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Momentum vectorized adaptive DDPG-based PSC mitigator design for hybrid PV-TEG systems with auxiliary battery participation

Partial shading conditions (PSC) significantly reduce the efficiency of photovoltaic (PV) systems by causing uneven irradiation and mismatched power losses. To address this, this study proposes a novel momentum vectorized adaptive deep deterministic policy gradient (MVA-ADDPG) algorithm for hybrid P...

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Autors principals: Lei Zhou, Bo Yang, Shuai Zhou, Hongbiao Li, Dengke Gao, Tek Tjing Lie, Lin Jiang
Format: Artigo
Idioma:Inglês
Publicat: KeAi Communications Co., Ltd. 2026-06-01
Col·lecció:Global Energy Interconnection
Matèries:
Hybrid PV-TEG systems
Multi-objective optimization
MVA-ADDPG
Reinforcement learning
SimuNPS
Thermoelectric power generation
Accés en línia:http://www.sciencedirect.com/science/article/pii/S2096511726000307
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