“…Road roughness (that may include corrugations, potholes, asphalt quality, etc. (Abulizi et al, 2016) health of vehicle suspension system (that may include springs, shock absorbers, and struts, etc., (Zhang et al, 2020), driving styles (that may include reckless, anxious style, and careful, etc., (Peng et al, 2022), all affect onboard energy scavenging. The motivation behind this work is to use piezo material not primarily to scavenge electrical energy for powering meso-to-micro scale devices but also to expose and utilize the information concealed in energy creation patterns.…”