A small energy harvesting device that can transform subtle mechanical vibrations into electrical energy could be used to power wireless sensors and actuators for use in anything from temperature and occupancy monitoring in smart environments, to biosensing within the human body. Engineers have developed a predictive model for such a device, which will allow researchers to better understand and optimize its functionalities.