Machine Learning in Smart Grids: Transforming Energy Management for a Sustainable Future

The modernization of electrical grids into "smart grids" has transformed the way we generate, distribute, and consume electricity. Smart grids leverage advanced technologies, including sensors, communication networks, and data analytics, to optimize grid operations, enhance energy efficiency, and accommodate renewable energy sources. Machine Learning (ML) plays an important role in this transformation, offering innovative solutions for managing the complex challenges faced by smart grids. This brief study explores the emerging trends in machine learning applications for smart grids.