Load forecasting of district heating system based on Informer - Gong, Mingju; Zhao, Yin; Sun, Jiawang; Han, Cuitian; Sun, Guannan; Yan, Bo (Energy (Oxford), 2022)
Keywords: Air quality; Air temperature; Algorithms; Artificial neural networks; Autoregressive models; China; District heating; District heating system; energy; Energy distribution; Forecasting; heat; Heating; Heating load; Heating load forecasting; Heating systems; Informer; Long short-term memory; Multilayer perceptrons; Neural networks; Outdoor air quality; Performance assessment; prediction; Prediction models; Recurrent neural networks; Relative humidity; Relative position encoding algorithm; System effectiveness; temperature; time series analysis; Wind speed; China; Heating load forecasting; District heating system; Informer; Relative position encoding algorithm