Research on Predicting Line Loss Rate in Low Voltage Distribution Network Based on Gradient Boosting Decision Tree

Research on Predicting Line Loss Rate in Low Voltage Distribution Network Based on Gradient Boosting Decision Tree

Line loss rate plays an essential role in evaluating the economic operation of power systems. However, in a low voltage (LV) distribution network, calculating line loss rate has become more cumbersome due to poor configuration of the measuring and detecting device, the difficulty in collecting opera...

Full description

Bibliographic Details
Main Authors: Mengting Yao, Yun Zhu, Junjie Li, Hua Wei, Penghui He
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Energies
Subjects:
line loss prediction
low voltage distribution network
gradient boosting decision tree
feature selection
DBSCAN clustering
Online Access:https://www.mdpi.com/1996-1073/12/13/2522

Internet

https://www.mdpi.com/1996-1073/12/13/2522

Similar Items