Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

Session Overview
S2-01: Session 2
Monday, 13/June/2022:
2:30pm - 4:20pm

Session Chair: Michael Georgiadis
Location: Auditorium Saint-Exupéry

Level 2

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2:30pm - 3:00pm

Probabilistic machine learning based soft-sensors for product quality prediction in batch processes

Max Richard Mowbray1, Aaron Hicks1, Harry Kay1, Sam Kay1, Amanda Lane2, Cesar Medoza2, Philip Martin1, Dongda Zhang1

1Department of Chemical Engineering and Analytical Science, University of Manchester, Oxford Road, Manchester, M1 3AL, UK.; 2Unilever Research Port Sunlight, Quarry Rd East, Bebington, CH63 3JW, UK

3:00pm - 3:20pm

Monte Carlo Simulation of the Mechanical Processing of Bulk Materials with Fluctuating Compositions - Compositional Probability Density

Karim Khodier, Tobias Krenn, Lisa Kandlbauer, Lisa Tatschl, Renato Sarc

Montanuniversitaet Leoben, Austria

3:20pm - 3:40pm

Οn the use of embedded models and advanced analytics to model complex processes in the cement industry.

Alexandros Pyladarinos1, Antonios Kokossis1, Ioannis Marinos3, Thanassis Gentimisc2

1National Technical University of Athens, Greece; 2Titan Greece; 3YMBIOLABS Circular Intelligence LC

3:40pm - 4:00pm

Development of Deep Learning Architectures for Forecasting Distillation Columns Dynamic Behavior of Biobutanol Purification

Abraham Rodarte de la Fuente1, Eduardo Sanchez-Ramirez1, Martha Patricia Calderon-Alvarado1, Juan Gabriel Segovia-Hernandez1, Esteban Abelardo Hernández-Vargas2

1Universidad de Guanajuato, Mexico; 2Instituto de Matematicas, UNAM, Mexico

4:00pm - 4:20pm

Verification of Neural Network Surrogates

Joshua Haddad2, Michael Bynum2, Michael Eydenberg2, Logan Blakely2, Zachary Kilwein3, Fani Boukouvala3, Carl Laird1, Jordan Jalving2

1Carnegie Mellon University, United States of America; 2Sandia National Laboratories, Albuquerque, NM; 3Georgia Institute of Technology, Atlanta, GA

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