Analysis and Control of Efficient Wind Photovoltaic Hybrid Generation System

Abstract

The research focuses on hybrid systems with storage, specifically for residential newlinehomes. The primary advantage lies in its broad applicability, promising benefits for a newlinelarge segment of the population. The study delves into the micro-level aspects of these newlinesystems, offering valuable insights for structuring modern grids. Moreover, it empowers newlineindividuals to contribute to environmental sustainability by adopting such systems in newlinetheir homes, thereby enhancing the green footprint. newlineThese System involves various energy resources and storage system. These newlinesystems can work Standalone, and grid connected. This are implemented for household newlineenergy needs; these systems are designed to manage appliances and small-scale energy newlinedemands. Better prediction of renewable energy generation, optimization of grid newlineoperations, and dynamic demand-response management. Their implementation marks a newlinesignificant step towards self-sufficient, sustainable energy consumption at the newlineresidential level. newlineThis research presents an integrated microgrid system adeptly managed by newlineadvanced AI technologies, encompassing Fuzzy Logic Control, Artificial Neural newlineNetworks, and Adaptive Neuro-Fuzzy Inference System, utilized with in a MPPT newlineframework in a hybrid wind and solar energy configuration. Simulating a 5-kW newlinecapacity, the system comprises a 3-kW wind turbine and a 2-kW solar array, both newlineequipped with Energy Storage Systems and grid connectivity. newlineThe strides made in this study represent a significant advancement in the newlineoperation and control of hybrid renewable energy systems. The inclusion of a newlinecomprehensive AI-based controller demonstrates a remarkable ability to respond to newlineenvironmental fluctuations promptly, enabling efficient power allocation decisions for newlineload balancing and effective energy distribution between the storage and the grid. newlineDespite its modest scale, the system incorporates an array of sophisticated control newlinestrategies that enhance power quality, including the use of an LCL filter to mitigate newlineharmonic distortions.