Resources

Asset Digitalization

Asset characterization is an important step in determining the process performance capability of a given unit operations equipment. As we saw in an earlier post, it forms the backbone of process understanding and science-driven development/transfer. Lets recap things a bit here: Asset characterization can be performed conveniently using computational/first-principles models. This results in a digi...

Simple webapps for Fundamental Process Understanding

Ever wished for a way of easy dashboard reporting of advanced analysis across the organization with interactive abilities? Simple webapps are the perfect solution to that! They can be easily created in Python, executed with Voila (Jupyter environment native) and deployed over the air (OTA) with just a simple internet link.

What exactly is Feature Engineering ?

Asset Characterization with Interactive Webapps

Webapps are a great tool to create an interactive interface to visualizing the interaction of Process Parameters (PP), Process Metrics (PM) and Quality Attributes (QA). Let’s say we have a database of assets with it’s credential information and operating parameters. Next step is to access the information in an organized form, and an interactive webapp will help us exactly do that! We will explore ...