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  • Article
  • Open Access
3 Citations
2,250 Views
19 Pages

Stress Analysis of Ice Layers on Fan Rotor Blades in Aeroengines

  • Zhiyuan Xu,
  • Lifen Zhang,
  • Hailong Guo and
  • Zhenxia Liu

6 October 2024

Fan rotor blades are critical components of aeroengines. When an aircraft flies in icing conditions, ice accumulation on the fan surface may lead to periodic shedding. Severe ice shedding can cause mechanical damage to the engine, posing significant...

(This article belongs to the Special Issue Deicing and Anti-Icing of Aircraft (Volume III))
  • Article
  • Open Access
5 Citations
2,197 Views
17 Pages

Multi-Dimensional Extraction of Ice Shape and an Investigation of Its Aerodynamic Characteristics on Iced Wind Turbine Blades

  • Hongmei Cui,
  • Yonghao Li,
  • Teng Fan,
  • Yangxu Fu and ,
  • Linchao Su and
  • Xinkai Wang
  • + 1 author+ 0 author

3 March 2024

The icing of wind turbine blades can cause changes in airfoil shape, which in turn significantly reduces the aerodynamic performance and affects the power generation efficiency of a wind turbine. In this paper, the iced airfoil shape of wind turbine...

  • Article
  • Open Access
4 Citations
3,869 Views
20 Pages

Analysis of the Characteristics of Ice Accretion on the Surface of Wind Turbine Blades Under Different Environmental Conditions

  • Tingzhu Qian,
  • Dayong Zhang,
  • Chenyang Liu,
  • Xiangyi Kong and ,
  • Haiming Wen,
  • Yijia Yuan and
  • Yang Ji
  • + 2 authors+ 0 author

21 February 2025

The problem of ice accretion on wind turbine blades seriously affects the safe operation and efficiency of wind farms. In this paper, FENSAP-ICE software is adopted to conduct research on this issue. The mechanism of ice accretion on wind turbine bla...

(This article belongs to the Section Atmospheric Techniques, Instruments, and Modeling)
  • Article
  • Open Access
3 Citations
2,498 Views
18 Pages

Enhanced Analysis of Ice Accretion on Rotating Blades of Horizontal-Axis Wind Turbines Using Advanced 3D Scanning Technology

  • Zhen Lei,
  • Yuxiao Dong,
  • Qinghui Wang,
  • Hailin Li and ,
  • Yexue Han and
  • Fang Feng
  • + 1 author+ 0 author

2 August 2024

This study investigated the meteorological conditions leading to ice formation on wind turbines in a coastal mountainous area. An enhanced ice formation similarity criterion was developed for the experimental design, utilizing a scaled-down model of...

(This article belongs to the Collection Feature Paper Collection for Topic Editors and Invited Scholars in Coatings)
  • Article
  • Open Access
84 Citations
6,199 Views
15 Pages

Ice Detection Model of Wind Turbine Blades Based on Random Forest Classifier

  • Lijun Zhang,
  • Kai Liu,
  • Yufeng Wang and
  • Zachary Bosire Omariba

25 September 2018

When wind turbine blades are icing, the output power of a wind turbine tends to reduce, thus informing the selection of two basic variables of wind speed and power. Then other features, such as the degree of power deviation from the power curve fitte...

(This article belongs to the Special Issue Maintenance Management of Wind Turbines)
  • Article
  • Open Access
17 Citations
5,450 Views
18 Pages

An Experimental Study on Blade Surface De-Icing Characteristics for Wind Turbines in Rime Ice Condition by Electro-Thermal Heating

  • Xiaojuan Li,
  • Haodong Chi,
  • Yan Li,
  • Zhi Xu and ,
  • Wenfeng Guo and
  • Fang Feng
  • + 1 author+ 0 author

10 January 2024

Wind turbines in cold and humid regions face significant icing challenges. Heating is considered an efficient strategy to prevent ice accretion over the turbine’s blade surface. An ice protection system is required to minimize freezing of the r...

