2021 Annual Meeting

Session: Data Science/Analytics for Process Applications

Chair

Salvador Garcia-Munoz, Eli Lilly and Company

Co-Chairs

Kirti Yenkie, Rowan University
Qi Zhang, University of Minnesota

Presentations

03:30 PM

(635a) Managing Model and Data Alternatives within the Design of Ionic Liquid Enabled Separations of High Global Warming Potential Hydrofluorocarbon Refrigerants
Alejandro Garciadiego, Bridgette Befort, Gabriela Franco, Edward Maginn, Alexander Dowling

03:45 PM

(635b) Data Analysis and Predictive Modeling for Wastewater Asset Management
Jake Stengel, Phuong Le, Nicolas Altieri, Emmanuel Aboagye, Kirti Yenkie, Matt DeNafo, Dylan Bakley

04:00 PM

(635c) Regularized Bayesian Fusion for Toxin Concentration Estimation in an Industrial Wastewater Treatment Plant
Eugeniu Strelet, Zhenyu Wang, You Peng, Ivan Castillo, Ricardo Rendall, Bea Braun, Mark Joswiak, Leo Chiang, Marco Reis

04:15 PM

(635d) Model-Based Design of Experiments in Pyomo and Its Application to Adsorptive CO2 Capture Systems
Jialu Wang, Alexander Dowling

04:30 PM

(635e) Machine Learning-Based Soft Sensors for Vacuum Distillation Unit
Kamil Oster, Megan Jobson, Stefan Güttel, Lu Chen, Jonathan L. Shapiro

04:45 PM

(635f) Statistical Machine Learning for the DOW Data Challenge Problem
Siyi Guo, S. Joe Qin, Zheyu Li, Leo Chiang, Ivan Castillo

05:00 PM

(635g) Data-Driven Modeling and Optimization of an Industrial Scale Reverse Osmosis Desalination Plant
Efstratios Pistikopoulos, Marcello Di Martino, Styliani Avraamidou

05:15 PM

(635h) Objective Assessment of Operator Training Using Correspondence Analysis of Physiological and Behavioral Measures
Rajagopalan Srinivasan, Babji Srinivasan, Mohammed Aatif Shahab