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Software
breakthrough for NIR analysis |
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PetroMetriX Ltd. has released Freetune, a software application that
enables refinery operators access to optimize near infrared (NIR) analysis
techniques. NIR is a promising analytic method. However, these systems use calibration
models to predict one or many performance properties of the product. Such models require
weeks or months of fine-tuning to develop and maintain robust process models.
Freetune is a unique calibration software application that replaces traditional
calibration techniques. |
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This patent-pending technology is based on a two-step
process. First , PLS regression is used to build a localized sensitive model, based on a
small number of samples. Since the model is localized, it can be quickly built and
validated. Second a proprietary algorithm processes the model together with
application-specific plant data. This segment deals with predicting the long-term product
variability (figure 1).
The program has two sets of I/O; inputs are the spectra as measured by the system and the
plant data. The plant data is application-specific and based on existing sources.
The outputs are the monitored variables.
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Figure 1: Software application allows quick model building |
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Benefits are:
- Operation and logic of the technology can be
easily handed over to process operators after short training sessions. No chemometric or
chemical engineering background is required to maintain the analyzer.
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