Introduction In recent years, the intersection of artificial intelligence (AI) and renewable energy has garnered increasing attention as a promising avenue for enhancing energy efficiency and sustainability. AI, with its ability to analyze vast amounts of data and optimize complex systems, holds the potential to revolutionize the renewable energy sector. This article explores the impact of AI on renewable energy efficiency, examining its applications, challenges, opportunities, and future outlook. Artificial intelligence refers to the simulation of human intelligence processes by machines, particularly computer systems. It encompasses various techniques such as …