esapp 0.1.4

ESA++ is an open-source power-grid toolkit.

An open-source Python toolkit for power system automation, providing a high-performance wrapper for PowerWorld’s Simulator Automation Server (SimAuto). Transforms complex COM calls into intuitive, Pythonic operations.

• Intuitive Indexing – Access grid data with pw[Bus, "BusPUVolt"] syntax

• Full SimAuto Coverage – All PowerWorld API functions through modular mixins

• Pandas Integration – Every query returns a DataFrame

• Pythonic Settings – Solver and GIC options as descriptor attributes (pw.max_iterations = 250)

• Convenience Methods – Flows, overloads, PTDF/LODF, snapshot context manager, case summary

• Transient Stability – Fluent API with TS field intellisense

• Analysis Utilities – Built-in GIC, network topology, and contingency tools

Installation

Requires Windows with PowerWorld Simulator (SimAuto enabled) and Python 3.9+.

pip install esapp

Quick Example

from esapp import PowerWorld
from esapp.components import *

pw = PowerWorld("path/to/case.pwb")

# Read data
bus_data = pw[Bus, ["BusName", "BusPUVolt"]]

# Solve power flow
V = pw.pflow()

# Inspect and modify
violations = pw.violations(v_min=0.95)
pw[Gen, "GenMW"] = 100.0

Documentation

Full tutorials, API reference, and examples at esapp.readthedocs.io.

Testing

pip install .[test]
pytest tests/

Citation

@article{esa2020,
  title={Easy SimAuto (ESA): A Python Package for PowerWorld Simulator Automation},
  author={Mao, Zeyu and Thayer, Brandon and Liu, Yijing and Birchfield, Adam},
  year={2020}
}

Authors

Developed by Luke Lowery and Adam Birchfield at Texas A&M University (Birchfield Research Group). See my personal (research website).

License

Distributed under the Apache License 2.0.