PuffEM

Jun 24, 2025 ยท 1 min read
PuffEM device: working-principle diagram, the e-cigarette sleeve, and the PCB front and back. PuffEM working principle, sleeve with enclosure, and custom PCB (adapted from the paper).

Understanding vaping behavior and nicotine intake is essential for addiction research and cessation support, but self-reports and gesture-based methods are unreliable and miss real-time events. PuffEM is a low-power, versatile e-cigarette sleeve that detects vaping events using a touch sensor and an on-the-surface magnetometer, and estimates the amount of vaporized nicotine. Paired with a mobile app, it captures sensor and contextual data to support behavioral research and health interventions.

PuffEM’s embedded sensing pipeline and the companion mobile-app data flow.

My role. I co-led this project (equal first-authorship). We validated PuffEM in the lab across three ENDS devices and in a five-day in-the-wild deployment that demonstrated high usability and low burden. The work was published at ACM/IEEE CHASE 2025.