2 papers
eess.SY2022
Data Quality Over Quantity: Pitfalls and Guidelines for Process Analytics
Lim C. Siang, Shams Elnawawi, Lee D. Rippon +2
A significant portion of the effort involved in advanced process control, process analytics, and machine learning involves acquiring and preparing data. Literature often emphasizes…
eess.SY2022
A Simple Discretization Scheme for Gain Matrix Conditioning
Daniel L. O'Connor, Lim C. Siang, Shams Elnawawi
In industrial model predictive controllers (MPCs), models generated from regression-based system identification methods typically contain small or even physically non-existent degr…