Introduction In the era of Industry 4.0, Programmable Logic Controllers (PLC) play a pivotal role in smart manufacturing. As factories evolve into interconnected smart environments, PLCs serve as the backbone of automation systems, ensuring efficiency, precision, and flexibility. This a