The fourth industrial revolution, Manufacturing 4.0, is characterized by the unprecedented integration of physical and digital worlds. Central to this transformation are smart IoT devices that enable real-time data monitoring, processing, and automation across industrial processes. This intelligent devices, ranging from sensors and actuators to c