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Advanced Methods for Fault Diagnosis and Fault-Tolerant Control

Ding, Steven X

1st Edition 2021, 2020

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Data Mining and Analytics in the Process Industry: The Role of Machine Learning

IEEE access, 2017-01, Vol.5, p.20590-20616

2017

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Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring

IEEE transactions on industrial electronics (1982), 2023-09, Vol.70 (9), p.1-11

2023

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A data‐driven distributed fault diagnosis scheme for large‐scale systems based on correlation analysis

IET control theory & applications, 2024-01, Vol.18 (2), p.201-212

2024

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Deep Convolutional Clustering-Based Time Series Anomaly Detection

Sensors (Basel, Switzerland), 2021-08, Vol.21 (16), p.5488

2021

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Fault Diagnosis for Linear Discrete Time-Varying Systems and Its Applications

1, 2022

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A Survey of Fault Diagnosis and Fault-Tolerant Techniques-Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches

IEEE transactions on industrial electronics (1982), 2015-06, Vol.62 (6), p.3768-3774

2015

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Volltext

Adaptive Backstepping Based Fault-tolerant Control for High-speed Trains with Actuator Faults

International Journal of Control, 2019, Automation, and Systems, 17(6), , pp.1408-1420

2019

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H−/H∞ fault detection filter design for discrete-time Takagi–Sugeno fuzzy system

Automatica (Oxford), 2013-07, Vol.49 (7), p.1996-2005

2013

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A Survey of Fault Diagnosis and Fault-Tolerant Techniques-Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

IEEE transactions on industrial electronics (1982), 2015-06, Vol.62 (6), p.3757-3767

2015

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Volltext

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

IEEE transactions on industrial electronics (1982), 2016-05, Vol.63 (5), p.3137-3147

2016

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Volltext

Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey

IEEE transactions on industrial electronics (1982), 2016-02, Vol.63 (2), p.1207-1217

2016

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Volltext

Real-time fault diagnosis and fault-tolerant control

IEEE transactions on industrial electronics (1982), 2015-06, Vol.62 (6), p.3752-3756

2015

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Volltext

A Review on Basic Data-Driven Approaches for Industrial Process Monitoring

IEEE transactions on industrial electronics (1982), 2014-11, Vol.61 (11), p.6418-6428

2014

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Volltext

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems

IEEE transactions on control systems technology, 2019-11, Vol.27 (6), p.2766-2773

2019

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Volltext

A survey on model-based fault diagnosis for linear discrete time-varying systems

Neurocomputing (Amsterdam), 2018-09, Vol.306, p.51-60

2018

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An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

IEEE transactions on industrial electronics (1982), 2015-12, Vol.62 (12), p.7762-7773

2015

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Volltext

Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation

IEEE access, 2022, Vol.10, p.74244-74258

2022

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A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique

IEEE access, 2018-01, Vol.6, p.16207-16215

2018

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Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances

IEEE transactions on circuits and systems. I, Regular papers, 2021-05, Vol.68 (5), p.2121-2133

2021

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A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System

IEEE transactions on industrial electronics (1982), 2016-05, Vol.63 (5), p.3311-3320

2016

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Volltext

Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes

IEEE transaction on neural networks and learning systems, 2023-09, Vol.34 (9), p.6015-6028

2023

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Volltext

Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms

IEEE transactions on industrial electronics (1982), 2018-02, Vol.65 (2), p.1559-1567

2018

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Volltext

A comparison and evaluation of key performance indicator-based multivariate statistics process monitoring approaches

Journal of process control, 2015-09, Vol.33, p.112-126

2015

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A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods

IEEE transaction on neural networks and learning systems, 2022-11, Vol.33 (11), p.6158-6172

2022

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Advanced Methods for Fault Diagnosis and Fault-Tolerant Control

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring

A data‐driven distributed fault diagnosis scheme for large‐scale systems based on correlation analysis

Deep Convolutional Clustering-Based Time Series Anomaly Detection

Fault Diagnosis for Linear Discrete Time-Varying Systems and Its Applications

A Survey of Fault Diagnosis and Fault-Tolerant Techniques-Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches

Adaptive Backstepping Based Fault-tolerant Control for High-speed Trains with Actuator Faults

H−/H∞ fault detection filter design for discrete-time Takagi–Sugeno fuzzy system

A Survey of Fault Diagnosis and Fault-Tolerant Techniques-Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey

Real-time fault diagnosis and fault-tolerant control

A Review on Basic Data-Driven Approaches for Industrial Process Monitoring

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems

A survey on model-based fault diagnosis for linear discrete time-varying systems

An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation

A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique

Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances

A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System

Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes

Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms

A comparison and evaluation of key performance indicator-based multivariate statistics process monitoring approaches

A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods

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