Journal of Cognitive Human-Computer Interaction JCHCI 2771-1463 2771-1471 10.54216/JCHCI https://www.americaspg.com/journals/show/2662 2021 2021 Enhancing Classroom Environment’s Sustainability and Efficiency through AI -Driven Measures Associate Professor, Electrical and Electronics Engineering, Kumaraguru College of Technology, India Vinoth Vinoth Undergraduate Student, Electrical and Electronics Engineering, Kumaraguru College of Technology, India Sundaram S.. .. Undergraduate Student, Electrical and Electronics Engineering, Kumaraguru College of Technology, India Sri Varshini. .. Undergraduate Student, Electrical and Electronics Engineering, Kumaraguru College of Technology, India Sivaprabha Sri P.. L. Emission of carbon footprints plays a major role in climate change and hence, the world is moving towards sustainable energy-based solutions. This paper investigates challenges in classroom environments, focusing on illuminance levels, indoor air quality, and temperature. The study introduces methodologies to enhance educational spaces, emphasizing advanced lighting for optimal illumination, addressing indoor air quality and efficient temperature regulation. Thereby aiming to create visually conducive environments, promoting concentration, and learning effectiveness. The research contributes to nurturing students' intellectual growth and well-being through sustainability. 2024 2024 27 36 10.54216/JCHCI.070203 https://www.americaspg.com/articleinfo/25/show/2662