Resources

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Understanding Time Series: ARMA

Article

Understanding Time Series: ARMA

To detect fouling events, there are many different machine learning and statistical algorithms one can choose. This article highlights that a simple statistical process can be utilized instead of a complex machine learning algorithm by exploring the Auto Regressive Moving Average process, in short (ARMA).
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Smoothening your Predictions with Splines

Article

Smoothening your Predictions with Splines

This article deals with a frequently occurring problem with pumps - sudden drops in the flow rate. This can have many reasons, ranging from technical problems inside the respective pump to problems in the process.
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Open Source Data?!

Article

Open Source Data?!

We have published a number of datasets that we generated together with Flow Center of Excellence. Next to these there are some good resources available on the internet if you want to learn how to apply (advanced) analytics on data for a CBM/PdM project.
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Online demo

Get a free demo

Data is only valuable if it can help make data-driven decisions. Request a free demo and experience the power of combining data and industry expertise.