A Novel Approach to Implementation of Ann Based Solar and Wind Power Generation Hybrid Grid

8 Jul

Authors: Narendra kumar, Professor Amit kumar Asthana

Abstract: This study presents the development and implementation of a hybrid solar-wind energy controller for seamless grid integration. With the growing demand for sustainable and renewable energy, hybrid systems combining solar and wind power offer a reliable solution to overcome the intermittency challenges inherent in each individual energy source. The proposed controller optimizes energy generation from both solar and wind sources, balancing the fluctuating power output and ensuring a stable power supply to the grid.The controller uses real-time monitoring of solar radiation and wind speed to predict energy production and dynamically adjust the power flow to the grid. By integrating energy storage systems (such as batteries or supercapacitors), the system can store excess energy produced during periods of high generation and release it during low generation periods. Additionally, advanced algorithms are employed to handle load demands, prioritize energy dispatch, and maintain grid frequency and voltage stability.Simulations and experimental results demonstrate that the hybrid solar-wind system with the proposed controller effectively reduces the dependency on fossil fuels, increases grid reliability, and enhances the overall efficiency of renewable energy utilization. The system's performance is also evaluated under various environmental conditions to assess its robustness and adaptability.The hybrid solar-wind controller offers a promising solution for large-scale grid integration, providing both economic and environmental benefits while supporting the transition toward a cleaner, more sustainable energy future