Perspective-smart energy management system using machine learning

In today’s rapidly evolving world, the demand for energy is steadily increasing, while the need for sustainability and efficient resource utilization becomes ever more critical. Smart Energy Management Systems (SEMS) are poised to play a pivotal role in addressing these challenges. Leveraging the power of Machine Learning (ML), SEMS offer a promising avenue to optimize energy consumption, enhance grid reliability, and reduce carbon footprints. This review article provides an in-depth exploration of the current state of Smart Energy Management Systems empowered by Machine Learning, highlighting their key components, applications, challenges, and future prospects

Hybrid Renewable Energy Systems: An Integrated Approach to Rural Electrification

In recent years, there has been a marked shift in focus towards sustainable and renewable energy solutions, particularly in the context of developing nations. This article explores the immense potential of hybrid renewable energy (RE) systems for ushering in a transformative change in electrifying remote and rural areas within these countries. The importance of such endeavours becomes paramount as a multitude of nations globally seek strategies to diminish carbon footprints. Renewable energy systems, combining sources such as solar, wind, hydro, and biomass, emerge as crucial assets in this drive, especially when considering regions that remain largely isolated from major electrical grids. The growing emphasis on research in this domain, coupled with favourable policies, signifies a promising trajectory for RE in developing nations. Such hybrid models, by capitalising on the diverse spectrum of renewable resources at hand, are on the brink of initiating a revolution in rural electrification strategies. This review accentuates the urgency and significance of rapidly integrating these avant-garde systems, setting the stage for a future that is not only environmentally conscious but also ensures broader and more equitable access to energy