Sensor fault detection using a new online reduced rank kernel PCA for monitoring an air quality monitoring network

Multiple sensor fault detection and isolation of an air quality monitoring network using RBF-NLPCA model

International Journal of Adaptive and Innovative Systems ◽

10.1504/ijais.2010.034804 ◽

2010 ◽

Vol 1 (3/4) ◽

pp. 267 ◽

Cited By ~ 4

Author(s):

Mohamed Faouzi Harkat ◽

Yvon Tharrault ◽

Gilles Mourot ◽

Jose Ragot

Keyword(s):

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Quality Monitoring ◽

Air Quality Monitoring ◽

Sensor Fault ◽

Sensor Fault Detection ◽

Multiple Sensor

New hierarchical approach for multiple sensor fault detection and isolation. Application to an air quality monitoring network

18th Mediterranean Conference on Control and Automation, MED'10 ◽

10.1109/med.2010.5547830 ◽

2010 ◽

Cited By ~ 1

Author(s):

Y. Tharrault ◽

M.-F. Harkat ◽

G. Mourot ◽

J. Ragot

Keyword(s):

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Quality Monitoring ◽

Air Quality Monitoring ◽

Hierarchical Approach ◽

Sensor Fault ◽

Sensor Fault Detection ◽

Multiple Sensor

Multiple sensor fault detection and isolation of an air quality monitoring network using RBF-NLPCA model

IFAC Proceedings Volumes ◽

10.3182/20090630-4-es-2003.00136 ◽

2009 ◽

Vol 42 (8) ◽

pp. 828-833 ◽

Cited By ~ 3

Author(s):

M.-F. HARKAT ◽

G. MOUROT ◽

J. RAGOT

Keyword(s):

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Quality Monitoring ◽

Air Quality Monitoring ◽

Sensor Fault ◽

Sensor Fault Detection ◽

Multiple Sensor

Recursive kernel PCA-based GLRT for fault detection: Application to an air quality monitoring network

2017 International Conference on Smart, Monitored and Controlled Cities (SM2C) ◽

10.1109/sm2c.2017.8071839 ◽

2017 ◽

Cited By ~ 2

Author(s):

Raoudha Baklouti ◽

Majdi Mansouri ◽

Hazem Nounou ◽

Mohamed Nounou ◽

Ahmed Ben Hamida

Keyword(s):

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Quality Monitoring ◽

Kernel Pca ◽

2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA) ◽

Fault detection of an air quality monitoring network

10.1109/sta.2016.7952051 ◽

2016 ◽

Cited By ~ 3

Author(s):

Raoudha Baklouti ◽

Ahmed Ben Hamida ◽

Majdi Mansouri ◽

Mohamed N. Nounou

Keyword(s):

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Quality Monitoring ◽

2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS) ◽

Enhanced fault detection of an air quality monitoring network

10.1109/eesms.2017.8052681 ◽

2017 ◽

Author(s):

Majdi Mansouri ◽

Hazem Nounou ◽

Mohamed Faouzi Harkat ◽

Mohamed Nounou

Keyword(s):

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Quality Monitoring ◽

Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network

2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2018.00535 ◽

2018 ◽

Author(s):

Radhia Fezai ◽

Majdi Mansouri ◽

Okba Taouali ◽

Mohamed Faouzi Harkat ◽

Hazem Nounou

Keyword(s):

Principal Component Analysis ◽

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Principal Component ◽

Component Analysis ◽

Quality Monitoring ◽

Kernel Principal Component Analysis ◽

Online fault detection and isolation of an AIR quality monitoring network based on machine learning and metaheuristic methods

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-018-2674-6 ◽

2018 ◽

Vol 99 (9-12) ◽

pp. 2789-2802 ◽

Cited By ~ 7

Author(s):

Radhia Fazai ◽

Khaoula Ben Abdellafou ◽

Maroua Said ◽

Okba Taouali

Keyword(s):

Machine Learning ◽

Air Quality ◽

Fault Detection ◽

Monitoring Network ◽

Quality Monitoring ◽

Air Quality Monitoring ◽

Metaheuristic Methods

14.P.25 Validation procedures for the fag 62 I-N dust monitor used in the national air quality monitoring network

Journal of Aerosol Science ◽

10.1016/0021-8502(94)90309-3 ◽

1994 ◽

Vol 25 ◽

pp. 157-158

Author(s):

B.G. van Elzakker ◽

P. Swaan

Keyword(s):

Air Quality ◽

Monitoring Network ◽

Quality Monitoring ◽

Air Quality Monitoring ◽

Dust Monitor

Monitoring particulate matter in the dutch national air quality monitoring network

Journal of Aerosol Science ◽

10.1016/s0021-8502(98)00238-9 ◽

1998 ◽

Vol 29 ◽

pp. S161 ◽

Cited By ~ 2

Author(s):

H.J.Th. Bloemen ◽

E.M. Van Putten ◽

A. Van der Meulen

Keyword(s):

Particulate Matter ◽

Air Quality ◽

Monitoring Network ◽

Quality Monitoring ◽