Power Quality Distribution Characteristics Analysis for Multi- electrified Railway Traction Load based on Improved Gaussian Mixture Models with Merging Operator
- https://doi.org/10.2991/icseee-16.2016.102How to use a DOI?
- power quality distribution characteristics; electrified railway traction load; improved Gaussian mixture models; merging operator
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.
- © 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/).
Cite this article
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 - https://doi.org/10.2991/icseee-16.2016.102 ID - Wang2016/12 ER -