IEEE

Deep Learning for Time-Series Forecasting With Exogenous Variables in Energy Consumption: A Performance and Interpretability Analysis

Abstract: The rise of decentralized energy sources and renewables demands advanced grid planning, with short-term load forecasting (STLF) playing a crucial role. Energy demand in smart grids is highly ...
IndyCar

Kyle Kirkwood Jumps to Top; Honda Rules Second Arlington Practice

Kyle Kirkwood (photo) was one of three Andretti Global drivers in the top five of practice this morning at the Java House ...
IndyCar

New Arlington Circuit Draws Rave Reviews From Drivers

The 14-turn, 2.73-mile circuit for the Java House Grand Prix of Arlington winds around AT&T Stadium (photo), home of the ...
IEEE

Transformer Machine Learning Models for Time Series Electricity Power Forecasting

Abstract: Time series forecasting is a cornerstone of predictive analytics in diverse domains, such as electricity power production (power plants) and transmission (power grids). Predicting ...