The Genomics of Industrial Process Through the Qualia of Markovian Behavior
نویسندگان
چکیده
A technique for registering and relating events that cause an observable definable system state is proposed. Discrete of system-state transfer are expressed by event tracking clustering in the form contiguous quanta data. This approach capable describing typical processes industrial systems a chain codes contain input/output parameters. The constituent nodes Markovian Processes series akin to genes deoxyribonucleic acid, repeatable predictable. process information aligns represent activities (process). They describe causal links between occurring forming pattern (pathway) leads well-specified output (e.g., product with defect or otherwise). creation genomics requires knowledge observed latent parameters (state) as well change at specified time intervals (discretization). theory tested case study quality assessment control glue dispensing micro-semiconductor manufacturing. resulting definitions interrelationship contribute development genes. outcome gene alignment geometric interpretation droplet formation. predicted within production tolerance nondefective product. principle creating find rectify defect-causing disrupt sequences lead producing defective products, leading zero-defect manufacturing process.
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ژورنال
عنوان ژورنال: IEEE transactions on systems, man, and cybernetics
سال: 2022
ISSN: ['1083-4427', '1558-2426']
DOI: https://doi.org/10.1109/tsmc.2022.3150398