2015 AIChE Annual Meeting Proceedings

Session: Process Modeling and Identification II

The session will consist of contributions on data driven and first-principles approaches to process modeling and identification.

Chair

Juergen Hahn, Rensselaer Polytechnic Institute

Co-Chair

Mingheng Li, California State Polytechnic University, Pomona

Presentations

12:30 PM

(702a) Using Prior Knowledge for Multivariable Model Identification for Integral Controllability
Michael Nikolaou, Shyam Panjwani

12:51 PM

(702b) Generalization of a Parameter Set Selection Procedure for Nonlinear Systems
Daniel P. Howsmon, Wei Dai, B. Wayne Bequette, Juergen Hahn

01:12 PM

(702c) A Robust Data-Driven Reduced-Order Model for Real-Time Optimization of Steam-Methane Reformers Under Distributed Sensing
Ankur Kumar, Michael Baldea, Thomas F. Edgar

01:33 PM

(702d) On Identification of Well-Conditioned Nonlinear Systems: Application to Economic Model Predictive Control of Nonlinear Processes
Anas Alanqar, Helen Durand, Panagiotis Christofides

01:54 PM

(702e) Validation and Sensitivity Analysis of a Continuous Lumping Model for Hydrocracking on a Zeolite Catalyst
Per Julian Becker, Benoit Celse, Victor Costa, Denis Guillaume

02:15 PM

(702f) A Meal Detection Algorithm Based on Continuous Glucose Measurements for Use in Artificial Pancreas Systems
Sediqeh Samadi, Kamuran Turksoy, Jianyuan Feng, Iman Hajizadeh, Ali Cinar

02:36 PM

(702g) A Novel Insulin Delivery Approach Capable of Substantially Tight Variation of Blood Glucose Level
Derrick Rollins, Yong Mei