Grid Stability: Simulated Electrical Grid Stability Analysis for a 4-Node System

Simulation data for electrical grid stability analysis of a 4-node star system implementing Decentral Smart Grid Control. The dataset contains 14 features describing system parameters like reaction times, power consumption, and price elasticity, with two target variables for regression and classification. It is licensed under CC-BY-4.0 and hosted on OpenML.

Use Cases

• Predicting system stability (stab) based on reaction times and power parameters.
• Classifying grids as stable or unstable (stabf) using physical and economic model features.
• Analyzing the relationship between price elasticity (g[1-4]) and grid stability.
• Modeling the impact of participant reaction times (tau[1-4]) on system linear stability.

Strengths

• Contains two target variables (stab and stabf) suitable for both regression and classification tasks.
• Features are clearly described with defined physical units and value ranges.
• Simulation parameters like averaging time and coupling strength are held constant, providing a controlled analysis environment.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent for the full data structure; field semantics beyond the 14 described must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

OpenML

Collection Method

Simulation of a 4-node star electrical grid system.

Time Range

Simulation time range is not specified.

Freshness

Last updated date is unknown.

Geography

Spatial coverage is not specified; the data is from a simulated model.