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TWX Analytics: How to Build and Operationalize a Time Series Model

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Amethyst

TWX Analytics: How to Build and Operationalize a Time Series Model

This post covers how to build and operationalize a time series model using Thingworx Analytics. A lookback window is used to read multiple previous rows before the current one, and base the prediction on those lookback rows.

 

In this example we use time series data to predict water flow for different water pumps in a system.

 

There is a full explanation of the method attached, also all necessary resources are included in the attached files.

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Re: TWX Analytics: How to Build and Operationalize a Time Series Model

Thanks for sharing, Tanveer. There is one mini-glitch when populating the DataTable: In the service writeScoringData it should be values.waterFlow = loadData[i][10]; //NUMBER instead of values.waterFlow = loadData[i][9]; //NUMBER