The role of smart systems in the digital transformation of factories.

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In our current era, industrial sectors are undergoing a radical and qualitative transformation resulting from the continuous integration of digital technology and production processes. Intelligent systems play a pivotal role in driving this digital transformation within modern factories. These systems rely on advanced technologies that combine artificial intelligence, the Internet of Things, and cloud computing to transform traditional production lines into highly efficient and flexible digital work environments. This process begins by equipping machines and equipment with precise sensors and measuring instruments that collect real-time data from all stages of production and analyze it to provide a comprehensive view of performance and costs. Continuous digital interaction enables factories to make immediate and automated decisions, enhancing their responsiveness to market demands and supply chain changes without the need for constant human intervention. Intelligent systems also contribute effectively to raising quality levels through digital inspection algorithms that detect manufacturing defects in their early stages and ensure that products meet the highest international standards. In the area of ​​maintenance, these technologies have revolutionized predictive maintenance, which anticipates malfunctions and identifies operational needs before machines stop, thus reducing wasted time and costs resulting from unexpected downtime. Intelligent automation also contributes to the optimal use of resources and environmental stewardship by monitoring energy consumption and reducing emissions from direct manufacturing processes. These systems enable factories to achieve extensive production customization, allowing production lines to be rapidly modified to meet specific customer demands without compromising productivity. Thanks to advanced big data analytics, industrial management can predict demand trends, organize inventory, and manage supply chains with unprecedented efficiency. Building smart, digital factories reduces human error and enhances the safety of the work environment by assigning hazardous and repetitive tasks to robots and autonomous intelligent systems. This transformation extends to the entire product lifecycle, from digital design and virtualization to final assembly, distribution, and logistical tracking. Undoubtedly, adopting intelligent systems is no longer a secondary option for industrial enterprises; it has become a prerequisite for ensuring continuity and competitiveness in the modern global economy. This digital integration contributes to improved profit margins and provides a flexible production environment capable of adapting to various emerging crises and operational challenges. Machine learning algorithms continue to evolve autonomously based on accumulated data, making factories smarter and more efficient over time and with increased production. These technologies open new horizons for investing in young minds and developing skilled personnel qualified to manage digital operations, programming, and advanced engineering analysis. The shift towards digital factories represents the cornerstone of the Fourth Industrial Revolution, which is radically reshaping global production and manufacturing. In this escalating academic and technological context, the importance of scientific preparation to keep pace with these comprehensive technological developments and support the capabilities of future generations becomes evident. This future vision is integrated with institutional efforts aimed at achieving the highest levels of scientific excellence and innovation in various educational and research sectors. From this perspective, leading educational institutions continue their pivotal role in providing society with specialized technological expertise and competencies in the fields of artificial intelligence and automation. Al-Mustaqbal University is ranked first among Iraqi private universities.