(This article belongs to the Special Issue Recent Developments on Functional Coatings for Industrial Applications, Volume II)
  • Article
  • Open Access
26 Citations
7,313 Views
12 Pages

Anti-Icing Performance of Hydrophobic Silicone–Acrylate Resin Coatings on Wind Blades

  • Ke Xu,
  • Jianlin Hu,
  • Xingliang Jiang,
  • Wei Meng and ,
  • Binhuan Lan and
  • Lichun Shu
  • + 1 author+ 0 author

23 April 2018

The icing of wind blades poses a serious threat to the operation of wind turbines. The application of superhydrophobic coatings on wind blades can serve as a potential anti-icing method. This study presents the findings of simulations of the icing en...

(This article belongs to the Special Issue Superhydrophobic Coatings)
  • Article
  • Open Access
6 Citations
4,408 Views
17 Pages

16 October 2024

Fan blade icing can affect efficiency and aerodynamic stability, and the shed ice may be sucked into the core of the engine, causing adverse effects or even damage to the compressor components. Ice accretion and shedding are among the key issues in e...

(This article belongs to the Section Aeronautics)
  • Article
  • Open Access
38 Citations
7,966 Views
14 Pages

Influence of Icing on the Modal Behavior of Wind Turbine Blades

  • Sudhakar Gantasala,
  • Jean-Claude Luneno and
  • Jan-Olov Aidanpää

26 October 2016

Wind turbines installed in cold climate sites accumulate ice on their structures. Icing of the rotor blades reduces turbine power output and increases loads, vibrations, noise, and safety risks due to the potential ice throw. Ice accumulation increas...

(This article belongs to the Special Issue Modeling and Simulation for Wind Turbine Loads Analysis)
  • Article
  • Open Access
17 Citations
4,651 Views
14 Pages

The Icing Characteristics of a 1.5 MW Wind Turbine Blade and Its Influence on the Blade Mechanical Properties

  • Yexue Han,
  • Zhen Lei,
  • Yuxiao Dong,
  • Qinghui Wang and ,
  • Hailin Li and
  • Fang Feng
  • + 1 author+ 0 author

19 February 2024

Ice accumulation significantly impacts the mechanical properties of wind turbine blades, affecting power output and reducing unit lifespan. This study explores the icing characteristics and their effects on a 1.5 megawatt (MW) wind turbine blade&rsqu...

(This article belongs to the Special Issue Recent Developments on Functional Coatings for Industrial Applications, Volume II)
  • Article
  • Open Access
31 Citations
4,271 Views
14 Pages

25 August 2020

Icing phenomenon is an important problem in helicopter rotor design. Conducting experiments in a cold chamber is one of the main methods used to study the law of rotor icing. The purpose of this paper was to analyze the influence of different paramet...

(This article belongs to the Section Aerospace Science and Engineering)
  • Article
  • Open Access
21 Citations
3,144 Views
15 Pages

Diagnosis of Blade Icing Using Multiple Intelligent Algorithms

  • Xiyun Yang,
  • Tianze Ye,
  • Qile Wang and
  • Zhun Tao

9 June 2020

The icing problem of wind turbine blades in northern China has a serious impact on the normal and safe operation of the unit. In order to effectively predict the icing conditions of wind turbine blades, a deep fully connected neural network optimized...

(This article belongs to the Section A: Sustainable Energy)
  • Article
  • Open Access
31 Citations
4,340 Views
15 Pages

15 February 2019

In order to research the law of rime ice accretion on different scaling blades surface, a new rime ice scaling method was proposed in this research. According to previous research, there are three kinds of ice types on blade surfaces: rime ice, glaze...

(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
  • Article
  • Open Access
6 Citations
2,623 Views
17 Pages

A Fast Simulation Method for Wind Turbine Blade Icing Integrating Physical Simulation and Statistical Analysis

  • Wei Jiang,
  • Renqiang Wen,
  • Ming Qin,
  • Guohan Zhao and ,
  • Long Ma,
  • Jun Guo and
  • Jinbo Wu
  • + 2 authors+ 0 author

20 November 2024

Simulating wind turbine blade icing quickly is important for wind farms to issue early warnings and effectively deal with the adverse effects of cold weather. However, current numerical simulation methods suffer from high computational costs and lack...

(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
  • Article
  • Open Access
2 Citations
1,470 Views
20 Pages

Estimation of Wind Turbine Blade Icing Volume Based on Binocular Vision

  • Fangzheng Wei,
  • Zhiyong Guo,
  • Qiaoli Han and
  • Wenkai Qi

27 December 2024

Icing on wind turbine blades in cold and humid weather has become a detrimental factor limiting their efficient operation, and traditional methods for detecting blade icing have various limitations. Therefore, this paper proposes a non-contact ice vo...

  • Article
  • Open Access
7 Citations
2,650 Views
18 Pages

Semi-Supervised Blade Icing Detection Method Based on Tri-XGBoost

  • Junfeng Man,
  • Feifan Wang,
  • Qianqian Li,
  • Dian Wang and
  • Yongfeng Qiu

28 January 2023

Blade icing caused by low-temperature environments results in the degradation of wind turbine power performance. As there is no obvious influence on the performance of wind turbines in the early stage of blade icing, it is difficult to detect the ear...

(This article belongs to the Section Precision Actuators)
  • Article
  • Open Access
4 Citations
2,730 Views
18 Pages

19 December 2023

Ice crystal icing occurs in jet engine compressors, which can severely degrade jet engine performance. In this study, we developed an ice crystal trajectory simulation, considering the state changes of ice crystals with a forced convection model, ind...

(This article belongs to the Special Issue Deicing and Anti-Icing of Aircraft (Volume III))
  • Review
  • Open Access
18 Citations
5,836 Views
20 Pages

Review of Data-Driven Approaches for Wind Turbine Blade Icing Detection

  • Chang Cai,
  • Jicai Guo,
  • Xiaowen Song,
  • Yanfeng Zhang and ,
  • Jianxin Wu,
  • Shufeng Tang,
  • Yan Jia,
  • Zhitai Xing and
  • Qing’an Li
  • + 4 authors+ 0 author

13 January 2023

Onshore wind turbines are primarily installed in high-altitude areas with good wind energy resources. However, in winter, the blades are easy to ice, which will seriously impact their aerodynamic performance, as well as the power and service life of...

(This article belongs to the Topic Advances in Renewable Energy Technologies and Systems Solutions)
  • Essay
  • Open Access
30 Citations
6,893 Views
22 Pages

Comprehensive Analysis of the Impact of the Icing of Wind Turbine Blades on Power Loss in Cold Regions

  • Zhenju Chuang,
  • Hui Yi,
  • Xin Chang,
  • Hongxiang Liu and ,
  • Haidian Zhang and
  • Lulin Xia
  • + 1 author+ 0 author

Blade icing often occurs on wind turbines in cold climates. Blade icing has many adverse effects on wind turbines, and the loss of output power is one of the most important effects. With the increasing emphasis on clean energy around the world, the d...

(This article belongs to the Special Issue Advances in Offshore Wind)
  • Article
  • Open Access
7 Citations
2,493 Views
9 Pages

Wind Tunnel Tests of Surface Icing Distribution on Aluminum Alloy and Carbon Fiber-Reinforced Polymer Blades for Wind Turbines

  • Weirong Lin,
  • Xuefeng Lin,
  • Chuanxi Wang,
  • Tong Wu and ,
  • Zhe Meng,
  • Anmin Cai,
  • He Shen,
  • Yan Li and
  • Fang Feng
  • + 4 authors+ 0 author

22 April 2023

In cold areas, wind turbines face ice risk. The ice accretion on the blade surface will reduce the output power of wind turbines. To explore the effect of blade material on icing distribution, the blades of aluminum and carbon fiber-reinforced polyme...

