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Manufacturing Technology Insights | Saturday, September 03, 2022
Fully integrated, collaborative production systems offer a variety of advantages to operators, including the ability to adapt and optimize processes quickly in factories.
FREMONT, CA: A smart factory is a digitized manufacturing facility that collects and shares data in real-time via connected devices, machinery, and production systems. This data is then used to influence decisions on enhancing processes and dealing with any difficulties that may develop. Smart factories link the digital and physical worlds to monitor the whole manufacturing process, from supply chain management to manufacturing tools and even the activity of individual operators on the shop floor. A smart factory's smart manufacturing techniques are enabled by various technologies such as artificial intelligence (AI), big data analytics, cloud computing, and the industrial Internet of Things (IoT). Optimizing smart manufacturing processes involves using various technologies related to the fourth industrial revolution (Industry 4.0).
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Detectors & sensors: A device or machine that collects data at specific stages of the manufacturing process that can be used to monitor the manufacturing process's progress. There are many examples of how sensors can monitor temperature or other variables and self-correct any problems or alert the staff if anything goes wrong. Sensors like these can be connected to a network and used with multiple machines to provide joint monitoring.
Cloud computing: Using cloud computing, data collected from sensors can be stored and processed. With this technology, large amounts of data can be uploaded, stored, and assessed in real-time to provide feedback for decision-making.
Big data analytics: By collecting more data, it is possible to gain insights into the performance of a production process. Greater accuracy can achieve predictive quality assurance by spotting error patterns in big data. In order to solve common problems and optimize processes, data can be shared between factories or organizations.
Virtual and augmented reality: Virtual reality is an immersive virtual world that requires special glasses, while augmented reality involves digital information overlayed onto reality via a smartphone. Using both technologies can help factory operators organize products, production, and maintenance and repair tasks.
Digital twins: Digital twins can simulate real-world performance and represent processes or physical objects. Control and operations planning can improve as well as efficiency improvements.
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