Data collected and structured inside MODDE 9.1 exports directly into SIMCA software. This enables advanced Multivariate Data Analysis (MVDA) and real-time process monitoring. Industry Applications: Driving Quality by Design (QbD)
Using Umetrics MODDE 9.1 , researchers can implement Multivariate Data Analysis (MVDA) to predict outcomes and ensure process robustness within regulatory safety margins. 3. Methodology (The "MODDE" Workflow)
with older legacy data or specific archived research projects. MODDE® - Design of Experiments Software
Optimizing cell culture media, bioreactor feed strategies, and purification steps (chromatography). modde 9.1 umetrics.30
Using MODDE's built-in diagnostics (R2, Q2, and ANOVA tables) to ensure the model's predictive power. 4. Key Results & Visualizations
: Used for high-level optimization to map complex quadratic surfaces.
MODDE 9.1 has a broad range of applications across various industries, including: Data collected and structured inside MODDE 9
For pharmaceutical and biotechnology industries, MODDE helps meet regulatory requirements for QbD, as mandated by agencies like the FDA [1].
MODDE 9.1.0.30, developed by MKS Umetrics (now Sartorius), is a legacy Design of Experiments (DOE) software platform tailored for process optimization and system characterization. It provides a guided workflow featuring a design wizard, analysis tools, and "sweet spot" plots to identify optimal operating conditions in regulated industries. For more details, visit MODDE® - Design of Experiments Software
MODDE (Multi-factorial Optimization and Design of Experiments) is developed by (now part of Sartorius). The software is designed to guide users through the entire experimental process, from defining goals to optimizing complex, multi-factor systems. Using MODDE's built-in diagnostics (R2, Q2, and ANOVA
Robust, user-friendly, and statistically sound analysis. QbD Focus: Ideal for Quality by Design compliance [1].
[Screening: Identify Vital Factors] │ ▼ [Optimization: Map the Response Surface] │ ▼ [Robustness: Establish the Design Space] Screening Designs