Data-driven control, optimization, and decision-making in active power distribution networks

Yu, Nanpeng; Zhang, Shaorong; Qin, Jingtao; Hidalgo-Gonzalez, Patricia; Dobbe, Roel; Liu, Yang; Dubey, Anamika; Wang, Yübo; Dirkman, John; Zhong, Haiwang; Lü, Ning; Ma, Ei-Maghraby; Ding, Zhaohao; Cao, Di; Zhao, Junbo; Gao, Yuanqi

doi:10.1016/j.apenergy.2025.126253

Public

Data-driven control, optimization, and decision-making in active power distribution networks

Published in Applied Energy • Jun 25, 2025

Authors:

Nanpeng Yu

Shaorong Zhang

Jingtao Qin

Abstract

This paper reviews the burgeoning field of data-driven algorithms and their application in solving increasingly complex decision-making, optimization, and control problems within active distribution networks. By summarizing a wide array of use cases, including network reconfiguration and restoration...

Subject

Control (management)

Distribution (mathematics)

Power (physics)

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