n the era of Industry 4.0, smart manufacturing has revolutionized how industries operate, focusing on the integration of advanced technologies such as IoT (Internet of Things), AI (Artificial Intelligence), and machine learning. At the core of this transformation lies a critical component: industrial valves. These devices, which regulate the flow o