November 22, 2024
Conference Paper

Synchrophasor Data Anomaly Detection on Grid Edge by 5G Communication and Adjacent Compute

Abstract

The fifth-generation mobile communication (5G) technology offers the opportunities to enhance the grid real-time monitoring. The 5G-enabled phasor measurement units (PMUs) features flexible positioning and cost-effective long-term maintenance, without constraints of fixing wire. This paper is the first to demonstrate the applicability of 5G in PMU communication, and the experiment was carried out at Verizon non-standalone testbed at Pacific Northwest National Laboratory (PNNL) Advanced Wireless Communication lab. The performance of 5G-enabled PMU communication setup is reviewed and discussed in this paper, and the paper presents a real-time dynamic linear model (DML) based synchrophasor data anomaly detection application. Last but not least, the practicability of implementing 5G for wide-area protection strategies is explored and discussed by analyzing the experimental results.

Published: November 22, 2024

Citation

Qin C., D. Wang, K. Guddanti, X. Fan, and Z. Hou. 2024. Synchrophasor Data Anomaly Detection on Grid Edge by 5G Communication and Adjacent Compute. In IEEE/PES Transmission and Distribution Conference and Exposition (T&D 2024), May 6-9, 2024, Anaheim, CA, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-189162. doi:10.1109/TD47997.2024.10556028