Articles | Volume 8, issue 7
https://doi.org/10.5194/wes-8-1071-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wes-8-1071-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Grand challenges in the design, manufacture, and operation of future wind turbine systems
National Renewable Energy Laboratory, Golden, CO 80401, USA
Carlo L. Bottasso
Wind Energy Institute, Technical University of Munich, 85748 Garching bei München, Germany
Lance Manuel
Department of Civil, Architectural and Environmental Engineering, University of Texas, Austin, TX 78712, USA
Jonathan Naughton
Department of Mechanical Engineering and Wind Energy Research Center, University of Wyoming, Laramie, WY 82071-2000, USA
Lucy Pao
Electrical, Computer, and Energy Engineering, University of Colorado, and Renewable and Sustainable Energy Institute, Boulder, CO 80309-0425, USA
Joshua Paquette
Sandia National Laboratories, Albuquerque, NM 87185, USA
Amy Robertson
National Renewable Energy Laboratory, Golden, CO 80401, USA
Michael Robinson
National Renewable Energy Laboratory, Golden, CO 80401, USA
Shreyas Ananthan
Siemens Gamesa Renewable Energy, Inc., Orlando, FL 32826, USA
Thanasis Barlas
Department of Wind and Energy Systems, Technical University of Denmark, Roskilde, 4000, Denmark
Alessandro Bianchini
Department of Industrial Engineering, Università degli Studi di Firenze, 50139 Florence, Italy
Henrik Bredmose
Department of Wind and Energy Systems, Technical University of Denmark, Roskilde, 4000, Denmark
Sergio González Horcas
Department of Wind and Energy Systems, Technical University of Denmark, Roskilde, 4000, Denmark
Jonathan Keller
National Renewable Energy Laboratory, Golden, CO 80401, USA
Helge Aagaard Madsen
Department of Wind and Energy Systems, Technical University of Denmark, Roskilde, 4000, Denmark
James Manwell
Department of Mechanical and Industrial Engineering, University of Massachusetts, Amherst, MA 01003, USA
Patrick Moriarty
National Renewable Energy Laboratory, Golden, CO 80401, USA
Stephen Nolet
TPI Composites, Warren, RI 02885, USA
Jennifer Rinker
Department of Wind and Energy Systems, Technical University of Denmark, Roskilde, 4000, Denmark
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145 citations as recorded by crossref.
- Hyperparameter tuning framework for calibrating analytical wake models using SCADA data of an offshore wind farm D. van Binsbergen et al.
- Unlocking the Potential of Digital Twins for a Greener Grid: Applications for the whole range of the electric power system P. Chongfuangprinya et al.
- Wind speed prediction for hybrid-based energy integration . Suwarno et al.
- Estimation of Short-Term Power of Wind Turbines Using Artificial Neural Network (ANN) and Swarm Intelligence K. Ateş
- Ranking multi-fidelity model performances in reproducing internal and external wake impacts at neighbouring offshore wind farms S. Freitas et al.
- Wear performance evaluation of journal bearings in wind turbine gearbox K. Zhang et al.
- Study and Quantitative Analysis of Mode Localization in Wind Turbine Blades T. Jiang et al.
- Introduction of the virtual center of wind pressure for correlating large-scale turbulent structures and wind turbine loads C. Schubert et al.
- Offshore renewable energies: exploring floating modular energy islands—materials, construction technologies, and life cycle assessment E. Marino et al.
- Integrated preventive–proactive–reactive offshore wind farms maintenance planning G. Bocewicz et al.
- A full-coupled free vortex solver for floating offshore wind turbine: Aerodynamic performance and motion response analysis Z. Wang et al.
- Innovative Bézier-based parametric and CFD modeling framework for the optimization of Archimedes Screw Turbines in decentralized hydropower C. Sayaghi et al.
- An open database of high-fidelity, multi-Reynolds airfoil polars for wind turbine blade design F. Papi et al.
- Experimental comparison of induction control methods for wind farm power maximization on a scaled two-turbine setup D. Van Der Hoek et al.
- Design optimisation of an open-source reference rotor library for multi-rotor development and innovation A. Sheik Hassan et al.
- Control Co-Design of Wind Turbines L. Pao et al.
- Precursor Damage Quantification in Composite Structures Using Coda Wave Interferometry and Nonlinear Ultrasonics H. Ahmed et al.
- High-fidelity simulations of airfoil vortex-induced vibrations: from 2D to blade-like aspect ratios R. Fernandez-Aldama et al.
- Effect of mooring failure and wind-wave misalignment on semi-submersible FOWT platform equipped with a novel primary-secondary mooring system Z. Que et al.
- Numerical Assessment of Steady-State RANS Models for Predicting Boundary-Layer Transition, Separation, and Wake Characteristics of Horizontal-Axis Wind Turbines A. Bouhelal et al.
- Are vertical-axis wind turbines a scientific mirage or the future of offshore wind energy? A critical perspective a century after Darrieus’ patent A. Bianchini et al.
- Comparison of measured and simulated fatigue loads on a multi-megawatt wind turbine A. Patel et al.
- Direct integration of non-axisymmetric Gaussian wind-turbine wake including yaw and wind-veer effects K. Ali et al.
- Integrated Analytical and Finite Element-Based Modelling, Manufacturing, and Characterisation of Vacuum-Infused Thermoplastic Composite Laminates Cured at Room Temperature V. Beber et al.
- On the characteristics of the wake of a wind turbine undergoing large motions caused by a floating structure: an insight based on experiments and multi-fidelity simulations from the OC6 project Phase III S. Cioni et al.
- An efficient reduced-order modeling framework for spatiotemporal aerodynamic damping in flexible wind turbine blades H. Wu et al.
- Experimental Investigation of a Small-Scale Helical Savonius Vertical-Axis Wind Turbine for Low-Wind Regions: Performance, Feasibility, and Scaling Analysis M. Hasan et al.
- Vibration-Based Predictive Maintenance for Wind Turbines: A PRISMA-Guided Systematic Review on Methods, Applications, and Remaining Useful Life Prediction C. Constantino-Robles et al.
- Winds of Progress: An In-Depth Exploration of Offshore, Floating, and Onshore Wind Turbines as Cornerstones for Sustainable Energy Generation and Environmental Stewardship S. Khan Afridi et al.
- The influence of wind veer and drivetrain flexibility on fatigue loading for large floating wind turbines V. Krathe et al.
- Maximizing the cost effectiveness of electric power generation through the integration of distributed generators: wind, hydro and solar power I. Idoko et al.
- An experimental investigation of the effects of a boundary layer inflow on the wake characteristics of a model wind turbine and a porous disk B. Öztürk et al.
- The KAN-MHA model: A novel physical knowledge based multi-source data-driven adaptive method for airfoil flow field prediction S. Yang et al.
- An unsupervised learning framework for health diagnosis by incorporating multiscale data L. Fang et al.
- Improving Floating Offshore Wind Farm Flow Control With Scalable Model-Based Deep Reinforcement Learning M. Mei et al.
- A Comprehensive Review of Machine Learning Models for Optimizing Wind Power Processes C. Rosca & A. Stancu
- Multi-Objective Performance Enhancement of Offshore Wind Turbines Through Planning Controller Parameter: A ‘Plan-Control’ Hierarchical Controller S. Zheng et al.
- Enabling self calibration for the wind turbine digital twin: a blending-function learning algorithm Y. Liu et al.
- Accuracy assessment of Beddoes-Leishman and IAG dynamic stall models for wind turbine applications O. Mohamed et al.
- TPDNet: A point cloud data denoising method for offshore drilling platforms and its application C. Ran et al.
- A Data-Driven Evaluation Method for Tunnel Rock Stability Based on Multi-Core Support Vector Regression Y. Liu et al.
- Multi-rotor wind turbines: A review of modern research efforts and challenges A. Sheik Hassan et al.
- Numerical Study of the Induced Flow Disturbances on the Aerodynamic Performance of NACA 65-421 Airfoil O. Badran et al.
- Data assimilation of generic boundary layer flows for wind turbine applications – an LES study L. Wrba et al.
- A comprehensive review of topology optimization for wind turbine structural components: methods, applications, and experimental validations S. Vetal et al.
- Life cycle external cost assessment of an onshore wind farm in South Africa H. Auwal Ibrahim & G. Thopil
- Critical overview of vertical-axis wind turbine blades: design, simulation, and manufacturing M. Feyzi & A. Zanj
- The Beddoes-Leishman dynamic stall model: Critical aspects in implementation and calibration P. Melani et al.
- Nonlinear dynamic response of long flexible wind turbine blades based on intrinsic geometrically exact theory Z. Wang et al.
- Advancing Wind Energy Efficiency: A Systematic Review of Aerodynamic Optimization in Wind Turbine Blade Design A. Firoozi et al.
- DLC-Organized Tower Base Forces and Moments for the IEA-15 MW on a Jack-up-Type Support (K-Wind): Integrated Analyses and Cross-Code Verification J. Sung et al.
- Control-Oriented Data-Driven Modelling of Wind Turbine Blade Dynamics Using ERA-OKID S. Panda et al.
- Numerical modelling and simulation analysis of wind blades: a critical review I. Alrowwad et al.
- Analyzing the Physical Mechanisms of Aerodynamic Damping in Wind Turbine Blade Vibrations via Numerical Simulation N. Yates et al.
- Energy capture efficiency enhancement for PMVG based-wind turbine systems through yaw control using wind direction prediction A. Abdul Basheer et al.
- Efficient Algorithm Design for FM Digital Signal Processors: Challenges and Solutions O. Ayeoribe
- An aerodynamic measurement system to improve the efficiency of wind turbine rotor blades J. Deparday et al.
- Non-proportionality analysis of multi-axial fatigue stress histories in trailing edge adhesive joints of wind turbine rotor blades C. Balzani & P. Noever Castelos
- New method to characterize aerodynamic flow state around wind turbine blades D. Voisin et al.
- Tuning the Actuator Line Method to Properly Modelling Tip Effects in Finite-Length Blades P. Melani et al.
- Deniz Üzeri Rüzgâr Enerjisi Bibliyometrik Analizi: Öncelikli Araştırma Alanları ve Gelişen Eğilimler E. Özkan Aksu & C. Gencer
- Analyzing the impact of aeroelastic model fidelity on control co-design optimization of floating offshore wind turbines R. Behrens de Luna et al.
- Six-component load reconstruction for offshore wind turbine blades considering deformation-induced additional moments B. Wang et al.
- Wind Turbine Rotor Design Using High-Fidelity Aerostructural Optimization M. Mangano et al.
- rlaNet: A Residual Convolution Nested Long-Short-Term Memory Model with an Attention Mechanism for Wind Turbine Fault Diagnosis R. Sun et al.
- Comparative analysis of onshore, offshore, and floating wind turbines for renewable energy systems: A review M. Koondhar et al.
- Risks and Challenges of Oversized Transport in the Energy Industry D. Masłowski et al.
- A review of ballistic impact behavior and multiscale simulation of composite laminates in wind turbine blades J. Liu et al.
- How does turbulence affect wake development in floating wind turbines? Some insights from comparative large-eddy simulations and wind tunnel experiments L. Pagamonci et al.
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Saved (final revised paper)
Latest update: 04 May 2026
Short summary
Critical unknowns in the design, manufacturing, and operation of future wind turbine and wind plant systems are articulated, and key research activities are recommended.
Critical unknowns in the design, manufacturing, and operation of future wind turbine and wind...
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