Faults diagnosis in industrial reheating furnace using principal component analysis

Proceedings of 2003 International Conference on Neural Networks and Signal Processing, ICNNSP'03

Volumn 2, Issue , 2003, Pages 1615-1618

  Liang, Jun ^a   Wang, Ning ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ACADEMIC RESEARCH; CONTROL VALVES; ENGINEERING PRACTICES; FAULT DETECTION AND IDENTIFICATION; FAULTS DIAGNOSIS; FURNACE TEMPERATURES; GAS PIPES; MULTIPLE FAULTS; PCA MODEL; PROJECTION METHOD; REHEATING FURNACES; SENSOR FAILURE; SINGLE FAULT; STATISTICAL CONTROL;

FAULT DETECTION; FURNACES; HEATING FURNACES; INDUSTRIAL FURNACES; INDUSTRIAL HEATING; MULTIVARIANT ANALYSIS; NEURAL NETWORKS; SAFETY VALVES; SIGNAL DETECTION; SIGNAL PROCESSING; STATISTICAL PROCESS CONTROL; TEMPERATURE SENSORS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 77957824760     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNNSP.2003.1281190     Document Type: Conference Paper

References (5)

1. J. Liang, and J. X. Qian. "Multivariate statistical process monitoring and control: Recent developments and applications to chemical industry", Chinese J. of Chemical Eng., 11(2): 191-203, 2003.
2. J. F. MacGregor and T. Kourti, "Statistical process control of multivariate process," Control Engineering Practice, 3: 403-414, 1995.
3. S. Yoon and J. F. MacGregor, "Statistical and causal model-based approaches to fault detection and isolation," AIChE Journal, 46: 1813-1824, 2000.
4. W. R. Becraft and P. Lee, "An integrated neural network/expert systems approach for fault diagnosis," Computers and Chemical Eng., 17(10):1001-1014, 1993.
5. F. J. Doymaz, A Romagnoli and A. Polazoglu, "A strategy for detection and isolation of sensor failures and process upsets," Chemometrics and Intelligent Laboratory Systems, 55: 109-123, 2001.