Satellites and other spacecraft are often outfitted with high-voltage solar panels in order to minimize the overall payload requirements over more massive, low voltage arrays. However, these high voltage solar panels often suffer arcing and breakdown problems when operating in the space environment as charged particles build up on the spacecraft surfaces. Predicting where this build up could occurs allows engineers to create more robust spacecraft designs.