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A production line is often a group of tools or devices set up in a factory where parts are systematically put together to create a final product. Different types of machines are now used by manufacturers for production. Over time, Remaining Useful Life Estimation Software machines and the supporting equipment may deteriorate, and occasionally the entire production line may fail. Because of the expensive maintenance period, breakdowns have a significant negative influence on the performance and cost of production lines and frequently result in a drastic loss in availability. The maintenance of resources is frequently planned in advance in order to prevent certain failure scenarios. However, the cost of maintenance in some businesses can rise by as much as 70%.
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