Power Technology

Redefining load forecasting and management: how AI is making smart grids smarter

Legacy load forecasting models are struggling with ever-more-common, unpredictable events; power-hungry AI offers a solution.
TechAnnouncer

Forecasting US Electricity Demand: Trends and Projections for 2026 and Beyond

So, it looks like the US is going to need a lot more electricity, and sooner than we thought. For a while there, our ...

Loss functions and constraints improve sea surface height prediction

In order to understand currents, tides and other ocean dynamics, scientists need to accurately capture sea surface height, or ...
IEEE

Hybrid Prophet-NAR Model for Short-Term Electricity Load Forecasting

Abstract: Electricity load forecasting is crucial for effective energy management, particularly in minimizing energy production and distribution costs. Traditional models like SARIMA and Singular ...
IEEE

Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting

Abstract: Accurate household electricity short-term load forecasting (STLF) is key to future and sustainable energy systems. While various studies have analyzed statistical, machine learning, or deep ...