The fourth get more info industrial revolution, Manufacturing 4.0, is characterized by the unprecedented integration of physical and digital worlds. Key to this transformation are smart IoT devices that enable real-time data gathering, interpretation, and automation across industrial processes. This intelligent devices, ranging from sensors and a