Forecasting energy consumption in buildings is a key step towards the realization of
optimized energy production, distribution and consumption. This paper presents a data …

Forecasting thermal load is a key component for the majority of optimization solutions for
controlling district heating and cooling systems. Recent studies have analysed the results of …

Forecasting the short-term future energy demand in buildings and districts is a vital
component towards the optimization of energy use and consequently the reduction in …

Nowadays, since energy management of buildings contributes to the operation cost, many
efforts are made to optimize the energy consumption of buildings. In addition, the most …

This paper presents a complex analysis of heat demand forecasting methods for the Warsaw
District Heating Network, which is owned by Veolia Energia Warszawa, the largest district …

Short-term forecasting of thermal energy demand is critical to optimally manage on-site
renewable energy generation and the charge and discharge of energy storage devices in …

Heating load prediction plays an important role in supporting the operation of a residential
district energy station. To find out the most suitable prediction algorithm, seven popular …

Energy consumption forecasting for buildings has immense value in energy efficiency and
sustainability research. Accurate energy forecasting models have numerous implications in …

An accurate characterization and prediction of heat loads in buildings connected to a District
Heating (DH) network is crucial for the effective operation of these systems. The high …

Predicting building energy consumption is essential for planning and managing energy
systems. In recent times, numerous studies focus on load forecasting models dealing with a …