Performance comparison of representative model-based fault reconstruction algorithms for aircraft sensor fault detection and diagnosis

Aerospace Science and Technology ◽

10.1016/j.ast.2019.105649 ◽

2020 ◽

Vol 98 ◽

pp. 105649 ◽

Author(s):

Qizhi He ◽

Weiguo Zhang ◽

Peng Lu ◽

Jinglong Liu

Keyword(s):

Fault Detection ◽

Performance Comparison ◽

Fault Detection And Diagnosis ◽

Reconstruction Algorithms ◽

Sensor Fault ◽

Model Based ◽

Fault Reconstruction ◽

Sensor Fault Detection ◽

Representative Model ◽

Detection And Diagnosis

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A distributed sensor-fault detection and diagnosis framework using machine learning

Information Sciences ◽

10.1016/j.ins.2020.08.068 ◽

2021 ◽

Vol 547 ◽

pp. 777-796

Author(s):

Sana Ullah Jan ◽

Young Doo Lee ◽

In Soo Koo

Keyword(s):

Machine Learning ◽

Fault Detection ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Distributed Sensor ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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Air Data Sensor Fault Detection and Diagnosis in the Presence of Atmospheric Turbulence: Theory and Experimental Validation With Real Flight Data

IEEE Transactions on Control Systems Technology ◽

10.1109/tcst.2020.3025725 ◽

2020 ◽

pp. 1-9

Author(s):

Peng Lu ◽

Erik-Jan van Kampen ◽

Coen de Visser ◽

Qiping Chu

Keyword(s):

Fault Detection ◽

Atmospheric Turbulence ◽

Experimental Validation ◽

Fault Detection And Diagnosis ◽

Turbulence Theory ◽

Sensor Fault ◽

Flight Data ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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Sensor fault detection and diagnosis in the presence of outliers

Neurocomputing ◽

10.1016/j.neucom.2019.01.025 ◽

2019 ◽

Vol 349 ◽

pp. 156-163 ◽

Author(s):

Chen Xu ◽

Shunyi Zhao ◽

Fei Liu

Keyword(s):

Fault Detection ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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Bayesian method for HVAC plant sensor fault detection and diagnosis

Energy and Buildings ◽

10.1016/j.enbuild.2020.110476 ◽

2020 ◽

Vol 228 ◽

pp. 110476

Author(s):

K.H. Ng ◽

F.W.H. Yik ◽

P. Lee ◽

K.K.Y. Lee ◽

D.C.H. Chan

Keyword(s):

Fault Detection ◽

Bayesian Method ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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Development of clustering-based sensor fault detection and diagnosis strategy for chilled water system

Energy and Buildings ◽

10.1016/j.enbuild.2019.01.006 ◽

2019 ◽

Vol 186 ◽

pp. 17-36 ◽

Author(s):

X.J. Luo ◽

K.F. Fong ◽

Y.J. Sun ◽

M.K.H. Leung

Keyword(s):

Fault Detection ◽

Water System ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Chilled Water ◽

Sensor Fault Detection ◽

Chilled Water System ◽

Detection And Diagnosis

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Air Data Sensor Fault Detection and Diagnosis with Application to Real Flight Data

AIAA Guidance, Navigation, and Control Conference ◽

10.2514/6.2015-1311 ◽

2015 ◽

Author(s):

Peng Lu ◽

Laurens Van Eykeren ◽

Erik-Jan Van Kampen ◽

Q. Ping Chu

Keyword(s):

Fault Detection ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Flight Data ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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Sensor fault detection and diagnosis in drinking water distribution networks

2013 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA) ◽

10.1109/wosspa.2013.6602395 ◽

2013 ◽

Author(s):

Soumia Bouzid ◽

Messaoud Ramdani

Keyword(s):

Drinking Water ◽

Fault Detection ◽

Water Distribution ◽

Distribution Networks ◽

Fault Detection And Diagnosis ◽

Water Distribution Networks ◽

Sensor Fault ◽

Drinking Water Distribution ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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Research of Sensor Fault Detection and Diagnosis for EMB System Based on CSA-SVM Model

International Journal of Engineering and Technology ◽

10.7763/ijet.2015.v7.817 ◽

2015 ◽

Vol 7 (4) ◽

pp. 349-356

Author(s):

Z. J. Yu ◽

Y. N. Xu

Keyword(s):

Fault Detection ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Svm Model ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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Novel pattern recognition-enhanced sensor fault detection and diagnosis for chiller plant

Energy and Buildings ◽

10.1016/j.enbuild.2020.110443 ◽

2020 ◽

Vol 228 ◽

pp. 110443

Author(s):

X.J. Luo ◽

K.F. Fong

Keyword(s):

Pattern Recognition ◽

Fault Detection ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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An enhanced PCA method with Savitzky-Golay method for VRF system sensor fault detection and diagnosis

Energy and Buildings ◽

10.1016/j.enbuild.2017.03.026 ◽

2017 ◽

Vol 142 ◽

pp. 167-178 ◽

Author(s):

Yabin Guo ◽

Guannan Li ◽

Huanxin Chen ◽

Yunpeng Hu ◽

Haorong Li ◽

...

Keyword(s):

Fault Detection ◽

Fault Detection And Diagnosis ◽

Sensor Fault ◽

Sensor Fault Detection ◽

Detection And Diagnosis

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