2020 Virtual AIChE Annual Meeting

Session: Big Data and Applications in Advanced Modeling and Manufacturing

Chair

Paulson, J., The Ohio State University

Co-Chair

Moharir, M., ExxonMobil

Presentations

08:00 AM

(224a) Data-Efficient Probabilistic Model Learning with Embedded High-Fidelity Knowledge for Biomanufacturing in Deep Space Manned Missions
Makrygiorgos, G., Berliner, A. J., Arkin, A. P., Mesbah, A.

08:15 AM

(224b) Recognizing and Avoiding Big Data Analytics Traps in Applications
Sun, W., Braatz, R.

08:30 AM

(224c) Data-Driven and Hybrid Modeling of Integrated Paper Production Systems
Kim, J., Boukouvala, F., Luettgen, C. O., Paynabar, K.

08:45 AM

(224d) Optimal Operation of Plasma Enhanced Atomic Layer Deposition Via Machine Learning
Ding, Y., Zhang, Y., Christofides, P.

09:00 AM

(224e) System Visualization Using Real-Time Data-Driven Models Derived from High-Resolution Sensor Profiling
Wang, C., Stuber, M., Li, B., Wang, T.

09:15 AM

(224f) Towards the Use of Multi-Relational Data Mining (MRDM) in Bioprocess Models
Caño de las Heras, S., Gargalo, C., Udugama, I. A., Gernaey, K. V., Krühne, U.

09:30 AM

(224g) The Algorithm to Discriminate Factors of Defects and Determine the Countermeasures from Process Data and Application to Highly-Functional Film Process
Yagi, D., Takai, H., Watanabe, H.