Development of Hybrid Energy Source Electric Vehicles with DC-DC Converters

The hybrid electric vehicle plays an important role in the automobile industry. The development of hybrid electric vehicles helps in the reduction of greenhouse gases and need not to depend on fossil fuels. The hybrid electric vehicle integrates with both the internal combustion engine and the electric motor. This helps to improve the sustainability of the system. This is enhanced through DC-DC converters. They help to transfer seamless transfer of energy through various sources and loads to the vehicle’s electrical system. The overall performance of the system is achieved through efficiently converting and regulating the voltage levels. This also helps to improve the energy utilization of the electric vehicles. The smooth energy flow is achieved through the development of various control strategies. The various challenges in the functioning of hybrid electric vehicles are resolved through adopting deep learning techniques. Deep learning is artificial intelligence which functions based on the activities of human intelligence. Energy management is obtained through optimizing control parameters. The battery state of charge and energy exhaustion are detected and monitored through optimization techniques. The genetic algorithm is used for optimization of power management to obtain a more reliable and efficient system. This helps to provide automatic decision- making on how to distribute power from the hybrid energy sources. This is obtained as a sustainable transportation option due to its improved efficiency with reduced emissions.