Gallery#
Application examples showcasing ANDES for power system research. Each example is a self-contained notebook that you can download and extend for your own studies.
Sweep fault durations across all buses in the Kundur two-area system and map the transient stability boundary as a heatmap.
Scale generator inertia to emulate rising renewable penetration on the IEEE 14-bus system. Quantify how RoCoF and frequency nadir degrade.
Inject a periodic governor disturbance on the WECC 179-bus system and locate the source using energy flow and phase analysis from PMU data.
Extract symbolic DAE equations from ANDES, eliminate algebraic variables, and train a parameterized PINN surrogate. No hand-coded physics in PyTorch.
Train a PPO agent to damp post-fault rotor oscillations using the Gymnasium-compatible AndesEnv. Zero domain knowledge, pure simulation experience.
Running the Examples#
All examples use built-in test cases and can be run directly after installing ANDES:
pip install andes[dev] # includes matplotlib, pandas
pip install scikit-learn # optional, for ML extensions
Each notebook is designed as a template: after following the walkthrough, look for the "Extend This Example" section at the end for ideas on adapting it to your own research.