The electric utility industry is undergoing a significant transformation due to the closure of aging coal and oil-fired power plants, with a focus shifting towards natural gas. This situation presents opportunities for redevelopment and repurposing of these sites, leveraging advancements in raster editing and raster-to-vector conversion technologies. Such tools enable efficient management and modernization of the outdated power plant documentation, facilitating the transition to new energy infrastructures.