2021 Annual Meeting

Session: Data Science/Analytics for Process Applications

Chair

Garcia-Munoz, S., Eli Lilly and Company

Co-Chairs

Yenkie, K., Rowan University
Zhang, Q., 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
Garciadiego, A., Befort, B., Franco, G., Maginn, E., Dowling, A.

03:45 PM

(635b) Data Analysis and Predictive Modeling for Wastewater Asset Management
Stengel, J., Le, P., Altieri, N., Aboagye, E., Yenkie, K., DeNafo, M., Bakley, D.

04:00 PM

(635c) Regularized Bayesian Fusion for Toxin Concentration Estimation in an Industrial Wastewater Treatment Plant
Strelet, E., Wang, Z., Peng, Y., Castillo, I., Rendall, R., Braun, B., Joswiak, M., Chiang, L., Reis, M.

04:15 PM

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

04:30 PM

(635e) Machine Learning-Based Soft Sensors for Vacuum Distillation Unit
Oster, K., Jobson, M., Güttel, S., Chen, L., Shapiro, J. L.

04:45 PM

(635f) Statistical Machine Learning for the DOW Data Challenge Problem
Guo, S., Qin, S. J., Li, Z., Chiang, L., Castillo, I.

05:00 PM

(635g) Data-Driven Modeling and Optimization of an Industrial Scale Reverse Osmosis Desalination Plant
Pistikopoulos, E., Di Martino, M., Avraamidou, S.

05:15 PM

(635h) Objective Assessment of Operator Training Using Correspondence Analysis of Physiological and Behavioral Measures
Srinivasan, R., Srinivasan, B., Shahab, M. A.