Condition-based maintenance of wind turbine structures: A state-of-the-art review

No abstract is available for this paper.

• Publication year

  2024

• Venue

  Renewable & Sustainable Energy Reviews

• Publication date

  2024-10-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1016/j.rser.2024.114799
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Fluid-structure interaction analysis of wind turbine aerodynamic loads and aeroelastic responses considering blade and tower flexibility

  2024cited by this paper
• Effects of the yaw error and the fault conditions on the dynamic characteristics of the 15 MW offshore semi-submersible wind turbine

  2024cited by this paper
• Dynamic response analysis of a semi-submersible floating wind turbine based on different coupling methods

  2024cited by this paper
• Fatigue degradation of wind turbines considering dynamic wake meandering effects

  2024cited by this paper
• Adaptive deep learning-based remaining useful life prediction framework for systems with multiple failure patterns

  2023cited by this paper
• Load response of a two‐rotor floating wind turbine undergoing blade‐pitch system faults

  2023cited by this paper
• Modelica‐AeroDyn: Development, benchmark, and application of a comprehensive object‐oriented tool for dynamic analysis of non‐conventional horizontal‐axis floating wind turbines

  2023cited by this paper
• Data-driven torque and pitch control of wind turbines via reinforcement learning

  2023cited by this paper
• Condition-based maintenance optimization for multi-component systems considering prognostic information and degraded working efficiency

  2023cited by this paper
• Repair of Aerospace Composite Structures Using Liquid Thermoplastic Resin

  2023cited by this paper
• Closed-form derivation of aerodynamic damping matrix and pitch vector of an aero-servo-elastic wind turbine system

  2023cited by this paper
• Eco-Sustainable Recycling of Cement Kiln Dust (CKD) and Copper Tailings (CT) in the Cemented Paste Backfill

  2023cited by this paper
• Extreme structural response prediction and fatigue damage evaluation for large-scale monopile offshore wind turbines subject to typhoon conditions

  2023cited by this paper
• Modal analysis of an operational offshore wind turbine using enhanced Kalman filter‐based subspace identification

  2023cited by this paper
• Intelligent ice detection on wind turbine blades using semantic segmentation and class activation map approaches based on deep learning method

  2022cited by this paper
• Advanced composite repair technology for aerospace, marine, and automobile applications

  2022cited by this paper
• Influence of variability and uncertainty of wind and waves on fatigue damage of a floating wind turbine drivetrain

  2022cited by this paper
• Dynamic behavior and damage analysis of a spar-type floating offshore wind turbine under ship collision

  2022cited by this paper
• Technologies of Wind Turbine Blade Repair: Practical Comparison

  2022cited by this paper
• A numerical study of strut and tower influence on the performance of vertical axis wind turbines using computational fluid dynamics simulation

  2022cited by this paper
• 4E analysis of the horizontal axis wind turbine with LCA consideration for different climate conditions

  2022cited by this paper
• Non-Destructive Techniques for the Condition and Structural Health Monitoring of Wind Turbines: A Literature Review of the Last 20 Years

  2022cited by this paper
• A computational model to simulate thunderstorm downbursts for wind turbine loads analysis

  2022cited by this paper
• Structural dynamics of offshore Wind Turbines: A review

  2022cited by this paper
• Fatigue design sensitivities of large monopile offshore wind turbines

  2022cited by this paper
• Increasing the fatigue life of offshore wind turbine jacket structures using yaw stiffness and damping

  2022cited by this paper
• Improvement of scarf repair patch shape for composite aircraft structures

  2022cited by this paper
• Prognostics and Health Management of Composite Structures under Multiple Impacts through Electromechanical Behavior and a Particle Filter

  2022cited by this paper
• Numerical investigation of the effect of towers and nacelles on the near wake of a horizontal-axis wind turbine model

  2022cited by this paper
• Anomaly detection and condition monitoring of wind turbine gearbox based on LSTM-FS and transfer learning

  2022cited by this paper
• Operation and maintenance for floating wind turbines: A review

  2022cited by this paper
• Evaluating the effect of wind turbine faults on power using the Monte Carlo method

  2022cited by this paper
• Analysis of crack propagation in onshore wind turbine foundations using the double-K fracture model

