2020 Virtual AIChE Annual Meeting

Session: Big Data and Data Analytics

Chair

You Peng, The Dow Chemical Co

Co-Chair

Alexander Dowling, 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
Vinayak Dwivedy, Elijah Hedrick, Katherine Reynolds, Debangsu Bhattacharyya, Stephen Zitney, Benjamin P. Omell

08:15 AM

(287b) Forecasting Prices of Energy Feedstocks and Commodities Using Advanced Statistical and Machine Learning Methods
Stefanos Baratsas, Detlef R. Hallermann, Sorin M. Sorescu, Efstratios Pistikopoulos

08:30 AM

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

08:45 AM

(287d) Utilization of Advanced Analytics to Monitor Catalyst Health in an Ethylene Oxide Reactor
Sahin Sarrafi, Hasan Sildir, Ya?ar S. Kabak

09:00 AM

(287e) Collaboration Is Critical for Effective Deployment of Big Data Analytics
Joseph Reckamp

09:15 AM

(287f) Dynamic Data Feature Engineering for Process Operation Troubleshooting
S. Joe Qin, Yining Dong, Yingxiang Liu