Data-driven voltage/var optimization control for active distribution network considering PV inverter reliability

•The XGBoost junction temperature calculation model is used to improve the junction temperature calculation efficiency and reduce the influence of IGBT parameter deviation on the junction temperature calculation accuracy.•A data-driven IGBT reliability evaluation method is proposed to realize the qu...

Full description

Bibliographic Details

Published in:	Electric power systems research Vol. 224; p. 109800
Main Authors:	Zhang, Bo, Gao, Yuan
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.11.2023
Subjects:	Deep deterministic policy gradient algorithm Distribution network Reinforcement learning Reliability assessment Voltage-reactive optimization control Voltage-reactive optimization control Reliability assessment Deep deterministic policy gradient algorithm Distribution network Reinforcement learning
ISSN:	0378-7796
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!