Application worx is a chemometric software package
that is designed for calibration development in the field of NIR spectroscopy.
AWX is used to predict chemical characteristics of the near-infrared (NIR) spectrum of a sample.
Usually vast knowledge and expertise is required to calculate a calibration model based on spectral data of well-known reference samples using chemometrics.
This is where Application worx differs from similar software because it is well structured, guides the user through all steps and emphasises the work flow.
Well-arranged wizard windows give comprehensive assistance and thus even allow the layman to develop a calibration utilising multiple linear regression (MLR)
or partial least squares regression (PLSR).
Throughout the calibration development process with Application worx it is possible to choose the automated option to improve the calibration model successively respectively iteratively and the expert is still able to incorporate invaluable experience into the calibration development.
Application worx compiles an application with calibrations for various properties for the product the user wishes to analyse and the properties can be analysed quickly and instantaneously using an NIR spectrometer.
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Key features
A few things you should know about Application worx
Clearly structured user interface
Easy spectra import from instrument files or JCAMP-DX
Chemical reference values can be imported from csv file and edited manually
Data storage using MySQL database (local pc or intranet/internet)
Wizard guided calibration set-up
Multiple batches can be combined
Trimming of reference value range
Model calculation utilising MLR or PLSR
Different data pretreatments available, e.g. smoothing and derivatives
Wizard performs full combination search for MLR
Best results are automatically selected for each factor
Statistics support user to choose optimal model (e.g. RMSE, RMSEP, Fisher’s value)
Histogram of sample distribution enables improvement of reference data pool
Fast automated calibration improvement by means of outlier detection
Full history of calibration iteration available
Easy switchback to previous models
The expert can utilise outlier statistics to improve the model individually
Score plots are presented for PLSR models
Technical data
System requirements
MS Windows 7 / 8 or 10
Scope of delivery
AWX USB dongle with installation folder and help files. Dongle is essential for software operation
Instrument compatibility
SpectraAlyzer, Kernelyzer, Olivas Gold 2
Software features
Administration of spectral and chemical reference data, calibration development, calibration
adjustment and application composition
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