Internal heating fluctuations and component wear often go undetected without real-time feedback, leading to inconsistent aerosol delivery or device failure.

Repeated high-current discharge and improper charging cycles cause irreversible chemical breakdown in the battery, reducing the device's operational lifespan.

Ambient noise and pressure fluctuations cause false triggers or delayed heating activation in aerosol devices.