Design of hybrid photovoltaic wind energy systems for residential and commercial applications for environmentally sustainable production

Energy is the potential that can be exerted via material or chemical means. Primitive energy comes from wind and sun power, fossil fuels, nuclear power, and hydropower. Primary energy comes from resources found in the environment. Photovoltaic wind energy is critical to any country's economic and social development. As the price of traditional energy sources continues to rise and its negative effects on the environment worsen, the adoption of renewable energy systems is likely to expand. Regarding production and industry, the cyclical nature of wind and photovoltaic renewable energy sources and their high investment cost are two key concerns. The Internet of Things-based Particle Swarm Optimization Algorithm algorithm(IoT-PSOA) has been proposed in this research to control and monitor PV wind energy systems in the green manufacturing sector. Applications of the Internet of Things in renewable energy production revolve around sensors attached to generation, transmission, and distribution machinery, allowing for remote monitoring and management of this equipment by companies. IoT lowers running expenses and lessens our already limited reliance on fossil fuels. A power control circuit that responds to variations in load provides a steady supply. The Internet of Things has shown that evaluation procedures are more productive, with more precise reporting and higher quality assurance.