The Unscrambler® 9.6

The Unscrambler® is the complete Multivariate Analysis and Experimental Design software, equipped with powerful methods including PCA, Multivariate Curve Resolution (MCR), PLS regression, 3-Way PLS regression, Clustering (K-Means), SIMCA and PLS-DA Classification etc. This market-leading software is extensively used across a wide range of research and industrial applications, including advanced Chemometrics, Spectroscopy and cutting-edge Sensometrics. The results are demand-driven formulations, process optimization, cost-savings and increased ROI in product development, process control, quality control and R&D.

Application Areas

Exploratory Statistics Regression Analysis Classification Prediction Design of Experiments Data Pretreatments

What's New		Highlights
K-Means Clustering - Perform unsupervised partitioning of dataset into subsets (clusters). 21 CFR Part 11 guideline Compliance Locked data sets cannot be edited Passwords expire after 70 days Data Pretreatments Nanometer / Wavenumber unit conversion Median & Gaussian Filtering smoothing Mean Centering Standard Deviation Scaling Model files Reduce regression model file size by using the new size format “Micro model” Pretreatments and Number of PCs registration in Minimum and Micro models The plot selection on screen is saved in the model file and recovered when re-opening the model File compatibility New import format (BFF3) to import files from Brimrose instruments New interface for importing from Excel files Editor Sample grouping in Editor plots (Line plot, 2D scatter plot,…) Fill missing values feature		Combines ease-of- use with comprehensive DoE and MVA methods Supports various instrument file formats and offers numerous data preprocessing capabilities Ensures greater ROI by reducing the number of experiments required Generates models that can be used for on-line prediction and classification in CAMO Software's Online Unscrambler Predictor (OLUP) & Online Unscrambler Classifier (OLUC) Generates models that can be used for faster product and process optimization in CAMO Software's Product Optimizer

Industry Application Areas & Usage

• Pharmaceutical & Biotechnology

  • Improves the understanding of the drug manufacturing environment and process.
  • Creates models (PLS .cal file) that can be used with third party software for discriminate analysis purposes (raw material identification).
  • Helps group homologous sequences into gene families.
    
    
• Chemical
  
  
  • Provides the means to construct and deploy quantitative prediction models with unparalleled lead times.
    
    
• Manufacturing
  
  
  • Helps perform accurate data analysis and interpretation, and innovate customer-tailored products
  • Predicts product performance and demand in the market, to implement competitive marketing strategies
    
    
• Food & Beverage
  
  
  • Accurately derives the optimal average shelf life of the formulation ingredient
  • Helps quantify the link between product quality and location
    
    
• Oil & Gas
  
  
  • Facilitates fuel classification according to type, and correlates physical parameters such as Density, Flash Point, Naphthalene’s, Aromatics etc
  • Enables determining of the proportion of CO, NO and H2O vapor concentrations for different engine conditions and at different temperatures
    
    
• Pulp & Paper
  
  
  • Discovers the effects of raw materials and process factors that help produce the desired paper quality
  • Performs indirect measurements of Print Through (PT) to be able to predict PT from process parameters and paper properties
  • Enables discovery of substitute ingredients that would profer cost-reduction while retaining product quality