Energy Load and Power Forecasting
Topics
Description: This cluster of papers focuses on the methods and techniques for forecasting electricity prices and load demand, with an emphasis on short-term forecasting using neural networks, ARIMA models, and pro... more
Related topics (siblings) 3D IC and TSV technologies, Advanced Battery Materials and Technologies, Advanced battery technologies research, Advanced Data and IoT Technologies, Advanced DC-DC Converters +111 more
Subfield (parent): Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Works count: 51,910
Citations count: 713,100
Neural networks for short-term load forecasting: a review and evaluation
2001 · Henrique S. Hippert, Carlos E. Pedreira, et al. · IEEE Transactions on Power Systems
Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network
2017 · Weicong Kong, Zhao Yang Dong, et al. · IEEE Transactions on Smart Grid
ARIMA models to predict next-day electricity prices
2003 · Javier Contreras, Rosa Espínola, et al. · IEEE Transactions on Power Systems