Double skin façade (DSF) as a passive renewable technique has been widely used due to
its ability to reduce energy consumption by enhancing natural ventilation. However, previous …

The escalating growth in the traditional air-conditioning industry has led to an increased
demand for energy. However, this industry has the drawbacks of high energy consumption …

Solar stills provide a promising avenue for freshwater production in regions grappling with
water scarcity, especially remote locales. However, their efficiency is often constrained by …

This research investigates the application of machine learning models to optimise
renewable energy systems and contribute to achieving Net Zero emissions targets. The …

This study focuses on an innovative hybrid machine-learning model for solar irradiance
forecasting, targeting the integration of solar power into hydrogen production systems …

The objective of this research is to examine the problems of the shading effect of
photovoltaic (PV) systems. This research describes the PV system installed on the rooftop of …

The inherent variability in solar Photovoltaic (PV) systems motivates developing dynamic
and adaptive data-driven models capable of accurately predicting the systems' performance …

The global shift towards sustainable energy has positioned photovoltaic (PV) systems as a
critical component in the renewable energy landscape. However, maintaining the efficiency …

It is widely recognized that the sustainability of the built environment is one of the key
strategies to tackle global crises such as climate change, resource depletion, and human …

Dynamic façade (DF) technology is key to mitigating global climate change, benefiting
significantly from machine learning (ML) advancements in interdisciplinary research …