... UF) of 39.62% for PV panels, enabling the installation of 90 solar panels with an annual energy yield of 152,091.64 kWh. Originality/value The optimisation workflow introduced in the paper highlights its potential to reduce the reliance on physical site visits while improving design precision...

...Abdulbasit Almhafdy; Amal A. Al-Shargabi Purpose This study aims to develop accurate prediction models for heating and cooling demands in buildings equipped with solar panels. By integrating renewable energy technologies, the goal is to design nearly energy-neutral buildings that significantly...