Semiconductor Manufacturing Process with Simulated Process Window Model
AssigneeRobert Bosch GmbH
InventorPeter Ebersbach
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Abstract
The disclosure relates to a method for determining a process window for an R2R controller for producing one or a plurality of components in a production process, comprising the following steps: Defining first value ranges for the production machine configurations of downstream production processes. Predicting an influence on a final measurement result of the component on the basis of the first value ranges using trained data-based models, in particular regression models. Selecting the downstream process step which, according to the prediction, has one of the greatest influences on the final measurement result. Determining a modified process window for the selected process step such that the final measurement result lies in a specified interval.
Claims9
A method for determining a process window for an R2R controller for producing one or a plurality of components in a production process, comprising:
- detecting that a measured value after a production process has been carried out on the component, and which characterizes a property of the component, deviates from a specified reference value for this measured value;
- defining, in response to the detecting, first value ranges for production machine configurations of downstream production processes of the component;
- predicting an influence on a final measurement result of the component on the basis of the first value ranges using trained data-based regression models;
- selecting a downstream process step which, according to the prediction, has one of the greatest influences on the final measurement result;
- and
- selecting a second value range for the selected downstream process step such that, use of the selected second value range with the selected downstream production process results in the final measurement being in a specified interval.
Dependencies are inferred from the claim text.