / Power-Flow-Calculation-Based-on-a-Physics-Informed-Graph-Neural-Network
This is an example in the IEEE 39-bus system to illustrate how the algorithm proposed in the paper "Cascading Failure Analysis Based on a Physics-Informed Graph Neural Network" is implemented.
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Power-Flow-Calculation-Based-on-a-Physics-Informed-Graph-Neural-Network
- [IJCNN, 2022] Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System☆10Updated last year
- [IEEE Transactions on Power Systems] Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-…☆9Updated 5 months ago
- AC cascading failure model based on MATPOWER for resilience analysis of power networks.☆28Updated 3 years ago
- A dynamic cascading failure simulation platform implemented in DIgSILENT PowerFactory via the Python API. It automatically develops casca…☆12Updated 2 years ago
- Voltage stability constrained OPF. Contingencies are considered by including additional sets of power flow constraints. Modification of M…☆13Updated 6 years ago
- Machine learning for power system transient stability assessment☆14Updated 3 years ago
- This repo contains all the codes and data for 'Blending Data and Physics Against False Data Injection Attack: An Event-Triggered Moving T…☆25Updated last year
- PoweFlowNet: Leveraging Message Passing GNNs for Improved Power Flow Approximation☆25Updated 2 months ago
- This project models cascading failures in power system. Then it uses reinforcement learning to identify critical failure paths to avoid t…☆21Updated 3 years ago
- Codes for distribution system state estimation with weighted least-squares method☆12Updated 4 years ago
- This program solves the microgrid optimal energy scheduling problem considering of a usage-based battery degradation neural network model…☆14Updated last year
- This repo contains code and visualisation for "Robust moving target defence against false data injection attacks in power grids"☆17Updated last year
- Design of stealth algorithms to corrupt the safe operation of the the power system. This is my Final year project at The University of La…☆13Updated 5 years ago
- ☆23Updated this week
- Power System simulation tool to visualize the steady state power system operation, such as optimal power flow and state estimation. The f…☆39Updated 2 years ago
- Official implementation for the paper☆33Updated 3 months ago
- ☆16Updated 3 years ago
- ☆12Updated 3 years ago
- A Matlab and Simulink simulation of a False Data Injection against KF State Estimation☆12Updated 2 years ago
- TanBendong / Spatial-temporal-Adaptive-Transient-Stability-Assessment-for-Power-System-under-Missing-DataCodes for our paper "Spatial-temporal Adaptive Transient Stability Assessment for Power System under Missing Data"☆23Updated 4 years ago
- Optimal power flow tutorial for islanded and grid connected microgrid using OpenDSS, Pyomo, and IPOPT.☆13Updated 2 years ago
- Physics informed, deep-learning-based state estimation for distribution electrical grids. The study proposes using physical properties of…☆25Updated last year
- A simulation framework for topology identification and model parameter estimation in power distribution grids: https://ieeexplore.ieee.or…☆48Updated 4 years ago
- Deep reinforcement learning tool for demand response in smart grids with high penetration of renewable energy sources.☆21Updated 3 months ago
- It includes WLS, WLAV (matlab) and neural network models for power system state estimation.☆22Updated 5 years ago
- Artificial Neural Network based Power System Dynamic State Estimation☆15Updated 6 years ago
- Power systems reliabilyt assessment using Monte-Carlo simulation☆26Updated 10 months ago
- Bridging Chance-constrained and Robust Optimization in an Emission-aware Economic Dispatch with Energy Storage☆27Updated 3 months ago
- This code studies a linearized PF model through a data-driven approach.☆31Updated last year