Qiuhui Jiang

Deep Learning-Based Load Forecasting Approachfor Smart Grids

This paper focuses on three kinds of deep learning load forecasting methods: recurrent neural network variants, CNN hybrid architectures, and Transformers, and systematically conducts a comparative analysis of them from three dimensions: prediction accuracy, long-term dependency modeling ability and computational effic...