Short-Term Urban Water Demand Prediction Considering Weather Factors

Short-term Prediction of Weather Parameters Using Online Weather Forecasts

While people need to know tomorrow’s weather to decide suitable activities and precautions, so do the “intelligent” building management systems. The accuracy of the short-term prediction of the ambient conditions is particularly import for the development of predictive control strategies. Although the shortterm prediction methods for outside air temperature have been extensively studied, reliab...

A Novel Hybrid Short Term Load Forecasting Model Considering the Error of Numerical Weather Prediction

In order to reduce the effect of numerical weather prediction (NWP) error on short term load forecasting (STLF) and improve the forecasting accuracy, a new hybrid model based on support vector regression (SVR) optimized by an artificial bee colony (ABC) algorithm (ABC-SVR) and seasonal autoregressive integrated moving average (SARIMA) model is proposed. According to the different day types and ...

Short-Term Weather Forecasting

Machine Learning Techniques for Short-Term Electric Power Demand Prediction

Since several years ago, power consumption forecast has attracted considerable attention from the scientific community. Although there exist several works that deal with this issue, it remains open. The good management of energy consumption in HVAC (Heating, Ventilation and Air Conditioning) systems for large households and public buildings may benefit from a sustainable development in terms of...

A short-term, pattern-based model for water-demand forecasting

Stefano Alvisi (corresponding author) Marco Franchini Dipartimento di Ingegneria, Università degli Studi di Ferrara, Ferrara 44100, Italy Tel.: +39 0532 97 4930 Fax: +39 0532 97 4870 E-mail: [email protected] Alberto Marinelli DISTART, Università degli Studi di Bologna, Bologna 40136, Italy The short-term, demand-forecasting model described in this paper forms the third constituent part of t...