Application and Performance Analysis of Deep Learning Models in Power Dispatching Automation
Liu Yan,
Shu Yucheng,
Ma Kailin
Abstract:Amidst the swift advancement of smart grid technology, traditional power dispatching methods have become inadequate in addressing escalating power needs and intricate system management prerequisites. By incorporating a deep learning model, we have refined these methods, facilitating data-driven dispatching decisions and optimizing power resource allocation and dispatching efficiency. Our experimental outcomes reveal that the Long Short-Term Memory network (LSTM) excels in handling intricate time series data, b… Show more
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