December 6, 2024
Conference Paper

Open Source Synergy: Developing and Validating PMU Data Analysis Techniques Using Open Source Tools and Datasets

Abstract

This paper presents an exploration into the development and validation of data analysis approaches for Phasor Measurement Units (PMUs) using open-source datasets and tools. Various methods for event detection, event classification, frequency response, and oscillation analysis were tested. We leverage the capabilities of Archive Walker (AW), the Frequency Response Analysis Tool (FRAT), and the Oscillation Baselining and Analysis Tool (OBAT), all open-source tools, for efficient processing and analysis of synchrophasor data. The open-source Transmission Signature Library (TSL) dataset was employed as a dataset for a comprehensive evaluation to assess the performance and reliability of the proposed methods.

Published: December 6, 2024

Citation

Etingov P.V., J.D. Follum, S. Biswas, and T. Yin. 2024. Open Source Synergy: Developing and Validating PMU Data Analysis Techniques Using Open Source Tools and Datasets. In International Conference on Smart Grid Synchronized Measurements and Analytics (SGSMA 2024), May 21-23, 2024, Washington, D.C., 1-6. Piscataway, New Jersey:IEEE. PNNL-SA-191282. doi:10.1109/SGSMA58694.2024.10571440

Research topics