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What is Industrial Microgrid EMS Optimization about?
The paper presents an Energy Management System (EMS) for an industrial microgrid in Norway, utilizing Proximal Policy Optimization (PPO) combined with machine learning for load forecasting to optimize energy consumption and trading under various pricing schemes. The study demonstrates that the RL-based approach can achieve a 20% cost saving compared to traditional logic-based optimization methods. This research contributes to the digitalization and decarbonization of energy technology, aligning with the goa
- Author
- ialameen102
- Language
- EN