Features

 

Clean Your Data
Graphically filter your data to take out the "sticks and rocks" or to focus your analysis on specific points in time. Use the built-in "Auto Filter" capability to quickly and easily filter all variables as needed, or create filters of your own by dragging them across your data. Four types of filters are supported, including keep/discard between upper and lower values, keep/discard between a start and stop record or keep/discard within a box. Good filtering is critical to good results. Extraneous or erroneous data is not helpful.

 

Inspect Your Data
Inspect your data to confirm its quality and visualize inter-variable relationships. We provide you continuous trends, histograms, descriptive statistics, cross-variable time correlation plots and scatter plots.

 

 

Auto-Determine Time-Relations
With merely 3 clicks you can specify what kind of model you want; Virtual Sensor, Property Predictor or Property Optimizer, have Process Modeler compute all the proper lags and auto-project the target variable into the future as needed. This helps produce the highest quality models and eliminates a lot of work.

 

Model Your Data
Build models using optimal lags and proper projections with maximal accuracy by using our world renowned self-optimizing modeling technology. Process Modeler searches for the right combination of inputs and model type to maximize the accuracy of your models. You do not need to be concerned with the details, just validate the performance. As the alternative models are constructed, you can see trends or scatter plots of the results..

 

Understand Key Drivers
See ranked lists of key drivers of your results and 3D response surfaces of the linear or non-linear relationships in your data to understand the first effects between control handles and the property predicted.

 

 

 

 

 

 

Validate Your Models
Validate your models before going on-line.  Immediately see your key performance drivers ranked by their strength upon your results. Validate model accuracies on pure "out-of-sample" data held back from the modeling process.  Confirm that the models meet your accuracy criteria and give the response you expect. See trend plots, scatter plots, error histograms and accuracy histograms with a click of a mouse

 

 

 

Compatibility
The Process Modeler saves its systems in a BioComp compatible format so that you can, if you wish, load them up in our other products, including iModel, iUnderstand and build optimization schemes with iImprove.

The resulting systems are ready to go on-line in Process Intellect, our on-line server software.

Process Modeler reads the following data sources for obtaining data to construct models off-line:

• Delimited Text files
• Excel Workbooks
• OSIsoft PI Data Historians

Process Modeler read/writes the following data sources for on-line deployment

• OSIsoft PI Data Historians
• OPC Server

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Plan... Schedule a Workshop.

Schedule a workshop with BioComp's team of applications experts to plan your investment to maximize your return.