325 Process Monitoring and Fault Detection I

Tuesday, November 5, 2013: 12:30 PM
Union Square 10 (Hilton)
Description:
We are interested in novel contributions concerning monitoring, fault detection and isolation in chemical, biochemical or biological processes. In addition, soft sensor or virtual metrology techniques are considered. Both data-driven and model-based approaches are welcome. Applications to industrial processes (both continuous and batch) are especially welcome.

Sponsor:
Systems and Process Control

Chair:
Jin Wang
Email: wang@auburn.edu

Co-Chair:
Jie Yu
Email: jieyu@mcmaster.ca

- indicates paper has an Extended Abstract file available on CD.


12:30 PM
(325a) Closed-Loop Subspace Projection Based State-Space Model-Plant Mismatch Detection and Isolation for MIMO MPC Performance Monitoring
Jingyan Chen, Jie Yu and Pierre Carrette

12:50 PM
(325b) On Monitoring of Economic Model Predictive Control Systems
Matthew Ellis, Liangfeng Lao and Panagiotis D. Christofides
File available
1:10 PM
(325c) Identifying Noise Covariance Matrices From Industrial Datasets
Megan A. Zagrobelny and James B. Rawlings

1:30 PM
(325d) Visual Data Mining and Fault Detection in Radial Coordinates
Ray Wang, Michael Baldea, Thomas F. Edgar and Ricardo Dunia

1:50 PM
(325e) Constrained Parametric Estimation of Multivariate Probability Density Functions From Normal Operation Data and Its Application to Fault Detection
Taha Mohseni Ahooyi, Amogh Prabhu, Ulku Oktem, Warren D. Seider and Masoud Soroush

2:10 PM
(325f) Fault Detection and Isolation of Hybrid Process Systems Using a Combined Data-Driven and Observer-Design Methodology
Chudong Tong, Nael H. El-Farra and Ahmet Palazoglu

2:30 PM
(325g) Evaluation of Dynamic Ica-Based Sensor Fault Validation Method of Indoor Air Pollutants Data On Energy Consumption of Ventilation System
MinJeong Kim, JeongTai Kim and ChangKyoo Yoo
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