The Unscrambler Predictor (OLUP)

The Online Predictor for The Unscrambler® (OLUP) is an intermediary application that allows a model created in The Unscrambler® to be interfaced with external instrument(s), and run prediction automatically on data collected from your production line instrument(s).

You can now execute predictions Online using sophisticated Unscrambler® models. Not only do you get the predictions, but you also get additional results ensuring that the predictions are reliable and within predefined limits.

Example: OLUP is especially useful to run online predictions of samples. The instrument measurements can be automatically fed into OLUP. OLUP outputs prediction results using a predictive model initially built in The Unscrambler®

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The UnscramblerŽ Online Predictor (OLUP)
Simple Integration Example

The Online Predictor will “package” the model in a DLL (32 bit only) or Dynamic Data Exchange (DDE, 16 and 32 bit) protocol. Via these protocols any software can interface with OLUP whether custom built or part of existing instrumentation.

Custom Software: Custom applications written in any language (C, C++, Fortran, Visual Basic, etc) will access the DLL the Online Predictor creates. Using function calls, data is fed into the OLUP and a predicted value is displayed.

Prepackaged or Proprietary Software:  For this type of software, a user has to activate a small executable file that will use DDE. From there, the user just specifies the model and enters the variables required. Results will be returned promptly. Results may be similar to the screenshot under. Results largely depend on the instrument that you are using.

Since information about transformations on the raw data is stored within The Unscrambler® model, the same transformations will automatically be applied to the new data in OLUP.


The results can be customized with several levels of detail. In addition to the predicted value, it is possible to view: scores, leverages, deviations, and variances (uncertainties). Then present the results with your own software as you wish - on screen, file, on paper, tabulated or via graphs.

  • Quality control by spectrophotometers or other multi-channel instruments
  • Process surveillance
  • Online estimation of parameters that are difficult, time consuming, or expensive to measure
  • Raw materials control based on multiple measurements or sensors
  • Predict from an instrument or instrument(s)
  • Make predictions from raw data
  • Runs under Windows 98, 2000, 2003, XP or Windows NT 3.5.1 and higher
  • DLL function calls (32 bit only)
  • DDE communication (16 and 32 bit)
  • Automatic preprocessing of new data
  • Works with several models simultaneously
  • Documentation and code examples follow the software
A simple and easy-to-use software, OLUP is ideal for repetitive prediction jobs like Process Control. The software tool has proven to be ideally disposed for standardization of processes across multiple machines and locations. A sophisticated software, OLUP can be applied in:
  • Quality control by spectrophotometers or other multi-channel instruments
  • Online estimation of parameters that are difficult, time-consuming or expensive for off-line analysis
  • DLL function calls (32 bit only)
  • Process surveillance, prediction from an instrument or instrument(s)
  • Pharmaceutical process control and quality assurance, Chemical process monitoring, Agriculture and Environment applications


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