An Integrated Process Model (IPM) leverages on the entirety of process knowledge (i.e. both experimental and manufacturing data) from all the different steps to quantitatively understand and predict how changes affect the final product. As a relatively novel technique it is used as part of process validation for setting up a control strategy for the…
Real estate analyser
Immolyser tool is developed for real estate analysis. Among others, it helps in answering the following questions: Home value estimate. Our model uses insights from the Zillow’s Home Value Prediction competition. Drivers for real estate prices. What-If scenario simulation. The optimal price under constraint of (most) certain sale within X weeks. Similar estates based on user…
Anomaly detection in time-series
For a client we developed tailor-made algorithms for anomaly detection in air and hydrostatic pressure time-series. These algorithms were implemented in a R package (gwloggeR), and made publicly available on github. A website was made for algorithm and user documentation. To make the results understandable, the algorithms also output diagnostic plots such as these: