Uncertainty analysis in building energy assessment has become an active research field
because a number of factors influencing energy use in buildings are inherently uncertain …

Building energy usage has been an important issue in recent decades, and energy
prediction models are important tools for analysing this problem. This study provides a …

Energy consumption of and carbon emissions from buildings, which substantially depend on
outdoor climate conditions, may be susceptible to future climate change. However, how …

A range of energy improvement measures applied to a typical Mediterranean residential
building are modelled under various climate-change scenarios. Global Circulation Models …

Higher availability of future climate data sets, generated by regional climate models (RCMs)
with fine temporal and spatial resolutions, improves and facilitates the impact assessment of …

Designers of commercial building's heating, ventilation and air-conditioning (HVAC) systems
use typical weather data adjusted with global climate models (known as “morphing”) to …

Building cooling energy use is regarded as the hot topic of building research due to its
increasing trend at a rate proportional to the total direct energy use in urban areas …

Weather information plays a critical role in energy applications—from designing and
planning to the management and maintenance of building energy systems, renewable …

As the climate changes globally and locally, the built environment will be subject to different
climatic exposure than in the past. Adaptation measures are required to ensure the long …

Data-driven methods, such as artificial neural networks (ANNs), support vector regression
(SVM), Gaussian process regression (GPR), multiple linear regression (MLR), decision trees …