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Data Analytics in Process Development

Kumbhalkar, M., The Dow Chemical Company
Vi, T., The Dow Chemical Company

Data analytics is a key component of the digital transformation that is happening right now in the chemical industries. While collecting data has become easier with the development of technologies and software, the future of process development lies in the ability to understand and draw meaningful and predictive solutions via advanced analytic tools such as machine learning and artificial intelligence. Going beyond describing what happened or detecting what will happen in a chemical process, data analytics can provide guidance on the design, safety, and prevention of process upsets. This session will showcase examples of innovations in data analytics and their impact on process development.



Paper abstracts are public but to access Extended Abstracts, you must first purchase the conference proceedings.


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AIChE Members $695.00
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Non-Members $895.00