Smart manufacturing is rapidly adapting the industrial landscape by embracing cutting-edge technologies from Industry 4.0. This paradigm shift promotes a data-driven and intelligent production environment, leading to optimized efficiency, productivity, and quality. Through the application of technologies like cybersecurity, artificial intelligence