Photovoltaic energy renovation, also known as solar renovation, represents an important stride towards sustainable and renewable energy solutions in the realm of construction and building renovation. This method involves integrating photovoltaic (PV) systems into existing structures or retrofitting them into buildings undergoing renovation. The aim is to harness solar energy to generate...