Intelligent industrial automation systems are among t most significant technological advancements in modern industry. They aim to improve production efficiency, enhance product quality, and reduce human intervention. These systems integrate artificial intelligence, the Internet of Things (IoT), and cyber-physical systems to manage and operate smart factories. These systems collect data from sensors and industrial equipment and analyze it using advanced algorithms to make intelligent operational decisions in real time. This leads to faster production processes, reduced errors, and optimal utilization of resources and energy. Intelligent industrial automation systems are widely used in various industrial sectors, including manufacturing, automotive industries, energy, and petrochemicals. They also play a vital role in predictive maintenance by detecting potential failures early, reducing unplanned downtime, and lowering operational costs.