STATISTICA Multivariate Statistical Process Control0 pages
Multivariate Statistical Process Control
APPLICATIONS
STATISTICA MSPC
Trajectory Plot for Stage 1 Pressure
Number of batches: 30
•t Apply multivariate statistical methods quality control, predictive modeling,
and data reduction to complex manufacturing processes.
•t Monitor the process characteristics interactively or automatically during
production stages rather than waiting for final testing.
•t Build, evaluate, and deploy predictive models based on the known
outcomes from historical data.
Trajectory
•t Determine the most critical process, raw material, and environmental factors
and their optimal settings for delivering the products of the highest quality.
•t Utilize techniques for process industries and batch-oriented t
manufacturing such as pharmaceutical, chemical, petrochemical, t
and pulp and paper manufacturing.
MODES OF WORK
Time
STATISTICA Provides the Complete Solution:
Offline Analyses
•t Historical analysis, data exploration, data visualization, predictive model
building and evaluation, model deployment to monitoring server
STATISTICA MSPC: SPE(Q) Chart
Number of components is 14
Online Analyses
•t Interactive monitoring with dashboard summary displays and automaticupdating results.
PROCESS ANALYTICAL TECHNOLOGIES
Q
•t Automated monitoring with rules, alarm events, and configurable actions.
STATISTICA is the Analytics Software Platform for PAT Applications
•t Wealth of multivariate techniques including partial least squares, principal
components, neural networks, recursive partitioning (tree methods),
support vector machines, independent components analysis, cluster
analysis, and more.
•t Platform provides user access control and permissions, audit trails, data
connectivity, central configuration and maintenance, Web-based user
interfaces, and Part 11-relevant features.
•t STATISTICA is optimized for deployment for validated applications.
Validations packages (IQ/OQ/PQ) and services are available.
Time
StatSoft offers a large selection of desktop and web enabled
enterprise-wide solutions for manufacturing and other
applications, supported with consulting and training services by
a network of 30 offices on all continents.
2300 East 14th Street • Tulsa, OK 74104 • USA • (918) 749-1119 • info@statsoft.com • www.statsoft.com
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