logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Return

Data-driven voltage control method for high-proportion new energy distribution network

delete2026-08-07
delete0
PRE
AI
L
Letian Fu *
X
Xu Chu
S
Shaoshuai Yu
Q
Qi Liu
W
Weidong Wang
J
Jinchen Li
DOI：10.1016/j.epsr.2026.113925delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• A physics-informed surrogate model enables physics-model-independent MARL. • Directed modularity partitioning preserves directional voltage-coupling asymmetry. • Dual-attention communication handles partial observability and latency. • Reward guidance signals can improve the learning quality of MARL.
Keywords:
Voltage control
Active distribution network
M
Physics-model-independent

Journal

Electric Power Systems Research cover
Electric Power Systems Research
IF:
4.2
Papers:
1.1W
Citations:
2.2W

Organization

No organization information available