2020 Virtual AIChE Annual Meeting

Session: Data-Driven Techniques for Dynamic Modeling, Estimation and Control II

Chair

Kwon, J., Texas A&M University

Co-Chair

Zavala, V. M., University of Wisconsin-Madison

Presentations

08:00 AM

(470a) Inferential Control of Distillation Column By Successive Update of Softsensor and Control Algorithm
Oshima, M., Kim, S., Sotowa, K. I.

08:15 AM

(470b) Application of Feature Engineering and Selection for Spectrometry-Based Soft Sensing
Lee, J., Flores-Cerrillo, J., Wang, J., He, Q. P.

08:30 AM

(470c) Adaptive System Identification of an Industrial Ethylene Splitter: A Comparison of Subspace Identification and Artificial Neural Networks
Jalanko, M., Mhaskar, P., Mahalec, V.

08:45 AM

(470d) Lie-Sobolev Nonlinear System Identification and Its Effect on Nonlinear Control
Tang, W., Daoutidis, P.

09:00 AM

(470e) Data-Driven Control Via Dynamic-Mode Decomposition
Lu, Q., Shin, S., Zavala, V. M.

09:15 AM

(470f) Learning the Dynamics of Coupled Oscillator Systems through the Discovery of Emergent PDEs Via Artificial Neural Networks and Manifold Learning
Thiem, T., Bertalan, T., Kemeth, F., Psarellis, G., Kevrekidis, I. G.

09:30 AM

(470g) Unifying Theorems for Subspace Identification and Dynamic Mode Decomposition
Shin, S., Lu, Q., Zavala, V. M.

09:45 AM

(470h) Subspace Based Model Identification for Missing Data
Mhaskar, P., Patel, N., Corbett, B.