Data-Driven Fault Detection and Reasoning for Industrial Monitoring

Mapping Intimacies ◽

10.1007/978-981-16-8044-1 ◽

2022 ◽

Author(s):

Jing Wang ◽

Jinglin Zhou ◽

Xiaolu Chen

Keyword(s):

Fault Detection ◽

Data Driven ◽

Industrial Monitoring

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Overview on hybrid approaches to fault detection and diagnosis: Combining data-driven, physics-based and knowledge-based models

Procedia CIRP ◽

10.1016/j.procir.2021.03.041 ◽

2021 ◽

Vol 99 ◽

pp. 278-283

Author(s):

Yannick Wilhelm ◽

Peter Reimann ◽

Wolfgang Gauchel ◽

Bernhard Mitschang

Keyword(s):

Fault Detection ◽

Fault Detection And Diagnosis ◽

Data Driven ◽

Knowledge Based ◽

Hybrid Approaches ◽

Combining Data ◽

Detection And Diagnosis

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A data-driven fault detection and diagnosis scheme for air handling units in building HVAC systems considering undefined states

Journal of Building Engineering ◽

10.1016/j.jobe.2020.102111 ◽

2021 ◽

Vol 35 ◽

pp. 102111

Author(s):

Woo-Seung Yun ◽

Won-Hwa Hong ◽

Hyuncheol Seo

Keyword(s):

Fault Detection ◽

Hvac Systems ◽

Fault Detection And Diagnosis ◽

Data Driven ◽

Air Handling Units ◽

Detection And Diagnosis

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Operational Variables for improving industrial wind turbine Yaw Misalignment early fault detection capabilities using data-driven techniques

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3073698 ◽

2021 ◽

pp. 1-1

Author(s):

Ravi Pandit ◽

David Infield ◽

Tim Dodwell

Keyword(s):

Fault Detection ◽

Wind Turbine ◽

Data Driven ◽

Operational Variables ◽

Detection Capabilities ◽

Early Fault Detection ◽

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Rule-Based Data-Driven Analytics for Wide-Area Fault Detection Using Synchrophasor Data

IEEE Transactions on Industry Applications ◽

10.1109/tia.2016.2644621 ◽

2017 ◽

Vol 53 (3) ◽

pp. 1789-1798 ◽

Author(s):

Xiaodong Liang ◽

Scott A. Wallace ◽

Duc Nguyen

Keyword(s):

Fault Detection ◽

Data Driven ◽

Wide Area ◽

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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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Comparative Analysis of Data Driven Fault Detection using Wavelet and Fourier Transform for Dc Pulsed Power Load in the All-Electric Ship

2021 IEEE Applied Power Electronics Conference and Exposition (APEC) ◽

10.1109/apec42165.2021.9487090 ◽

2021 ◽

Author(s):

Yue Ma ◽

Atif Maqsood ◽

Damian Oslebo ◽

Keith Corzine

Keyword(s):

Fourier Transform ◽

Comparative Analysis ◽

Fault Detection ◽

Pulsed Power ◽

Data Driven ◽

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Multicopter Fault Detection and Identification via Data-Driven Statistical Learning Methods

AIAA Journal ◽

10.2514/1.j060353 ◽

2021 ◽

pp. 1-16

Author(s):

Airin Dutta ◽

Michael E. McKay ◽

Fotis Kopsaftopoulos ◽

Farhan Gandhi

Keyword(s):

Fault Detection ◽

Statistical Learning ◽

Data Driven ◽

Learning Methods ◽

Detection And Identification ◽

Fault Detection And Identification

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Fault detection via data-driven K-gap metric with application to ship propulsion systems

2018 37th Chinese Control Conference (CCC) ◽

10.23919/chicc.2018.8483391 ◽

2018 ◽

Author(s):

He Li ◽

Ying Yang ◽

Zhengen Zhao ◽

Jing zhou ◽

Ruijie Liu

Keyword(s):

Fault Detection ◽

Data Driven ◽

Propulsion Systems ◽

Ship Propulsion

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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 ◽

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 ground fault detection and isolation method for main circuit in railway electrical traction system

ISA Transactions ◽

10.1016/j.isatra.2018.11.031 ◽

2019 ◽

Vol 87 ◽

pp. 264-271 ◽

Author(s):

Zhiwen Chen ◽

Xueming Li ◽

Chao Yang ◽

Tao Peng ◽

Chunhua Yang ◽

...

Keyword(s):

Fault Detection ◽

Fault Detection And Isolation ◽

Data Driven ◽

Isolation Method ◽

Ground Fault ◽

Traction System ◽

Ground Fault Detection

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