A Novel Method of Statistical Line Loss Estimation for Distribution Feeders Based on Feeder Cluster and Modified XGBoost

A Novel Method of Statistical Line Loss Estimation for Distribution Feeders Based on Feeder Cluster and Modified XGBoost

The estimation of losses of distribution feeders plays a crucial guiding role for the planning, design, and operation of a distribution system. This paper proposes a novel estimation method of statistical line loss of distribution feeders using the feeder cluster technique and modified eXtreme Gradi...

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Bibliographic Details
Main Authors: Shouxiang Wang, Pengfei Dong, Yingjie Tian
Format: Article
Language:English
Published: MDPI AG 2017-12-01
Series:Energies
Subjects:
loss estimation
line loss
distribution system
eXtreme Gradient Boosting (XGBoost)
k-medoids
feeder cluster
Online Access:https://www.mdpi.com/1996-1073/10/12/2067

Internet

https://www.mdpi.com/1996-1073/10/12/2067

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