The role of Artificial Intelligence in energy efficiency optimization

Author(s)	Tapiwa Robson Makumbe, Didymus Tanyaradzwa Makusha
Country	Zimbabwe
Abstract	The integration of Artificial Intelligence (AI) into energy systems significantly advances energy efficiency across various sectors, including manufacturing, transportation, and smart grids. AI technologies facilitate advanced data analytics and predictive modeling, enabling real-time energy consumption monitoring and identifying inefficiencies. Machine learning algorithms process vast datasets from smart meters and sensors, developing adaptive energy management systems that optimize energy use based on demand forecasts. AI also enhances renewable energy performance, optimizes photovoltaic systems, improves smart grid management, and streamlines transportation and logistics, thereby reducing energy consumption and carbon emissions. However, challenges such as high implementation costs, data privacy concerns, and the need for skilled technical personnel must be addressed to fully harness AI’s transformative potential.
Field	Physics > Energy
Published In	Volume 16, Issue 2, April-June 2025
Published On	2025-06-15
DOI	https://doi.org/10.71097/IJSAT.v16.i2.6125
Short DOI	https://doi.org/g9qqwq

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International Journal on Science and Technology