Modde 9.1 Umetrics.30 -

MODDE 9.1 is a dedicated Design of Experiments software package developed by Umetrics (later integrated into Sartorius Stedim Data Analytics). The software is engineered to help users create experimental protocols, analyze complex multivariate data, and identify optimal operating conditions.

Optimization of fermentation and purification processes. Conclusion

Comparative Analysis of the Physicochemical Properties and ... - PMC

The software offers a comprehensive library of experimental designs tailored to different stages of project development: modde 9.1 umetrics.30

SIMCA implements a range of powerful multivariate techniques:

Since the release of version 9.1, Umetrics/Sartorius has introduced newer versions, such as MODDE 11, 12, and 13. While the core mathematical principles of DoE remain identical, modern versions introduce several upgrades: Classic, wizard-driven layout. Ribbon-style, modern UX with dashboard analytics. Design Space Geometric overlay / Sweet spot plots. Advanced probabilistic Design Space estimation. Stability Testing Manual configuration required. Dedicated Stability Testing and Autoplotting modules. Integration Standalone data entry. Direct integration with SIMCA and real-time PAT systems.

Do you need help (e.g., Screening vs. Optimization) for a project? Q2cap Q squared , or ANOVA tables? Share public link MODDE 9

: Supports various objectives including screening (finding vital factors), optimization (finding the best settings), and robustness verification .

While more recent versions like MODDE 13 have since been released, the 9.1 release was pivotal for establishing Umetrics' dominance in process analytical technology (PAT). Technical features for MODDE 13 - Sartorius

, and 3D surface visualizations to help identify the "Design Space". Quality by Design (QbD): Ribbon-style, modern UX with dashboard analytics

SIMCA (Soft Independent Modelling of Class Analogy) is a that allows users to analyse complex datasets and extract meaningful patterns and relationships without requiring programming skills in MATLAB, R or Python.

The software is designed to be – not just data scientists – empowering R&D, operations, quality engineers and other professionals with multivariate tools and process intelligence.

Enhanced robust optimization and probability estimates.

As part of the broader , MODDE 9.1 laid the foundational framework for Modern Quality by Design (QbD) and advanced formulation testing across pharma, biopharma, and chemical manufacturing industries. Understanding MODDE 9.1 and the Umetrics Ecosystem What is Design of Experiments (DoE)?