The fourth industrial revolution, Manufacturing 4.0, is characterized by the unprecedented convergence of physical and digital worlds. Essential to this transformation are smart IoT devices that enable real-time data gathering, analysis, and optimization across industrial processes. This intelligent devices, ranging from sensors and actuators to