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Pooya Khoshkalamyan

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#reinforcement learning Open access Sep 2026

Hybrid modeling and energy optimization of NGL demethanizers using deep reinforcement learning

Abstract Cryogenic NGL demethanizers suffer from energy inefficiencies due to non-convex thermodynamic constraints. This study aims to implement a Deep Reinforcement Learning (DRL) framework to optimize energy consumption while respecting complex operational boundaries. A Soft Actor-Critic (SAC) agent was employed, tra...

Pooya Khoshkalamyan · 0 citations

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