Power Quality Distribution Characteristics Analysis for Multi- electrified Railway Traction Load based on Improved Gaussian Mixture Models with Merging Operator

DOI

10.2991/icseee-16.2016.102How to use a DOI?

Keywords

power quality distribution characteristics; electrified railway traction load; improved Gaussian mixture models; merging operator

Abstract

AC-DC electrified locomotive and AC-DC-AC high-speed locomotive are two major electrified railway traction load type, and different types of loads can cause different effects to the power quality of electrified railway traction station. Based on power grid monitoring data of different electrified traction load station, the research using improved Gaussian mixture models with merging operator to establish mixed power quality Gaussian models and obtain power quality distribution characteristics parameters for different electrified railway traction load, which can be used to predict the impact of new railway line to the power grid.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jinhao Wang
AU  - Chaoying Yang
AU  - Yuewen Qi
AU  - Yulong Wu
AU  - Xiao Chang
AU  - Ying Tian
AU  - Weiqing Sun
PY  - 2016/12
DA  - 2016/12
TI  - Power Quality Distribution Characteristics Analysis for Multi- electrified Railway Traction Load based on Improved Gaussian Mixture Models with Merging Operator
BT  - Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016)
PB  - Atlantis Press
SP  - 564
EP  - 568
SN  - 2352-5401
UR  - https://doi.org/10.2991/icseee-16.2016.102
DO  - 10.2991/icseee-16.2016.102
ID  - Wang2016/12
ER  -