2019 AIChE Annual Meeting

Session: Estimation and Control Under Uncertainty

This session will highlight methods for characterizing, quantifying, and mitigating uncertainty in estimation, control, and real-time optimization tasks.

Chair

Scott, J., Georgia Institute of Technology

Co-Chair

Wang, Z., Dow Inc.

Presentations

12:30 PM

(522a) Comparison of Uncertainty Propagation Methods for Output Moment Estimation
Mohammadi, S., Cremaschi, S.

12:49 PM

(522b) A New Approximate Method for Rapid Estimation of Probability Distributions
Rossi, F., Mockus, L., Reklaitis, G. V. R.

01:08 PM

(522c) A Tube-Based Strategy for Robust Control Synthesis of Periodic Processes
Villanueva, M. E., Chachuat, B., Houska, B.

01:27 PM

(522d) Adaptive Stochastic Predictive Control with Recursive Subspace Identification and Learning
Hajizadeh, I., Askari, M. R., Kumar, R., Zavala, V. M., Cinar, A.

01:46 PM

(522e) Stochastic Design Optimization and Control of Modular Membrane Reactor Units
Dinh, S., Lima, F. V.

02:05 PM

(522f) Benchmarking Stochastic and Deterministic MPC: A Case Study in Stationary Battery Systems
Kumar, R., Jalving, J., Zavala, V. M.

02:24 PM

(522g) Contingency Planning for Fault Tolerance in Robust Nonlinear MPC
Heirung, T. A. N., Paulson, J., Mesbah, A.

02:43 PM

(522h) Integrating Machine Learning-Based Sensing with Model Predictive Control
Durand, H.