Istanbul Gelisim Vocational School: Monthly E-Bulletin (Vol. 4, Issue 2, February 2024)

Abstract

APPLICATION OF MACHINE LEARNING TECHNIQUES IN GREEN BUILDINGS Due to the climate crisis experienced worldwide in recent years, measures have started to be taken one after another in the energy sector. Events such as changes in average temperatures due to global warming, wastes generated during energy production, depletion of natural resources have led to the necessity of establishing some standards in the energy sector. For this reason, environmentally friendly systems have started to take place in the foreground and as a result, the concept of green building has emerged. Green buildings are also referred to as sustainable buildings, ecological buildings or energy efficient buildings. These terms mean that buildings exhibit high performance throughout their lifetime and cause little damage to the environment. The energy consumed by buildings currently accounts for more than 40 per cent of total primary energy consumption worldwide. One of the most important steps to optimise energy consumption in a building is energy analysis.