Modde 9.1 Umetrics.30

Introduction

MODDE® provides optimization by a guided workflow wizard that helps scientists and engineers to intensify processes, reduce waste, Sartorius modde 9.1 umetrics.30

• Built‑in support for design generation (no manual coding of orthogonal arrays)
• Clear visual diagnostics for model quality (R², Q², ANOVA, lack‑of‑fit)
• Handles categorical factors and hard‑to‑change variables elegantly
• Direct export of models to SIMCA® for multivariate analysis integration

Screening Design: Utilizing a Plackett-Burman or Fractional Factorial design to filter out insignificant factors from a pool of potential process variables. Built‑in support for design generation (no manual coding

C. Advanced Data Analysis

• MLR (Multiple Linear Regression): The core engine for fitting data to models.
• PLS (Partial Least Squares): Useful when data is collinear or when there are many responses.
• Model Diagnostics: The software automatically generates "Summary of Fit" plots (R2, Q2), Normal Probability plots, and Residual plots to validate the reliability of the experiment.
• Contour Plots: Visual 2D and 3D maps showing the relationship between two factors and a response, allowing for easy identification of "sweet spots."