2020 Virtual AIChE Annual Meeting

Session: Big Data and Data Analytics

Chair

Peng, Y., The Dow Chemical Co

Co-Chair

Dowling, A., University of Notre Dame

Presentations

08:00 AM

(287a) Dynamic Data Reconciliation, Parameter Estimation, and Validation for the Dynamic Model of a Supercritical Pulverized Coal Power Plant
Dwivedy, V., Hedrick, E., Reynolds, K., Bhattacharyya, D., Zitney, S., Omell, B. P.

08:15 AM

(287b) Forecasting Prices of Energy Feedstocks and Commodities Using Advanced Statistical and Machine Learning Methods
Baratsas, S., Hallermann, D. R., Sorescu, S. M., Pistikopoulos, E.

08:30 AM

(287c) Implementation of Hybrid Models to Perform System Analyses with Model Maintenance in Continuous Pharmaceutical Manufacturing
Chen, Y., Ierapetritou, M.

08:45 AM

(287d) Utilization of Advanced Analytics to Monitor Catalyst Health in an Ethylene Oxide Reactor
Sarrafi, S., Sildir, H., Kabak, Y. S.

09:00 AM

(287e) Collaboration Is Critical for Effective Deployment of Big Data Analytics
Reckamp, J.

09:15 AM

(287f) Dynamic Data Feature Engineering for Process Operation Troubleshooting
Qin, S. J., Dong, Y., Liu, Y.