Siemens' ventures into the digital twin industry center around bi-directional predictive and preventative models to allow manufacturers to pinpoint and stamp out potential issues before they come about. Their performance model also encourages implementation of twinning throughout the manufacturing flow - from designing products to the plants they are fabricated in. Their patent portfolio offerings comprise of methods for regulating the parameters of production, such as defining proper error analysis for product deficiency.
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