4.7 Article

Synchronous Waveform Measurements to Locate Transient Events and Incipient Faults in Power Distribution Networks

Journal

IEEE TRANSACTIONS ON SMART GRID
Volume 12, Issue 5, Pages 4295-4307

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSG.2021.3081017

Keywords

Transient analysis; Modal analysis; Synchronization; Sensors; Current measurement; Switches; Power distribution; Waveform measurement unit; synchronous waveforms; WMU; transient event; location identification; sub-cycle and multi-cycle incipient faults; data-driven method; modal analysis

Funding

  1. UCOP [LFR-18-548175, TSG-01323-2020]

Ask authors/readers for more resources

The proposed method utilizes synchronized measurements from WMUs to identify the location of transient events in power distribution systems. It involves multi-signal modal analysis, circuit model construction, and forward and backward analyses. The method only requires installing 2 WMUs and demonstrates accuracy and robustness in different scenarios.
A new method is proposed to identify the location of transient events, including incipient faults, in power distribution systems, by using synchronized measurements from an emerging class of sensors, called waveform measurement units (WMUs). WMUs capture the voltage and current waveforms in time domain. The proposed method consists of three steps. The first step is to characterize the oscillatory modes of the transient components of all the captured synchronized voltage and current waveforms from all WMUs, by conducting a multi-signal modal analysis. The second step is to construct a circuit model for the underlying distribution feeder at the identified dominant mode(s) of the transient event. The final step is to identify the location of the transient event with the means of a method that involves certain forward and backward analyses of the constructed circuit model. The proposed method requires installing as few as only two WMUs. It can also utilize several synchronized waveform measurements when several WMUs are available. The performance of the proposed method is assessed on the IEEE 33-bus test system; for different cases of transient events, such as sub-cycle incipient faults, multi-cycle incipient faults, permanent faults, as well as benign yet informative events such as capacitor bank switching. Both the accuracy and the robustness of the proposed method are verified. The analysis and results in this paper provide new insights on possible applications of synchronized WMU measurements; while they also address a highly challenging problem in power distribution networks.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available