2020 Virtual AIChE Annual Meeting

Session: Big-Data for Process Applications

Chair

He, Q. P., Auburn University

Co-Chair

Yenkie, K., Rowan University

Presentations

08:00 AM

(109a) Optimization-Driven Quasi-Deterministic Monte Carlo Sampling for Accurate Uncertainty Quantification: Applications to the Pharmaceutical Industry
Rossi, F., Mockus, L., Reklaitis, G.

08:15 AM

(109b) Topological Data Analysis: Concepts, Computation, and Applications
Smith, A., Zavala, V. M.

08:30 AM

(109c) Computational Fluid Dynamics-Based in-Situ Sensor Analytics of Direct Metal Laser Sintering Process Using Machine Learning
Ren, Y. M., Zhang, Y., Ding, Y., Christofides, P.

08:45 AM

(109d) A Data-Engineering Approach for Estimating Chemical Releases from Industrial Pollution Abatement Technologies
Ruiz-Mercado, G., Li, S., Martin, M., Lima, F. V., Hernandez-Betancur, J. D.

09:00 AM

(109e) Physics Informed Machine-Learning for Static Security Analysis of Optimal Power Flow Solutions
Kilwein, Z., Boukouvala, F., Castillo, A., Eydenberg, M., Blakely, L., Laird, C.

09:15 AM

(109f) Statistics Pattern Analysis-Based Multiclass Woodchip Moisture Classification System Using Short-Range Iot Wi-Fi
Suthar, K., Wang, J., Jiang, Z., He, Q. P.

09:30 AM

(109g) Proad (Process Advisor): Health Monitoring Dashboard for Centrifugal Pumps
Karimi, I. A., Dutta, A., Shamsuzzaman, F.

09:45 AM

(109h) Data-Driven Approaches Towards Real-Time Equipment Health Monitoring and Predictive Maintenance in Drug Product Manufacturing
Zuercher, P., Badr, S., Sugiyama, H.