Power electronics are the backbone of the 21st century. Whether to comes to charging your phone or powering to a city, power electronics are are responsible for keeping the entire world running. However, with climate change becoming a more pressing problem, the answer to the question of how to deliver power as efficiently as possible becomes ever more crucial. With the recent advancements in AI, we start wondering if it is possible to use the power of generative AI to assist with coming up with novel energy efficient power conversion solutions by looking at scientific literature. Though, current AI models are not sophisticated enough to understand schematics because they lack the understanding and "intuition" of electronics. PowerVision is a schematic to simulation tool that was created to bridge this gap and give AI algorithms to understand how circuits work. This tool uses a combination of computer vision and machine learning to recognize and construct simulation-ready files from scratch. PowerVision demonstrates the possibilities of using AI to assist in electrical engineering research.