Multivariate Analysis, Chemometrics & DoE
- PCA
- MCR
- PLS-R
- 3-Way PLS Regression
- K-Means Clustering
- SIMCA Classification
| Applications |
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Spectroscopy
Chemometrics
DoE
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Sensometrics
PAT
Product Development |
 The Unscrambler® 9.7
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Multivariate Analysis, Chemometrics & DoE
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Online Prediction & Classification
- PLS-R & PCR models for prediction
- PLS-R, PCR & PCA for classification
- Multiple Calibration Model Selection
- Auto Pretreatments
- File Polling
| Applications |
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Product composition
Product quality
Product process
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Unscrambler Online 2.1
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Online Prediction & Classification
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Product Formulation & Process Optimization
- Multi-objective optimization
- Optimize product formulations
- Simulate product formulation
- Simulate manufacturing process
- Set Equality & Inequality constraints
| Applications |
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Product development
Lifecycle management
Product & Process optimization
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Product Optimizer 4.0
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Product Formulation & Process Optimization
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Qualify your sensory Data
- Assessor Sensitivity
- Assessor Reproducibility
- Assessor Agreement
- Assessor Crossover
- Eggshell Correlation
Quali-Sense
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Qualify your SENSORY data
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Online Prediction
- Execute online prediction
- Supports PLS1, PLS2 & PCR
- Supports EMSC
- Process surveillance
- Interface with external instrument(s)
| Applications |
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Spectroscopy
Chemometrics
DoE
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Sensometrics
PAT
Product Development |
Unscrambler Predictor (OLUP)
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Online Prediction
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Online Classification
- Supports EMSC
- Support PLS1, PLS2 & PCR
- Apply classifications to raw data
- SIMCA classification
- Automatic preprocessing of new data
| Applications |
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Spectroscopy
Chemometrics
DoE
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Sensometrics
PAT
Product Development |
Unscrambler Classifier (OLUC)
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Online Classification
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