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Title: Precise Fault Location on Transmission Lines Using Ensemble Kalman Filter

Abstract

Accurate pin-pointing of faults on transmission lines minimizes outage time, labor, and costs. This letter proposes a simple yet effective ensemble Kalman filter (EnKF) approach to accurately locating the faults on transmission lines within half-cycle time. The approach is easy to implement and does not require foreknowledge of either the fault type or an approximate guess of the fault location. Extensive results validate the effectiveness and accuracy of the EnKF-based fault location approach.

Authors:
 [1];  [2];  [1];  [3];  [1]
  1. BATTELLE (PACIFIC NW LAB)
  2. ShanghaiTech University
  3. Global Energy Interconnection Research Institute North America
Publication Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1513531
Report Number(s):
PNNL-SA-130921
DOE Contract Number:  
AC05-76RL01830
Resource Type:
Journal Article
Journal Name:
IEEE Transactions on Power Delivery
Additional Journal Information:
Journal Volume: 33; Journal Issue: 6
Country of Publication:
United States
Language:
English

Citation Formats

Fan, Rui, Liu, Yu, Huang, Renke, Diao, Ruisheng, and Wang, Shaobu. Precise Fault Location on Transmission Lines Using Ensemble Kalman Filter. United States: N. p., 2018. Web. doi:10.1109/TPWRD.2018.2849879.
Fan, Rui, Liu, Yu, Huang, Renke, Diao, Ruisheng, & Wang, Shaobu. Precise Fault Location on Transmission Lines Using Ensemble Kalman Filter. United States. https://doi.org/10.1109/TPWRD.2018.2849879
Fan, Rui, Liu, Yu, Huang, Renke, Diao, Ruisheng, and Wang, Shaobu. Sat . "Precise Fault Location on Transmission Lines Using Ensemble Kalman Filter". United States. https://doi.org/10.1109/TPWRD.2018.2849879.
@article{osti_1513531,
title = {Precise Fault Location on Transmission Lines Using Ensemble Kalman Filter},
author = {Fan, Rui and Liu, Yu and Huang, Renke and Diao, Ruisheng and Wang, Shaobu},
abstractNote = {Accurate pin-pointing of faults on transmission lines minimizes outage time, labor, and costs. This letter proposes a simple yet effective ensemble Kalman filter (EnKF) approach to accurately locating the faults on transmission lines within half-cycle time. The approach is easy to implement and does not require foreknowledge of either the fault type or an approximate guess of the fault location. Extensive results validate the effectiveness and accuracy of the EnKF-based fault location approach.},
doi = {10.1109/TPWRD.2018.2849879},
url = {https://www.osti.gov/biblio/1513531}, journal = {IEEE Transactions on Power Delivery},
number = 6,
volume = 33,
place = {United States},
year = {2018},
month = {12}
}

Works referencing / citing this record: