1. PROJECT BY: VASANTH SUNDER
“UNSCRAMBLER X” IN MULTIVARIANT OBJECT Under guidance of prof. Adrian sita
PROJECT BY: VASANTH SUNDER

2. INTRODUCTION:
The Unscrambler X is world-leading data mining and predictive modeling software used by over 25,000 data analysts, researchers, engineers and scientists worldwide.
The Unscrambler X is the first multivariate software with seamless integration to Siemens SIPAT 4.0 process.
This Software has improved handling of process data, Design of experiments module.

3. The Unscrambler X version 10
The Unscrambler X version 10.3 continues CAMO’S tradition of delivering advanced multivariate data analysis software that is easy to use and offers exceptional data visualization
Using this software, we were able to resolve a product which has saved us about $1M per year. It also gave us better process understanding which we have used to optimize other manufacturing processes.

4. FEATURES: A)Exploratory Data Analysis: Ideal for
large & complex data sets
1) Descriptive Statistics
2) Statistical tests
3) Principal Component Analysis (PCA)
4) Multivariate Curve Resolution (MCR)
B) Regression and Classification:
1) Regression Methods
2) Advanced classification Methods

5. CONTD: 1) Spectral Functions 2) Scatter Correction /Advanced Functions
C) Data Pretreatments :
1) Spectral Functions
2) Scatter Correction /Advanced
Functions
3) General Transforms
D) Design Of Experiments :
1) Intuitive Design Wizard with full
descriptions and Beginner/ Expert
modes.
2) Blocking of Full Factorial Designs

6. Unscrambler X other Features:
Raw data checks
Data preprocessing
Over 100 pre-defined plots
Automatic outlier detection
Automatic variable selection

7. HOW IT WORKS:
A user simply opens the SIPAT application containing data, then launches the Unscrambler X software.
The Unscrambler X will open with the data from SIPAT already imported.
The data is now linked between SIPAT and The Unscrambler X. Any changes in the data in either of the applications are reflected in both applications.
For example, if a new column is added to a data table in SIPAT, the same column is automatically added in The Unscrambler X and vice versa, thus ensuring integrity of data.

8. Portable Method:

9. Analysis of Multivariate data using Unscrambler X:
Support Vector Machine Regression (SVMR) has been added
Compliance Mode has been added as an installation option for organizations that must meet the requirements of electronic signature and records handling
With New is added as a new feature to PCA, PCR, PLS, which allows the addition of new data to an existing model

10. Analysis contd.
Digital signatures have been added for enhanced data integrity
Blocking of Designs added to Full Factorial designs in the Design of Experiments module
Three new spectroscopy vendor specific imports have been included
An Interpolation function has been added

11. Application areas : Research & Development
Customer segmentation / Marketing
Manufacturing, production & engineering
Quality assurance & control
General data mining & analysis
Six Sigma / Lean manufacturing

12. Benefits to clients: Enhances the data is capabilities of SIPAT 4.0.
Multivariate data analysis tools
Integrated Design of Experiments
Affordable & value for money
Flexible & adaptable for different uses
Ideal for large & complex data sets
Works with My Instrument Driver

13. Conclusion :
The Unscrambler X is Leading all-in-one Multivariate Data Analysis and Design of Experiments software, now even more powerful and easy to use.
This software has Easy data importing options with intuitive workflows and user-friendly.
Outstanding graphics, plots and interactive data visualization tools

14. REFRENCES: