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Automatic generation control based on exploration-enhanced contrastive learning optimal adversary-aware TD3 algorithm

delete2026-06-28
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PRE
AI
席磊 cover
席磊 (Lei Xi) *
H
Hua Tong
K
Kailun Wei
M
Meng Liu
Y
Yu Ren Shi
DOI:10.1016/j.enconman.2026.121824delete
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Abstract

Abstract

En 中文
• Contrastive learning prevents TD3 from trapping in local optima. • Adversary-aware design boosts robustness to renewable fluctuations. • Achieves superior CPS metrics over reinforcement learning baselines.

Journal

Energy Conversion and Management cover
Energy Conversion and Management
IF:
10.9
Papers:
2.0W
Citations:
11.3W

Organization

C
College of Electrical Engineering and New Energy
Scholars:
9
Papers: 2
Citations: 0