sing advanced analytics to identify quality issues will improve production processes, protect the business against liability claims and allow the organization to focus on quality issues and change product design and/or processes.
2. Quality Control
Sample Application
Description
• Businesses that fail to control quality will lose customers
and market share and, in some cases, expose the
organization to legal risk and liability. Predictive quality
control is define to maintain red wine quality by observing
effective factors of wine.
4. • Effecting factors of wine quality such as acid,
sulphates residual sugar, chlorides.
• Other influencing components - density, PH, alcohol
level etc.
Influencing
Factors
Quality Control
Sample Application
5. Classification is the method used for classifying numeric
and/or categorical data into two groups based on
predefined categories.
• Higher classification accuracy (>=70%) means the results
are reliable and accurate.
• Lower classification accuracy (<70%) means the model
needs to be rebuilt using different input parameters.
Algorithm(s)
Quality Control
Sample Application
18. Quality Control
Predictive Analytics Use Case
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Smarten – Quality Control Use Case - 2020