Introduction: In the face of high uncertainty and complexity in financial markets, achieving portfolio return maximization while effectively controlling risk remains a critical challenge. Methods: We ...

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Introduction: Optimizing the operation of interconnected hydropower systems presents significant challenges due to complex non-linear dynamics, hydrological uncertainty, and the need to balance ...

The uneven irradiation that occurs when photovoltaic solar cells operate under partial shading conditions (PSCs) can curb their effectiveness due to multiple peaks in the power-voltage curve and ...

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Abstract: This article proposes the use of a soft actor-critic (SAC) algorithm-based reinforcement learning (RL) controller as the only primary controller to mitigate cross-regulation issues between ...

Abstract: This paper proposes the use of a soft Actor-Critic (SAC) algorithm based reinforcement learning (RL) controller as the only primary controller to mitigate cross-regulation issues between the ...