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Fault Diagnosis and Fault Tolerant Control of Wind Turbines: An Overview

https://doi.org/10.3390/en15197186

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Direct adaptive control of a utility‐scale wind turbine for speed regulation

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Structural health monitoring of wind turbines: method and application to a HAWT

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Wind Turbine Control Systems: Principles, Modelling and Gain Scheduling Design

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Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools

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Vibration-Based Condition Monitoring of Wind Turbines

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Wind Turbines Fault Diagnosis Using Ensemble Classifiers

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Diagnosis and Fault-Tolerant Control

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Robust Fault-Tolerant Control of Wind Turbine Systems Against Actuator and Sensor Faults

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Model-based fault-detection and diagnosis – status and applications

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Fault-tolerant control of wind turbines with hydrostatic transmission using Takagi–Sugeno and sliding mode techniques

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Gear-box fault detection using time-frequency based methods

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Wind turbine condition monitoring based on SCADA data using normal behavior models. Part 2: Application examples

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Diagnostic monitoring of drivetrain in a 5 MW spar-type floating wind turbine using Hilbert spectral analysis

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Wind turbine blades condition assessment based on vibration measurements and the level of an empirically decomposed feature

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Active sensor fault tolerant output feedback tracking control for wind turbine systems via T–S model

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Wind turbine pitch faults prognosis using a-priori knowledge-based ANFIS

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Data-Driven Multimode Fault Detection for Wind Energy Conversion Systems

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Fault Tolerant Control of Wind Turbine Using Robust Model Predictive Min-Max approach

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Model-Based Fault-Tolerant Pitch Control of an Offshore Wind Turbine

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Fault detection and isolation of pitch actuator faults in a floating wind turbine

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A Novel Wind Turbine Fault Detection Method Based on Fuzzy Logic System Using Neural Network Construction Method

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Adaptive active fault-tolerant MPPT control for wind power generation system under partial loss of actuator effectiveness

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A fractional order sliding mode control-based topology to improve the transient stability of wind energy systems

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Adaptive active fault-tolerant MPPT control of variable-speed wind turbine considering generator actuator failure

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An anomaly identification model for wind turbine state parameters

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Fuzzy gain-scheduled active fault-tolerant control of a wind turbine

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Active fault tolerant control of wind turbine systems based on DFIG with actuator fault and disturbance using Takagi–Sugeno fuzzy model

inferredcites →https://doi.org/10.1016/j.jksues.2015.10.003openalex-snapshot

Robust fault detection for wind turbines using reference model-based approach

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Monitoring blade loads for a floating wind turbine in wave basin model tests using Fiber Bragg Grating sensors: A feasibility study

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A novel scheme for current sensor faults diagnosis in the stator of a DFIG described by a T-S fuzzy model

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Learning deep representation of imbalanced SCADA data for fault detection of wind turbines

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Fault detection of wind turbine based on SCADA data analysis using CNN and LSTM with attention mechanism

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Robust and fault-tolerant linear parameter-varying control of wind turbines

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Structural health monitoring of towers and blades for floating offshore wind turbines using operational modal analysis and modal properties with numerical-sensor signals

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Review of the current status, technology and future trends of offshore wind farms

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Economic feasibility of floating offshore wind farms in Portugal

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Reliability analysis of a floating offshore wind turbine using Bayesian Networks

inferredcites →https://doi.org/10.1016/j.oceaneng.2021.109261openalex-snapshot

A failure analysis of floating offshore wind turbines using AHP-FMEA methodology

inferredcites →https://doi.org/10.1016/j.oceaneng.2021.109724openalex-snapshot

Pitch actuator fault-tolerant control of wind turbines based on time delay control and disturbance observer

inferredcites →https://doi.org/10.1016/j.oceaneng.2022.111433openalex-snapshot

A real-time inspection and opportunistic maintenance strategies for floating offshore wind turbines

inferredcites →https://doi.org/10.1016/j.renene.2012.03.003openalex-snapshot

Condition monitoring of wind turbines: Techniques and methods

inferredcites →https://doi.org/10.1016/j.renene.2014.10.061openalex-snapshot

An active fault tolerant control approach to an offshore wind turbine model

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Cost assessment methodology for combined wind and wave floating offshore renewable energy systems

