Process Production Operations

Empowering production operations in process industries to shorten time to market and maximize profitability by leveraging process and quality data

Data Analysis

BIOVIA Discoverant provides a powerful environment for descriptive and investigational analysis. The capabilities leverage BIOVIA’s flexible, on-demand data access and contextualization environment to support extensive analytical and statistical tools.

The data analysis modules enable process engineers to understand not only what is happening (descriptive analytics) but also why it is happening across the entire process (i.e., cause-and-effect analysis) and across operations occurring at different sites.

The modules were designed, developed and tested to be fully validatable.

Using BIOVIA’s data analysis capabilities, manufacturers can conduct:

  • Process and product trending with alerts for early warning
  • Tri-panel root cause investigations for relating events to process shifts
  • Correlation plot matrices for finding unexpected parameter relationships
  • Process Capability calculations and specifications setting
  • Comparison groups of batches to understand process variations
  • Univariate and multivariate statistical analysis
  • Principal component analysis and regression
  • General statistics
  • 2D and 3D plotting
  • Statistical process control monitoring and alerts

  • Stability and expiration dating analysis using both linear and non-linear models

  • Advanced profile analysis to find interactions between on-line parameters
  • Multi-phase analysis to analyze separation and synthesis operations

  • Animated 3D visualizations to look for patterns in multivariate process data
  • Complex multivariate problem solving through integration with Umetrics' SIMCA-P+

BIOVIA Discoverant also provides a large variety of plotting capabilities.

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