2020 Virtual AIChE Annual Meeting

Session: Process Monitoring & Fault Detection

Chair

Singh, R., Rutgers, The State University of New Jer

Co-Chair

Ricardez-Sandoval, L., University of Waterloo

Presentations

08:00 AM

(719a) Trend-Based Assessment of Industrial Rotating Equipment Health
Toothman, M., Barton, K., Moyne, J., Wright, R., Henderson, K., Dessauer, M., Braun, B., Bury, S.

08:15 AM

(719b) Dynamic Risk Assessment in Chemical Processes Using Sparse Identification and Deep Learning.
Bhadriraju, B., Khan, F., Kwon, J.

08:30 AM

(719c) Process and Controller Performance Monitoring Using Machine Learning Methods
Abdullah, F., Wu, Z., Christofides, P.

08:45 AM

(719d) Optimal Actions Prescribed By Model-Predictive Safety
Seider, W., Oktem, U., Arbogast, J. E., Soroush, M., Samandari Masooleh, L.

09:00 AM

(719e) Root Cause Analysis of Process Faults Using Penalized Piecewise Linear Multiple Birth Support Vector Machine (pPWL-MBSVM)
Kumari, P., Wang, Q., Kwon, J.

09:15 AM

(719g) Monitoring the Stress and Oxide Layer Evolution Profile in a Supercritical Pulverized Coal Boiler
Reynolds, K., Hedrick, E., Omell, B. P., Zitney, S., Bhattacharyya, D.

09:30 AM

(719h) Statistics Pattern Analysis Based k-Nearest Neighbors (SPA-kNN) Fault Detection for Pressure Swing Adsorption Processes
Lee, J., Kumar, A., Flores-Cerrillo, J., Wang, J., He, Q. P.