(This article belongs to the Special Issue Recent Advances in Superhydrophobic and Icephobic Surfaces)
  • Article
  • Open Access
18 Citations
3,288 Views
15 Pages

27 July 2023

Blade icing seriously affects wind turbines’ aerodynamic performance and output power. Timely and accurately predicting blade icing status is crucial to improving the economy and safety of wind farms. However, existing blade icing prediction me...

(This article belongs to the Special Issue Wind Turbine 2023)
  • Article
  • Open Access
16 Citations
4,379 Views
17 Pages

12 April 2023

Wind turbines operating in cold regions are prone to freezing in winter, which can affect their performance and safety. To resolve this situation, the development of blade anti-icing technology has attracted widespread attention. In this study, a typ...

(This article belongs to the Special Issue Recent Advances in Superhydrophobic and Icephobic Surfaces)
  • Article
  • Open Access
10 Citations
2,064 Views
24 Pages

12 August 2025

In cold regions, the power generation efficiency of wind turbines is affected by blade icing. Heavy icing on blades will change the aerodynamic configuration of the blades and can even cause blades to crack or break. Therefore, monitoring and deicing...

(This article belongs to the Topic Advances in Wind Energy Technology: 2nd Edition)
  • Article
  • Open Access
10 Citations
2,853 Views
16 Pages

22 April 2023

Icing is a common phenomenon in nature and has a serious impact on wind turbines. Anti-icing coatings have become a major focus of industrial applications and academic research. In this study, a hydrophobic nano-carbon coating was prepared from corn-...

(This article belongs to the Special Issue Recent Advances in Superhydrophobic and Icephobic Surfaces)
  • Article
  • Open Access
13 Citations
2,724 Views
15 Pages

An Experimental Study of Surface Icing Characteristics on Blade Airfoil for Offshore Wind Turbines: Effects of Chord Length and Angle of Attack

  • Dong Liang,
  • Pengyu Zhao,
  • He Shen,
  • Shengbing Yang and ,
  • Haodong Chi,
  • Yan Li and
  • Fang Feng
  • + 2 authors+ 0 author

Offshore wind turbines operating in frigid and humid climates may encounter icing on the blade surface. This phenomenon adversely impacts the aerodynamic efficiency of the turbine, consequently diminishing power generation efficacy. Investigating the...

(This article belongs to the Special Issue Recent Developments on Functional Coatings for Industrial Applications, Volume II)
  • Article
  • Open Access
217 Views
18 Pages

30 September 2026

To investigate the coupling effect of sand erosion and dynamic icing on ice adhesion strength of wind turbine blades in alpine regions, this study experimentally examines the single-factor and coupling effects of four key factors: separation temperat...

(This article belongs to the Special Issue Latest Challenges in Wind Turbine Maintenance, Operation, and Safety)
  • Article
  • Open Access
1 Citations
1,185 Views
17 Pages

19 February 2026

Offshore wind turbine blades operating in cold climates are frequently affected by surface icing, which compromises aerodynamic performance and reduces power output. To address this challenge, the present study conducted controlled icing wind tunnel...

(This article belongs to the Section Surface Characterization, Deposition and Modification)
  • Article
  • Open Access
21 Citations
4,716 Views
15 Pages

27 March 2023

Wind turbines operating in cold regions are prone to blade icing, which seriously affects their aerodynamic characteristics and safety performance. Coatings are one of the effective solutions to the icing problem on wind turbine blades. In this study...

