The realm of industrial automation is rapidly transforming, driven by the need for increased efficiency, productivity, and safety. At the heart of this evolution lie Programmable Logic Controllers (PLCs), versatile embedded systems renowned for their robust performance in demanding industrial automation using plc manufacturing environments. PLCs op