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7 months ago in Artificial Intelligence , Renewable Energy By Virat

Using a Small ANN Model in a Smart Microgrid

Can a small Artificial Neural Network (ANN) be effectively used to manage and optimize the operation of a smart microgrid that is connected to the main power grid?

SmartGrids

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By Himanshu Answered 2 months ago

Yes, a small Artificial Neural Network can be effective when applied to well-defined tasks within a smart microgrid. Such models are particularly useful for forecasting local electricity demand, predicting renewable generation, or supporting short-term control decisions. By processing historical and real-time data and coordinating with the main grid, a small ANN can help optimize energy storage dispatch and power exchange. This improves both economic performance and operational efficiency without the complexity of large-scale AI systems.

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