Energy Management System For Micro Grid Using Deep Q-Network Reinforcement Learning

In the present era, several types of portable electronic equipment have profited from the availability of compact power converters that combine high efficiency with variable input and output voltages. Nevertheless, traditional power converters struggle to keep a wide operating range while maintaining high efficiency, especially when up and down voltage conversion are required. A converter with a single primary inductor can achieve these properties (SEPIC). Conventional buck boost converters have a number of drawbacks that make them problematic for a variety of applications. They include inverted output, pulsing input current, and high voltage stress. Hence, a SEPIC converter is employed to do away with this. With a negative input voltage, a positive controlled output voltage is generated using the DC-DC converter presented in this project, known as SEPIC. It may also function as a boost converter and a buck converter. The SEPIC is equipped with a basic controller that ensures quiet operation. A SEPIC converter has several benefits over a buck-boost converter, including high efficiency, input and output voltage polarity equality, and isolation of the input and output sides thanks to a capacitor.