Unscrambler Online 2.1

Prediction through Polling

• Select/upload PLSR and PCR models developed in The Unscrambler for prediction purposes
• Runs simultaneous online predictions on multiple
  Unscrambler models
• Prediction uncertainty, sample residual and leverage provided
• Prediction for The Unscrambler ’s Optimal PC or other PC
  set by the user
• Supports JCAMP-DX, GRAMS, Indico and BFF3 data file formats
• Supports The Unscrambler 9.7’s merged model file format and The Unscrambler ’s Micro model format
• Supports all pretreatments available in The Unscrambler 9.7, including the Extended Multiplicative Scatter Correction (EMSC)
• Elaborate result outputs in Excel, XML, HTML or ASCII. Realtime
  update of results in Excel format.

Classification through Polling

• Select / upload PCA, PLSR or PCR models developed in The Unscrambler using classification approaches.
• Runs simultaneous online classifications on multiple Unscrambler models
• Scores, sample residual and leverage provided
• Classification for The Unscrambler ’s Optimal PC or other PC set by the user
• Supports JCAMP-DX, GRAMS, Indico and BFF3 data file formats
• Supports The Unscrambler® 9.7’s merged model file format and The Unscrambler ’s Micro model format
• Supports all pretreatments available in The Unscrambler 9.7, including the Extended Multiplicative Scatter Correction (EMSC)
• Elaborate result outputs in Excel, XML, HTML or ASCII. Realtime
  update of results in Excel format.

The features incorporated in the Unscrambler Online enable users to use Unscrambler models and supports The Unscrambler 9.7’s merged model files.

Easy Configuration:

• Configure and create an operation service
  (no programming skills required)

File Polling:

• Predict or classify samples online at regular / user defined intervals, using pre- developed Unscrambler models.
• Utilize JCAMP-DX, GRAMS, Indico & BFF3 input data formats measured by spectroscopic instruments.

Auto Pretreatments:

• Supports auto pretreatments / transformations used in The Unscrambler®
  (Smoothing, Normalizations, Baseline Corrections, Derivatives,
  Multiplicative Scatter Corrections (MSC and EMSC), Standard
  Normal Variate (SNV) and spectroscopic data conversions:
  absorbance to reflectance or transmittance and vice-versa,
  reflectance to Kubelka-Munk)

Multiple Model Selection:

• Compare prediction results using models of different variable ranges, number of PC ‘s or data pretreatments.
• Configuration service to include different types of Unscrambler models for prediction/classification: PLS1, PLS2, PCR and PCA.

Result Display and Save:

• Displays and updates results in Excel format on screen
• Prediction uncertainty, sample residual and leverage provided available as part of prediction results
• Scores, sample residual and leverage available as part
  of classification results

Security and Traceability:

• Authenticates Username and Password
• Tracks operations and measurements as per the 21
  CFR Part 11 compliance

A practical and cost-effective software, organizations can experience a multitude of benefits by using the Unscrambler Online. Help streamline operations and regulatory requirements.

Real-time measurement in the product or process

Real-time measurements using the software facilitate online prediction and classification of the process parameters and product qualities. This helps adjust the process / production parameters like Temperature, RPM in real time, in response to the results.

Process Analytical Technologies

The real-time Prediction and Classification features inherent in Unscrambler Online bring companies one step further in mastering their process and product control.

Quantitative Analysis and Quality Control

The application helps release / reject raw materials and/or finished products in minimal time. This reduces the need to wait for results from the Quality Control laboratory and aids in enhancing the Quantitative Analysis and Quality Control processes.

Trace Results & Models

The inherent features, namely User Log-in and Time Stamped Reports help users keep track of the online prediction results. The features ensure that production process parameters are in compliance with standards laid down by regulatory authorities.

Standardize & streamline formulations

The software ensures that formulations contain a standardized & streamlined definition across the organization.

The software can be used effectively across industry verticals to,

• Predict the composition of different constituents in the final mixture
• Predict contaminant values of pollutants in the product and process
• Constantly identify raw input materials and output quality
• Monitor blending, drying, dissolution and other process