The present invention discloses an artificial-intelligence-based fan system 100 configured to provide adaptive thermal comfort control and method thereof. The fan system 100 comprises a base unit 102, a mast 104, a privacy-preserving, camera-free sensor suite 106, a controller 108, and an actuation subsystem 110. The base unit 102 configured to accommodate a power-conversion and energy-management module 112 and an energy-storage unit 114. The mast is configured to provide support to a two-axis gimbal head, a privacy-preserving, camera-free sensor suite 106 configured to acquire multimodal data, a controller, and an actuation subsystem 110. The controller comprises a microcontroller unit (MCU) 116 configured to perform real-time sensor fusion, safety monitoring, and motor-control operations, and a neural processing accelerator 118 configured to execute an on-device artificial-intelligence model. The actuation subsystem comprises the BLDC motor and dual-axis servo drives configured to control blade rotational speed, azimuth oscillation, and tilt angle through closed-loop field-oriented control.
Jena et al. (Fri,) studied this question.