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Fault-tolerant wind turbine pitch control using adaptive sliding mode estimation

inferredcites →https://doi.org/10.1016/j.renene.2017.12.047openalex-snapshot

Passivity-based sliding-mode control design for optimal power extraction of a PMSG based variable speed wind turbine

inferredcites →https://doi.org/10.1016/j.renene.2018.08.097openalex-snapshot

Fault Tree Analysis of floating offshore wind turbines

inferredcites →https://doi.org/10.1016/j.renene.2018.11.106openalex-snapshot

Fault tolerant control of wind turbines with an adaptive output feedback sliding mode controller

inferredcites →https://doi.org/10.1016/j.renene.2018.12.066openalex-snapshot

Reliability improvement of wind turbine power generation using model-based fault detection and fault tolerant control: A review

inferredcites →https://doi.org/10.1016/j.renene.2018.12.094openalex-snapshot

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inferredcites →https://doi.org/10.1016/j.renene.2019.03.136openalex-snapshot

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inferredcites →https://doi.org/10.1016/j.renene.2019.07.033openalex-snapshot

Condition monitoring of wind turbines based on spatio-temporal fusion of SCADA data by convolutional neural networks and gated recurrent units

inferredcites →https://doi.org/10.1016/j.renene.2020.08.001openalex-snapshot

A two-stage Failure Mode and Effect Analysis of offshore wind turbines

inferredcites →https://doi.org/10.1016/j.renene.2020.09.033openalex-snapshot

A developed failure mode and effect analysis for floating offshore wind turbine support structures

inferredcites →https://doi.org/10.1016/j.renene.2020.12.116openalex-snapshot

Fault detection and diagnosis of a blade pitch system in a floating wind turbine based on Kalman filters and artificial neural networks

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Bayesian networks in reliability

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Data-driven learning framework for associating weather conditions and wind turbine failures

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Risk-based maintenance planning of offshore wind turbine farms

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Reliability based modeling and analysis for a wind power system integrated by two wind farms considering wind speed dependence

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Network reliability analysis: Matrix-exponential approach

inferredcites →https://doi.org/10.1016/j.rser.2014.10.087openalex-snapshot

A progressive study into offshore wind farm maintenance optimisation using risk based failure analysis

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Sliding mode control of wind energy conversion systems: Trends and applications

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Wind turbine simulator fault diagnosis via fuzzy modelling and identification techniques

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Signal based condition monitoring techniques for fault detection and diagnosis of induction motors: A state-of-the-art review

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Vibration feature extraction using signal processing techniques for structural health monitoring: A review

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Improving the analysis of dependable systems by mapping fault trees into Bayesian networks

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Wind turbine fault diagnosis based on unscented Kalman Filter

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Neuro-adaptive model-reference fault-tolerant control with application to wind turbines

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Effective fault tolerant control design for nonlinear systems: application to a class of motor control system

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Individual pitch controller based on fuzzy logic control for wind turbine load mitigation

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Hydraulic Actuator Leakage Fault Detection using Extended Kalman Filter

inferredcites →https://doi.org/10.1088/1742-6596/753/5/052017openalex-snapshot

Statistical fault diagnosis of wind turbine drivetrain applied to a 5MW floating wind turbine

inferredcites →https://doi.org/10.1109/acc.2010.5531061openalex-snapshot

Active and passive fault-tolerant LPV control of wind turbines

inferredcites →https://doi.org/10.1109/acc.2010.5531355openalex-snapshot

Multiple model MIMO predictive control for variable speed variable pitch wind turbines

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Robust model predictive control of a wind turbine

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Adaptive control algorithm for improving power capture of wind turbines in turbulent winds

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Wind turbine fault detection and fault tolerant control - An enhanced benchmark challenge

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Adaptive PID Control of Wind Turbines for Power Regulation With Unknown Control Direction and Actuator Faults

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Current State of Wind Turbine's Health Monitoring

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Estimation of V47/660kW Wind Turbine State and Fault Detection with Extended Kalman Filter

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A Bank of Kalman Filters for Current Sensors Faults Detection and Isolation of DFIG for Wind Turbine

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A Comprehensive Review on Signal-Based and Model-Based Condition Monitoring of Wind Turbines: Fault Diagnosis and Lifetime Prognosis

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Interval-Valued Reduced RNN for Fault Detection and Diagnosis for Wind Energy Conversion Systems

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Control of Wind Turbines

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Active fault tolerant control for pitch actuators failures tested in a hardware-in-the-loop simulation for wind turbine controllers

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Passive fault tolerant control strategy in controlled wind turbines

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A Survey on Wind Turbine Condition Monitoring and Fault Diagnosis—Part I: Components and Subsystems

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