The fourth industrial revolution, Industry 4.0, is characterized by the unprecedented interconnection of physical and digital worlds. Key to this transformation are smart IoT devices that enable real-time data collection, processing, and enhancement across industrial processes. This intelligent devices, ranging from sensors and actuators to cloud