AI/ML-Powered IoT Solutions for Smart Buildings and Energy Efficiency
Rohan Dasgupta · International journal of high school research · 2024
Energy efficiency is a crucial issue impacting the lives of people around the world.Over the past few years, we have all encountered the adverse effects of high energy costs in our personal households as well as the global economy.The application of Artificial Intelligence and Machine Learning (AI/ML) on Internet of Things (IoT) data in the context of improving the energy efficiency of buildings holds immense potential.This paper aims to utilize the power of AI/ML and IoT to devise predictions and provide recommendations to improve the energy efficiency of buildings.The concept of "smart buildings" has recently become a key focus of AI/ML research, wherein the building collects energy consumption data from devices and sensors to analyze energy usage and provide concrete recommendations for enhancing the energy efficiency of a building.Similar research has been undertaken to improve the energy efficiency in smart buildings through retrofitting intervention via IoT components in buildings.