  2022cited by this paper
• Reliability of offshore wind turbine support structures: A state-of-the-art review

  2022cited by this paper
• Power yield improvement of wind turbine and fatigue load mitigation using predictive-based Active flow controller

  2022cited by this paper
• OUP accepted manuscript

  2022cited by this paper
• A novel framework for modeling floating offshore wind turbines based on the vector form intrinsic finite element (VFIFE) method

  2022cited by this paper
• Injection repair of CFRP using a multi-Wall carbon nanotubes-modified epoxy resin: Flexural and compression behavior

  2022cited by this paper
• A general model for life-cycle cost analysis of Condition-Based Maintenance enabled by PHM capabilities

  2022cited by this paper
• End-of-life policy considerations for wind turbine blades

  2022cited by this paper
• The Use of Carbon Fibers Recovered by Pyrolysis from End-of-Life Wind Turbine Blades in Epoxy-Based Composite Panels

  2022cited by this paper
• Parametric study of the quasi-static response of wind turbines in downburst conditions using a numerical model

  2022cited by this paper
• In-situ condition monitoring of wind turbine blades: A critical and systematic review of techniques, challenges, and futures

  2022cited by this paper
• Damage detection in operational wind turbine blades using a new approach based on machine learning

  2021cited by this paper
• Optimal group maintenance decision for a wind farm based on condition‐based maintenance

  2021cited by this paper
• Current Status and Future Trends in the Operation and Maintenance of Offshore Wind Turbines: A Review

  2021cited by this paper
• Do cyclone impacts really matter for the long-term performance of an offshore wind turbine?

  2021cited by this paper
• Installation of offshore wind turbines: A technical review

  2021cited by this paper
• Use of composite materials and hybrid composites in wind turbine blades

  2021cited by this paper
• Anomaly detection and critical SCADA parameters identification for wind turbines based on LSTM-AE neural network

  2021cited by this paper
• Image recognition of wind turbine blade damage based on a deep learning model with transfer learning and an ensemble learning classifier

  2021cited by this paper
• Offshore wind turbine operations and maintenance: A state-of-the-art review

  2021cited by this paper
• An IoT-Based Life Cycle Assessment Platform of Wind Turbines

  2021cited by this paper
• Numerical study on the aerodynamics of an experimental wind turbine: Influence of nacelle and tower on the blades and near-wake

  2021cited by this paper
• A novel adaptive weighted kernel extreme learning machine algorithm and its application in wind turbine blade icing fault detection

  2021cited by this paper
• Condition Monitoring and Failure prognostic of Wind Turbine Blades

  2021cited by this paper
• Wind turbine load reduction based on 2DoF robust individual pitch control

  2021cited by this paper
• Review of Structural Health Monitoring Techniques in Pipeline and Wind Turbine Industries

  2021cited by this paper
• Efficient monitoring and control of wind energy conversion systems using Internet of things (IoT): a comprehensive review

  2021cited by this paper
• Damage identification of wind turbine blades with deep convolutional neural networks

  2021cited by this paper
• A Simulation Study on Risks to Wind Turbine Arrays from Thunderstorm Downbursts in Different Atmospheric Stability Conditions

  2021cited by this paper
• Dynamic structural health monitoring of a model wind turbine tower using distributed acoustic sensing (DAS)

  2021cited by this paper
• Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms

  2020cited by this paper
• Mechanical properties of low-velocity impact damaged carbon fibre reinforced polymer laminates: Effects of drilling holes for resin-injection repair

  2020cited by this paper
• Numerical and analytical analysis of a monopile-supported offshore wind turbine under ship impacts

  2020cited by this paper
• Aerodynamic loads on wind turbine nacelles under different inflow turbulence conditions

  2020cited by this paper
• Seismic assessment of wind turbines: How crucial is rotor-nacelle-assembly numerical modeling?

