2020 Virtual AIChE Annual Meeting

Session: Process Monitoring & Fault Detection

Chair

Ravendra Singh, Rutgers, The State University of New Jer

Co-Chair

Luis Ricardez-Sandoval, University of Waterloo

Presentations

08:00 AM

(719a) Trend-Based Assessment of Industrial Rotating Equipment Health
Maxwell Toothman, Kira Barton, James Moyne, Ray Wright, Kaytlin Henderson, Michael Dessauer, Birgit Braun, Scott Bury

08:15 AM

(719b) Dynamic Risk Assessment in Chemical Processes Using Sparse Identification and Deep Learning.
Bhavana Bhadriraju, Faisal Khan, Joseph Kwon

08:30 AM

(719c) Process and Controller Performance Monitoring Using Machine Learning Methods
Fahim Abdullah, Zhe Wu, Panagiotis Christofides

08:45 AM

(719d) Optimal Actions Prescribed By Model-Predictive Safety
Warren Seider, Ulku Oktem, Jeffrey E. Arbogast, Masoud Soroush, Leila Samandari Masooleh

09:00 AM

(719e) Root Cause Analysis of Process Faults Using Penalized Piecewise Linear Multiple Birth Support Vector Machine (pPWL-MBSVM)
Pallavi Kumari, Qingsheng Wang, Joseph Kwon

09:15 AM

(719g) Monitoring the Stress and Oxide Layer Evolution Profile in a Supercritical Pulverized Coal Boiler
Katherine Reynolds, Elijah Hedrick, Benjamin P. Omell, Stephen Zitney, Debangsu Bhattacharyya

09:30 AM

(719h) Statistics Pattern Analysis Based k-Nearest Neighbors (SPA-kNN) Fault Detection for Pressure Swing Adsorption Processes
Jangwon Lee, Ankur Kumar, Jesus Flores-Cerrillo, Jin Wang, Q. Peter He