2020 Virtual AIChE Annual Meeting

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

Chair

Joseph Kwon, Texas A&M University

Co-Chair

Victor M. Zavala, University of Wisconsin-Madison

Presentations

08:00 AM

(470a) Inferential Control of Distillation Column By Successive Update of Softsensor and Control Algorithm
Masanori Oshima, Sanghong Kim, Ken-Ichiro Sotowa

08:15 AM

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

08:30 AM

(470c) Adaptive System Identification of an Industrial Ethylene Splitter: A Comparison of Subspace Identification and Artificial Neural Networks
Mahir Jalanko, Prashant Mhaskar, Vladimir Mahalec

08:45 AM

(470d) Lie-Sobolev Nonlinear System Identification and Its Effect on Nonlinear Control
Wentao Tang, Prodromos Daoutidis

09:00 AM

(470e) Data-Driven Control Via Dynamic-Mode Decomposition
Qiugang Lu, Sungho Shin, Victor M. Zavala

09:15 AM

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

09:30 AM

(470g) Unifying Theorems for Subspace Identification and Dynamic Mode Decomposition
Sungho Shin, Qiugang Lu, Victor M. Zavala

09:45 AM

(470h) Subspace Based Model Identification for Missing Data
Prashant Mhaskar, Nikesh Patel, Brandon Corbett