This preliminary program is subject to change.

Process Monitoring, Fault Detection and Diagnosis


Description:
The emphasis of this session is on theoretical and application studies related to fault detection and diagnosis for batch and continuous processes. Higher priority will be given to industrial contributions and real-time studies. Contributions are sought in, but not limited to, the following areas: Novel techniques or advances in existing techniques in fault detection, identification, and diagnosis. Process monitoring system for flexible manufacturing plants with multiple product recipes and various operating conditions. Incorporation of process knowledge into fault detection, identification, and diagnosis. Model maintenance issues (such as adaptive model, model update, etc.) for on-line applications, data pre-processing issues (such as outlier detection, sensor validation, filtering, missing value estimation, etc.) for on-line applications.

Sponsor:
Computers in Operations and Information Processing


Chair:
Rajagopalan Srinivasan
National University of Singapore
Department of Chemical and Biomolecular Engineering
10 Kent Ridge Crescent, Singapore 119260
Singapore Phone Number: 65-65168041
Email: rajsrinivasan@nus.edu.sg

Co-Chair:
Leo H. Chiang
The Dow Chemical Company
Core R&D
2301 Brazosport Blvd., B1225
Freeport, TX 77584
Phone Number: 979-238-5377
Email: HChiang@dow.com


Papers:
Bayesian Belief Networks (BBNs) for Integration of Parallel Fault Diagnosis Modules Into Supervisory Control Systems
Kris Villez, Purdue University; Tim Spinner, Purdue University; Humberto Garcia, Idaho National Laboratory; Craig Rieger, Idaho National Laboratory; Raghunathan Rengaswamy, Texas Tech University; Venkat Venkatasubramanian, Purdue University
Robust Detection of Mode Transitions in Hybrid Process Systems with Measurement Sampling Constraints
Ye Hu, University of California, Davis; Nael H. El-Farra, University of California, Davis
Multi - Agent Based Process Supervisory System for Monitoring Large Scale Chemical Processes
Sathish Natarajan, National University of Singapore; R. Srinivasan, National University of Singapore
An Adaptive Framework for Fault Diagnosis with Agent-Based Systems
Sinem Perk, Illinois Institute of Technology; Fouad Teymour, Illinois Institute of Technology; Ali Cinar, Illinois Institute of Technology
Reliability Based Sensor Network Design for Fault Diagnosis
Mani Bhushan, Indian Institute of Technology Bombay; Sridharakumar Narasimhan, Indian Institute of Technology Madras; Raghunathan Rengasamy, Texas Tech University
A Recursive Method for Variable Selection Using Principle Component Analysis and Factor Analysis for Identification of System Status in a Commercialized 300kW MCFC Power Plant
Hyunseok Chung, Seoul National University; Sungwoo Cho, Seoul National University; Daeyoun Kim, Seoul National University; Hahyung Pyun, Seoul National University; Chonghun Han, Seoul National University
Real-Time Monitoring, Fault Detection and Diagnosis for CNG Recharging Stations
Yountae Lee, Myongji University; Dongil Peter Shin, Myongji University
See more of this Group/Topical: Computing and Systems Technology Division