no code implementations • 25 Jan 2022 • Alexander Thebelt, Johannes Wiebe, Jan Kronqvist, Calvin Tsay, Ruth Misener
For each of these four data characteristics, we discuss applications where these data characteristics arise and show how current chemical engineering research is extending the fields of data science and machine learning to incorporate these challenges.
1 code implementation • 22 Oct 2018 • Johannes Wiebe, Inês Cecílio, Ruth Misener
In chemical and manufacturing processes, unit failures due to equipment degradation can lead to process downtime and significant costs.
Optimization and Control