Hızlandırılmış dağıtımlı enerji yönetim sistemi ((ADEMS) akıllı şebekeler için yeni bir mimari

Smart Grids have emerged as an effective solution for the integration of renewable energy sources and improving the efficiency and reliability of energy distribution. This paper presents the design and implementation of an Accelerated Distributed Energy Management System (ADEMS) model for Smart Grids. The ADEMS model, which integrates Advanced Metering Infrastructure (AMI), high-speed LiFi and fiber optic communication systems, an RNN-based load forecasting model, and an efficient Energy Management System (EMS), offers superior performance in terms of load forecasting accuracy, system response time, cost efficiency, and voltage stability. The integration of these advanced technologies and systems allows for real-time monitoring and control of the grid, thus enabling an optimal and responsive energy management. The model's effectiveness was validated through various scenarios, and it demonstrated promising results, outperforming other models in the literature. The paper concludes with potential areas for further research and improvements