Hybrid dynamic data-driven approach for drift-like fault detection in wind turbines

Houari Toubakh; Moamar Sayed-Mouchaweh

doi:10.1007/s12530-014-9119-8

Hybrid dynamic data-driven approach for drift-like fault detection in wind turbines

Evolving Systems ◽

10.1007/s12530-014-9119-8 ◽

2014 ◽

Vol 6 (2) ◽

pp. 115-129 ◽

Cited By ~ 16

Author(s):

Houari Toubakh ◽

Moamar Sayed-Mouchaweh

Keyword(s):

Fault Detection ◽

Wind Turbines ◽

Data Driven ◽

Dynamic Data ◽

Data Driven Approach

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Fault detection and diagnosis for wind turbines using data-driven approach

2012 7th Colombian Computing Congress (CCC) ◽

10.1109/colombiancc.2012.6398018 ◽

2012 ◽

Cited By ~ 2

Author(s):

Ruben Francisco Manrique ◽

Fabian Andres Giraldo ◽

Jorge Sofrony Esmeral

Keyword(s):

Fault Detection ◽

Wind Turbines ◽

Fault Detection And Diagnosis ◽

Data Driven ◽

Data Driven Approach ◽

Detection And Diagnosis ◽

Using Data

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A data-driven approach for fault detection of offshore wind turbines using random forests

IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2017.8216532 ◽

2017 ◽

Cited By ~ 3

Author(s):

Yulin Si ◽

Liyang Qian ◽

Baijin Mao ◽

Dahai Zhang

Keyword(s):

Fault Detection ◽

Random Forests ◽

Wind Turbines ◽

Offshore Wind ◽

Data Driven ◽

Offshore Wind Turbines ◽

Data Driven Approach

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A data-driven approach to simultaneous fault detection and diagnosis in data centers

Applied Soft Computing ◽

10.1016/j.asoc.2021.107638 ◽

2021 ◽

pp. 107638

Author(s):

Sahar Asgari ◽

Rohit Gupta ◽

Ishwar K. Puri ◽

Rong Zheng

Keyword(s):

Fault Detection ◽

Data Centers ◽

Fault Detection And Diagnosis ◽

Data Driven ◽

Data Driven Approach ◽

Detection And Diagnosis

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Data-driven approach for fault detection and isolation in nonlinear system

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.2931 ◽

2018 ◽

Vol 32 (11) ◽

pp. 1569-1590 ◽

Cited By ~ 3

Author(s):

Maya Kallas ◽

Gilles Mourot ◽

Didier Maquin ◽

José Ragot

Keyword(s):

Nonlinear System ◽

Fault Detection ◽

Fault Detection And Isolation ◽

Data Driven ◽

Data Driven Approach

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A Data-Driven Approach for Components Useful Life Estimation in Wind Turbines

10.1007/978-3-030-87869-6_4 ◽

2021 ◽

pp. 37-47

Author(s):

Alejandro Zornoza Martínez ◽

Jesus Martínez-Gómez ◽

José A. Gámez

Keyword(s):

Wind Turbines ◽

Data Driven ◽

Life Estimation ◽

Data Driven Approach ◽

Useful Life

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Data-Driven Approach for Fault Detection and Diagnostic in Semiconductor Manufacturing

IEEE Transactions on Automation Science and Engineering ◽

10.1109/tase.2020.2983061 ◽

2020 ◽

Vol 17 (4) ◽

pp. 1925-1936 ◽

Cited By ~ 2

Author(s):

Shu-Kai S. Fan ◽

Chia-Yu Hsu ◽

Du-Ming Tsai ◽

Fei He ◽

Chun-Chung Cheng

Keyword(s):

Fault Detection ◽

Semiconductor Manufacturing ◽

Data Driven ◽

Data Driven Approach

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Diagnosis for PEMFC Systems: A Data-Driven Approach With the Capabilities of Online Adaptation and Novel Fault Detection

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2015.2418324 ◽

2015 ◽

Vol 62 (8) ◽

pp. 5164-5174 ◽

Cited By ~ 33

Author(s):

Zhongliang Li ◽

Rachid Outbib ◽

Stefan Giurgea ◽

Daniel Hissel

Keyword(s):

Fault Detection ◽

Data Driven ◽

Data Driven Approach ◽

Online Adaptation

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Incipient fault detection and estimation based on Jensen–Shannon divergence in a data-driven approach

Signal Processing ◽

10.1016/j.sigpro.2019.107410 ◽

2020 ◽

Vol 169 ◽

pp. 107410 ◽

Cited By ~ 4

Author(s):

Xiaoxia Zhang ◽

Claude Delpha ◽

Demba Diallo

Keyword(s):

Fault Detection ◽

Data Driven ◽

Detection And Estimation ◽

Data Driven Approach ◽

Incipient Fault ◽

Jensen Shannon Divergence ◽

Incipient Fault Detection

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Real-time combustion state identification via image processing: A dynamic data-driven approach

2016 American Control Conference (ACC) ◽

10.1109/acc.2016.7525429 ◽

2016 ◽

Cited By ~ 7

Author(s):

Michael Hauser ◽

Yue Li ◽

Jihang Li ◽

Asok Ray

Keyword(s):

Image Processing ◽

Real Time ◽

Data Driven ◽

Dynamic Data ◽

State Identification ◽

Data Driven Approach

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A Dynamic Data Driven Approach to Online Flight Envelope Updating for Self Aware Aerospace Vehicles

16th AIAA Non-Deterministic Approaches Conference ◽

10.2514/6.2014-1175 ◽

2014 ◽

Cited By ~ 1

Author(s):

Douglas L. Allaire ◽

Marc Lecerf ◽

Karen E. Willcox ◽

David N. Kordonowy

Keyword(s):

Data Driven ◽

Aerospace Vehicles ◽

Dynamic Data ◽

Flight Envelope ◽

Data Driven Approach

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