FAULT DETECTION AND DIAGNOSIS IN A HEAT EXCHANGER

Juan C. Tudon Martinez, Ruben Morales-Menendez, Luis E. Garza Castañón

2009

Abstract

A comparison between the Dynamic Principal Component Analysis (DPCA) method and a bank of Diagnostic Observers (DO) under the same experimental data from a shell and tube industrial heat exchanger is presented. The comparative analysis shows the performance of both methods when sensors and/or actuators fail. Different metrics are discussed (i.e. robustness, quick detection, isolability capacity, explanation facility, false alarm rates and multiple faults identifiability). DO showed quicker detection for sensor and actuator faults with lower false alarm rate. Also, DO can isolate multiple faults. DPCA required a minor training effort; however, it cannot identify two or more sequential faults.

Paper Citation

in Harvard Style

C. Tudon Martinez J., Morales-Menendez R. and E. Garza Castañón L. (2009). FAULT DETECTION AND DIAGNOSIS IN A HEAT EXCHANGER . In Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, ISBN 978-989-8111-99-9, pages 265-270. DOI: 10.5220/0002216402650270

in Bibtex Style

@conference{icinco09,
author={Juan C. Tudon Martinez and Ruben Morales-Menendez and Luis E. Garza Castañón},
title={FAULT DETECTION AND DIAGNOSIS IN A HEAT EXCHANGER},
booktitle={Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,},
year={2009},
pages={265-270},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002216402650270},
isbn={978-989-8111-99-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,
TI - FAULT DETECTION AND DIAGNOSIS IN A HEAT EXCHANGER
SN - 978-989-8111-99-9
AU - C. Tudon Martinez J.
AU - Morales-Menendez R.
AU - E. Garza Castañón L.
PY - 2009
SP - 265
EP - 270
DO - 10.5220/0002216402650270