  2020cited by this paper
• A review of non-destructive testing on wind turbines blades

  2020cited by this paper
• Modal analysis for optimal design of offshore wind turbine blades

  2020cited by this paper
• Considerations for the structural analysis and design of wind turbine towers: A review

  2020cited by this paper
• Design of a Multi-Robot System for Wind Turbine Maintenance

  2020cited by this paper
• Rain erosion of wind turbine blades: computational analysis of parameters controlling the surface degradation

  2020cited by this paper
• Leading edge erosion of wind turbine blades: Multiaxial critical plane fatigue model of coating degradation under random liquid impacts

  2020cited by this paper
• Chemical recycling of End-of-Life wind turbine blades by solvolysis/HTL

  2020cited by this paper
• A state-of-the-art review on the vibration mitigation of wind turbines

  2020cited by this paper
• Multi-hazard fragility analysis for a wind turbine support structure: An application to the Southwest of Mexico

  2020cited by this paper
• Recycling of carbon fiber with epoxy composites by chemical recycling for future perspective: a review

  2020cited by this paper
• Damage detection techniques for wind turbine blades: A review

  2020cited by this paper
• Fatigue Reliability Analysis of Wind Turbine Drivetrain Considering Strength Degradation and Load Sharing Using Survival Signature and FTA

  2020cited by this paper
• Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case

  2020cited by this paper
• A numerical investigation of the effects of ice accretion on the aerodynamic and structural behavior of offshore wind turbine blade

  2020cited by this paper
• Tensile properties and interfacial shear strength of recycled fibers from wind turbine waste

  2020cited by this paper
• Artificially intelligent models for the site-specific performance of wind turbines

  2020cited by this paper
• Reliability analysis of composite wind turbine blades considering material degradation of blades

  2020cited by this paper
• Costs of repair of wind turbine blades: Influence of technology aspects

  2020cited by this paper
• Effect and detection of cracks on small wind turbine blade vibration using special Kriging analysis of spectral shifts

  2020cited by this paper
• Using atmospheric inputs for Artificial Neural Networks to improve wind turbine power prediction

  2020cited by this paper
• Wind Turbine Pitch System Condition Monitoring and Fault Detection Based on Optimized Relevance Vector Machine Regression

  2020cited by this paper
• Recycling of fiberglass wind turbine blades into reinforced filaments for use in Additive Manufacturing

  2019cited by this paper
• Wind turbine blade end-of-life options: An eco-audit comparison

  2019cited by this paper
• Study on fatigue life of bend-twist coupling wind turbine blade based on anisotropic beam model and stress-based fatigue analysis method

  2019cited by this paper
• Assessment of Early Stopping through Statistical Health Prognostic Models for Empirical RUL Estimation in Wind Turbine Main Bearing Failure Monitoring

  2019cited by this paper
• Wind-Turbine and Wind-Farm Flows: A Review

  2019cited by this paper
• Influence of blade rotation on the lightning stroke characteristic of a wind turbine

  2019cited by this paper
• Friction plug welding of glass fiber reinforced PA6 sheets using a newly designed tool

  2019cited by this paper
• Foundations of offshore wind turbines: A review

  2019cited by this paper
• Consideration of lifetime and fatigue load in wind turbine control

  2019cited by this paper
• Investigation of tensile behavior and influence factors of composite-to-metal 2D-scarf bonded joint

  2019cited by this paper
• Analysis and real-time prediction of the full-scale thrust for floating wind turbine based on artificial intelligence

  2019cited by this paper
• Effect of wind turbine nacelle on turbine wake dynamics in large wind farms

  2019cited by this paper

• Maintenance decision-making framework for train wheels based on multi-dimensional degradation state assessment

  2026cites this paper
• Modeling and production-maintenance optimization for partially observable wind turbines with dependency considerations

  2026cites this paper
• A comprehensive framework for data challenges and intelligent resource optimization for offshore wind energy

  2026cites this paper
• A framework for life-cycle profit-damage assessment of floating multi-energy islands with wind–wave dynamics integration

  2026cites this paper
• Development of a stall-flutter-based piezoelectric wind energy harvester with a diamond-shaped airfoil and endplates for high performance

  2026cites this paper
• Wind turbine blade damage: A systematic review of detection, diagnosis, performance impact, and lifecycle health management

  2026cites this paper
• Intelligent fault detection in wind turbine gearboxes: A machine learning approach using SCADA temperature data

  2026cites this paper
• Development and Future Challenges of Offshore Floating Wind Turbine Technologies in China

