This work presents an experimental protocol to assess the thermal behavior of high-power Chip-on-Board (COB) LEDs using infrared thermography. A compact forced-convection cooling device was tested under variable power and airflow, demonstrating efficient heat dissipation and safe junction temperatures for compact applications such as smart lighting and embedded electronics.