Machine vision is bringing great flexibility and intelligence into manufacturing processes, marking the beginning of the smart manufacturing era.
FREMONT, CA: Manufacturing facilities have benefitted substantially from the futuristic technologies becoming commercially viable. Today, the development of machine vision is enabling manufacturing facilities to increase the functionality of industrial robots and supply chains. The integration of advanced technologies has created considerable scope for smart manufacturing to become a reality, and machine vision is exceedingly vital in this context. Machine vision helps incorporate the feature of sensing into mechanized operations, thereby helping reduce dependence on manual labor and enhance automation. The following points demonstrate the potential of machine vision in smart manufacturing.
• Automated Palletization
Machine vision is redefining palletization processes in the manufacturing industry. Traditionally, palletization was handled manually and was prone to errors. With machine vision, products and boxes can be sorted seamlessly without assistance from workers. Cameras with machine vision scan the boxes tagged with metadata. Because of machine vision, visual data is converted into actionable input that instructs machines to place boxes on appropriate pallets.
• Comprehensive Maintenance
Manufacturing units contain a lot of complex machinery and equipment. Machine vision is helping enhance the maintenance of manufacturing facilities. With the help of machine vision, intelligent monitoring capabilities receive a boost. It allows operators to detect possible breakdowns and failures well in advance, thus allowing repairs to be carried out. This helps reduce lags in production, thus preventing losses.
• Effective Assessment and Standardization
In manufacturing, it is essential to ensure standard quality of production. Machine vision is helping manufacturers achieve that with the help of a sophisticated combination of technologies. Sophisticated cameras generate 360-degrees views of products and components on the assembly line. With backing from AI and ML, these visuals are processed to check for critical attributes and ensure standard quality of production, and perfect packaging.
Additionally, machine vision is also assisting manufacturing companies to bolster safety through futuristic 3-D inspection capabilities that help detect defects in real-time. Overall, machine vision is enhancing production output and reducing the costs of operation.