Research on an Adaptive Threshold Setting Method for Aero-Engine Fault Detection Based on KDE-EWMA-Reference-Cited by-同舟云学术

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Research on an Adaptive Threshold Setting Method for Aero-Engine Fault Detection Based on KDE-EWMA

Published:2022-11 Issue:6 Volume:35 Page:
ISSN:0893-1321
Container-title:Journal of Aerospace Engineering
language:en
Short-container-title:J. Aerosp. Eng.

Author:

Zhao Wanli¹^ORCID,Guo Yingqing²,Sun Hao³

Affiliation:

1. Ph.D. Student, School of Power and Energy, Northwestern Polytechnical Univ., Xi’an, Shaanxi 710072, China (corresponding author). ORCID: .

2. Professor, School of Power and Energy, Northwestern Polytechnical Univ., Xi’an, Shaanxi 710072, China.

3. Ph.D. Student, School of Power and Energy, Northwestern Polytechnical Univ., Xi’an, Shaanxi 710072, China.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Mechanical Engineering,Aerospace Engineering,General Materials Science,Civil and Structural Engineering

Link

https://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29AS.1943-5525.0001483

Reference22 articles.

1. Nonlinear robust fault diagnosis of power plant gas turbine using Monte Carlo-based adaptive threshold approach

2. A new adaptive PCA based thresholding scheme for fault detection in complex systems

3. Fault detection and diagnosis in a cement rotary kiln using PCA with EWMA-based adaptive threshold monitoring scheme

4. Performance-Based Gas Turbine Health Monitoring, Diagnostics, and Prognostics: A Survey

5. Review of improved Monte Carlo methods in uncertainty-based design optimization for aerospace vehicles

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2. Ecosystem of Aviation Maintenance: Transition from Aircraft Health Monitoring to Health Management Based on IoT and AI Synergy;Applied Sciences;2024-05-22

3. SBR-Extended Kalman Filter model-based fault diagnosis and signal reconstruction for the papermaking wastewater treatment process;Journal of Water Process Engineering;2023-12

4. Dynamic Health Monitoring of Aero-Engine Gas-Path System Based on SFA-GMM-BID;Electronics;2023-07-24

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