Search Results for author: Yizheng Liao

Found 5 papers, 0 papers with code

Distribution Grid Line Outage Identification with Unknown Pattern and Performance Guarantee

no code implementations10 Sep 2023 Chenhan Xiao, Yizheng Liao, Yang Weng

The results show that we can detect and localize the outage in a timely manner with only voltage magnitudes and without assuming a prior knowledge of outage patterns.

Change Point Detection

Quick Line Outage Identification in Urban Distribution Grids via Smart Meters

no code implementations1 Apr 2021 Yizheng Liao, Yang Weng, Chin-Woo Tan, Ram Rajagopal

The growing integration of distributed energy resources (DERs) in distribution grids raises various reliability issues due to DER's uncertain and complex behaviors.

Change Point Detection Time Series +1

Fast Distribution Grid Line Outage Identification with $μ$PMU

no code implementations14 Nov 2018 Yizheng Liao, Yang Weng, Chin-Woo Tan, Ram Rajagopal

This makes the theory on optimal change-point detection suitable to identify line outages via $\mu$PMUs with fast and accurate sampling.

Change Point Detection Time Series +1

Unbalanced Multi-Phase Distribution Grid Topology Estimation and Bus Phase Identification

no code implementations18 Sep 2018 Yizheng Liao, Yang Weng, Guangyi Liu, Zhongyang Zhao, Chin-Woo Tan, Ram Rajagopal

Then, this paper proves that the Chow-Liu algorithm finds the topology by utilizing power flow equations and the conditional independence relationships implied by the radial multi-phase structure of distribution grids with the presence of incorrect bus phase labels.

Urban MV and LV Distribution Grid Topology Estimation via Group Lasso

no code implementations6 Nov 2016 Yizheng Liao, Yang Weng, Guangyi Liu, Ram Rajagopal

The increasing penetration of distributed energy resources poses numerous reliability issues to the urban distribution grid.

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