CPV Stage 2 - Process Parameter Qualification with Spotfire Statistica® 1.0.0

Overview

This application provides a Statistica workspace that allows a Statistica administrator to auto-deploy an example set of data and associated configurations that perform quality control analysis to monitor a list of process parameters representing a process design as part of stage 1 of continuous process verification. Using Spotfire Statistica Monitoring and Alerting Service (MAS), the analyses are configured for running and capturing quality control alarms using default control indices for continuous verification (stage 3 of CPV).

Users can then submit the analyses to run and view the alarms generated within MAS using a Spotfire analysis. This is augmented with additional visualizations to review, select, and acknowledge the alarms extending the demonstration of stage 3 of continuous process verification.

With the example data and analyses configured (stage 1) and the continued process verification employed (stage 3), the application then allows users to review and edit the control indices for each parameter to influence the continued process verification providing an example of stage 2 of CPV - process parameter qualification.

Concepts

This application provides an example of visualizing and operationalizing data science in the form of continued process verification using Spotfire Statistica®. The example data provides a simple combination of process parameter measurement data and manufacturing/production data attributed by relation to product, site, unit operation, process parameter, and batch ID. This data is then used to deploy configurations and analyses allowing process engineers to monitor, acknowledge, and affect change in the verification of the example process parameters. It demonstrates different aspects of how to use Spotfire Statistica® to help build a journey to employ continued process verification.

More details can be found inside the documentation or in this community article.