  2026cites this paper
• Synergistic operation and maintenance enabling lifecycle-aware opportunistic management of offshore wind energy

  2026cites this paper
• Component Cascade Utilization Optimization Based on an Integrated Framework with Hybrid Crack Growth Prediction

  2026cites this paper
• Investigation on structural health monitoring and safety evaluation of an 8 MW offshore wind turbine structure supported by the multi-bucket jacket foundation

  2025cites this paper
• Optimization of an opportunistic maintenance strategy for wind turbines based on subsystem fault chains

  2025cites this paper
• Active Damping Control and Load Mitigation of Wind Turbines Based on State Feedback

  2025cites this paper
• An Integrated Approach to Condition-Based Maintenance Decision-Making of Planetary Gearboxes: Combining Temporal Convolutional Network Auto Encoders with Wiener Process

  2025cites this paper
• Intelligent fault diagnosis for a wind turbine gearbox via multisensor information fusion with adaptive weights

  2025cites this paper
• Predictive Maintenance for Wind Turbines: A Physics-Driven Reinforcement Learning Strategy with Economic-Reliability Collaborative Optimization

  2025cites this paper
• Experimental Comparative Analysis of Energy Production in HAWT with Bio-Inspired Active Oscillating Vortex Generators

  2025cites this paper
• End-of-Life Strategies for Wind Turbines: Blade Recycling, Second-Life Applications, and Circular Economy Integration

  2025cites this paper
• A System for Automatic Reporting of Technician Movements During Offshore Maintenance Trips

  2025cites this paper
• Enhancing wind energy harvesting performance by leveraging the synergy of rotational and transverse wake galloping mechanisms

  2025cites this paper
• MIENgram: an optimal demodulation frequency band selection method for early fault diagnosis of wind turbine bearings

  2025cites this paper
• Joint Actuator and Sensor Fault Diagnosis in Wind Turbine Systems

  2025cites this paper
• Tacholess Instantaneous Rotational Frequency Estimation via NSTFT and Joint NLMS–EMD Adaptive Filtering

  2025cites this paper
• Detection of Surface Damage on Offshore Wind Turbine Blades using Gradient Boosting Classifier with SHapley Additive exPlanations (SHAP)

  2025cites this paper
• Stochastic Differential Equation-Based Dynamic Imperfect Maintenance Strategy for Wind Turbine Systems

  2025cites this paper
• Reliability analysis of wind turbine gearboxes: past, progress and future prospects

  2025cites this paper
• Vibration Testing of 3D-Printed Turbine Blades: Precautions and the Application of Scale Factors in Design

  2025cites this paper
• Mum Çubuğu Grafik Gösterimi, Minimum Artıklık Maksimum İlgililik Algoritması ve XGBoost Modeline Dayalı Rüzgâr Hızı Tahmini

  2025cites this paper
• PSO-Optimised Autoencoder for Fault Prediction in Wind Turbine Planet Carrier Bearing

  2025cites this paper
• In-situ fatigue prognosis in laminated composites: A machine learning approach using self-temperature rise data

  2025cites this paper
• Fault Warning Study of Gearbox Based on SOM-ASTGCN-BiLSTM and Mutual Diagnosis of Same Clustered Wind Turbines

  2025cites this paper
• Design and Control of Active Magnetic Bearing for Desert Terrain Installed Wind Turbines

  2025cites this paper
• Enhancing the safety and sustainability of aging jacket-type offshore wind turbines in extreme weather conditions through digital healthcare engineering: a literature review

  2025cites this paper
• Rotation Angle Identification of Wind Turbine Blades via Multi-Task Deep Learning from UAV Images

  2025cites this paper
• Integrating Learning-Driven Model Behavior and Data Representation for Enhanced Remaining Useful Life Prediction in Rotating Machinery

  2024cites this paper
• Wind Turbine SCADA Data Imbalance: A Review of Its Impact on Health Condition Analyses and Mitigation Strategies

  2024cites this paper
• High-Precision Main Shaft Displacement Measurement for Wind Turbines Using an Optimized Position-Sensitive Detector

  2024cites this paper
• Wind turbine gearbox multi-scale condition monitoring through operational data

  2024cites this paper