Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Resiliency-Driven Proactive Distribution System Reconfiguration With Synchrophasor Data

Journal Article · · IEEE Transactions on Power Systems
 [1];  [2];  [3];  [4]
  1. Washington State Univ., Pullman, WA (United States); Washington State University
  2. National Grid, NY (United States)
  3. Washington State Univ., Pullman, WA (United States)
  4. National Renewable Energy Lab. (NREL), Golden, CO (United States)
Measuring and enabling resiliency of electric distribution systems with increasing weather and cyber events are important. Some of the extreme events (e.g. Earthquakes, Hurricanes) and associated paths are predicted and monitored closely in advance and allow to take pre-event proactive control actions. The Distribution Phasor Measurement Units (D-PMUs) provide new opportunities and supporting such proactive actions. Here, a synchrophasor based resiliency driven pre-event reconfiguration can ensure minimizing impact of the expected event on the power distribution system and associated performance. However, the D-PMUs will also face challenges in terms of data quality similar to the transmission PMUs. The focus of this paper is to provide data mining approaches for anomaly detection in D-PMUs and proposing resiliency-driven pre-event reconfiguration with islanding as a proactive mechanisms to minimize the impact of adverse events on system using processed synchrophasors data. Results are validated for real industrial feeders and test cases with satisfactory response
Research Organization:
Washington State Univ., Pullman, WA (United States)
Sponsoring Organization:
USDOE Office of Electricity (OE)
DOE Contract Number:
OE0000878
OSTI ID:
1810550
Journal Information:
IEEE Transactions on Power Systems, Journal Name: IEEE Transactions on Power Systems Journal Issue: 4 Vol. 35; ISSN 0885-8950
Publisher:
IEEE
Country of Publication:
United States
Language:
English

References (20)

Initial results in Prony analysis of power system response signals journal January 1990
Integration of Preventive and Emergency Responses for Power Grid Resilience Enhancement journal November 2017
Unified PMU Placement for Observability and Bad Data Detection in State Estimation journal November 2014
Bad data detection in PMU measurements using principal component analysis conference September 2016
Metrics and Quantification of Operational and Infrastructure Resilience in Power Systems journal November 2017
Ensemble-Based Algorithm for Synchrophasor Data Anomaly Detection journal May 2019
Microgrids for Service Restoration to Critical Load in a Resilient Distribution System journal January 2018
DGs for Service Restoration to Critical Loads in a Secondary Network journal January 2019
Allocation of Resources Using a Microgrid Formation Approach for Resilient Electric Grids journal May 2018
Networked Microgrids for Enhancing the Power System Resilience journal July 2017
Modernizing Distribution System Restoration to Achieve Grid Resiliency Against Extreme Weather Events: An Integrated Solution journal July 2017
A faster algorithm for betweenness centrality* journal June 2001
Evaluating the Feasibility to Use Microgrids as a Resiliency Resource journal January 2016
Coordinating Multiple Sources for Service Restoration to Enhance Resilience of Distribution Systems journal September 2019
Modified Viterbi Algorithm Based Distribution System Restoration Strategy for Grid Resiliency journal February 2017
Data outlier detection using the Chebyshev theorem conference January 2005
Joint Estimation of State and Parameter With Synchrophasors—Part I: State Tracking journal August 2011
Defining and Enabling Resiliency of Electric Distribution Systems With Multiple Microgrids journal November 2016
Distribution System Restoration With Microgrids Using Spanning Tree Search journal November 2014
Simple linear regression journal April 2013

Similar Records

Resiliency-Driven Proactive Distribution System Reconfiguration With Synchrophasor Data
Journal Article · Tue Jan 21 23:00:00 EST 2020 · IEEE Transactions on Power Systems · OSTI ID:1677488

Cyber-Power Co-Simulation for End-to-End Synchrophasor Network Analysis and Applications
Conference · Fri Oct 01 00:00:00 EDT 2021 · OSTI ID:1854485