TIBCO Spotfire in Manufacturing – SPC vs MSPC vs ML
Monitoring complex manufacturing processes can be simplified by using the appropriate methods. It leads to simplified visualizations and the capability to understand relationships among process variables.
TIBCO Spotfire is a powerful data visualization and analytics tool, that enables you to rapidly build and deploy analytical solutions and use these in your team.
In this webinar we demonstrate an application built in TIBCO Spotfire® that enables exploration and understanding of analytical results. We provide an overview of Spotfire's capabilities, a brief positioning of SPC, MSPC, ML and how to tackle a project like this.
Tuesday, June, 14th 11:00 –12:00 CET
Eszter Kovacs
Senior Solutions Engineer at TIBCO Software Inc.
Nick Verstegen
Lead Data Scientist at StatSoft (Europe) GmbH
Agenda
- TIBCO & StatSoft Partnership
- Spotfire® Overview
- SPC vs MSPC vs ML
- The Project
- The Application
- Conclusion
Tuesday, June, 14th 11:00 –12:00
Webinar Glossary
SPC = Statistical Process Control
MSPC = Multivariate Statistical Process Control
TMPCA = Time-wise multi-way principal component analysis
ML = Machine Learning
MVA = Multivariate Analysis
PCA = Principal Component Analysis
PLS = Partial Least Squares
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