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), control system and plc versatile embedded systems renowned for their robust performance in demanding manufacturing environments. PLCs operate on