(This article belongs to the Special Issue Recent Advances in Superhydrophobic and Icephobic Surfaces)
  • Article
  • Open Access
8 Citations
4,024 Views
11 Pages

5 February 2020

In order to solve the problem of icing on the surface of wind turbine blade, a heating system that includes a carbon fiber net (CFN) and power cables is proposed recently. When lightning strikes at the blade with a de-icing heating system, the blade...

  • Article
  • Open Access
4 Citations
3,292 Views
17 Pages

An Experimental Study on Icing on Superhydrophobic Surfaces of Wind Turbine Blades in Offshore Environments

  • Yaoyao Pei,
  • Changwei Cai,
  • Zhi Chen,
  • Wentao Li and ,
  • Henglin Xiao,
  • Changjie Li and
  • Kai Liu
  • + 2 authors+ 0 author

16 February 2025

When wind turbines operate in high-latitude offshore regions, ice accumulation on blade surfaces can severely compromise the structural safety of turbines and reduce their power generation efficiency. To mitigate the adverse effects of ice accumulati...

  • Article
  • Open Access
480 Views
31 Pages

23 June 2026

Offshore wind turbine blades in cold marine environments are exposed to low-temperature, high-humidity, and saline-droplet conditions, under which the melting behavior, interfacial sliding, and de-icing energy demand of saline ice differ from those o...

(This article belongs to the Collection Feature Paper Collection for Topic Editors and Invited Scholars in Coatings)
  • Review
  • Open Access
1 Citations
781 Views
26 Pages

10 June 2026

To meet practical needs such as anti-icing for wind turbine blades, carbon nanotube coatings (CNTCs)—known for their excellent mechanical properties, high strength, and high thermal conductivity—have emerged as a research hotspot in the f...

(This article belongs to the Special Issue Smart and Functional Coatings Advancements in Synthesis, Characterization and Application)
  • Article
  • Open Access
15 Citations
3,465 Views
19 Pages

Icing is a common physical phenomenon, and the icing of wind turbine blades can significantly affect the performance of wind turbines. Therefore, researching methods to prevent icing is of great significance, and the coating method of anti-icing is a...

(This article belongs to the Section Thin Films)
  • Review
  • Open Access
53 Citations
7,034 Views
16 Pages

Physical De-Icing Techniques for Wind Turbine Blades

  • Valery Okulov,
  • Ivan Kabardin,
  • Dmitry Mukhin,
  • Konstantin Stepanov and
  • Nastasia Okulova

16 October 2021

The review reflects physical solutions for de-icing, one of the main problems that impedes the efficient use of wind turbines for autonomous energy resources in cold regions. This topic is currently very relevant for ensuring the dynamic development...

(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
  • Article
  • Open Access
152 Views
15 Pages

The Influence of Ambient Temperature and Liquid Water Content on Electrothermal De-Icing Characteristics of a Wind Turbine Blade Airfoil

  • Weirong Lin,
  • Chuanxi Wang,
  • Ruxin Zheng,
  • Tong Wu and ,
  • Chong Jiao,
  • Ting Zhang,
  • Longqing Zhu,
  • Yubo Shao,
  • Haohui Dong and
  • Yan Li
  • + 6 authors+ 1 author

29 October 2026

Icing on wind turbine blades affects power-generation efficiency. Therefore, it is crucial to provide ice protection for wind turbine blades. This paper investigates how ambient temperature and liquid water content affect the formation and downstream...

(This article belongs to the Special Issue Smart and Functional Coatings Advancements in Synthesis, Characterization and Application)
  • Article
  • Open Access
38 Citations
4,191 Views
19 Pages

Detecting Wind Turbine Blade Icing with a Multiscale Long Short-Term Memory Network

  • Xiao Wang,
  • Zheng Zheng,
  • Guoqian Jiang,
  • Qun He and
  • Ping Xie

14 April 2022

Blade icing is one of the main problems of wind turbines installed in cold climate regions, resulting in increasing power generation loss and maintenance costs. Traditional blade icing detection methods greatly rely on dedicated sensors, such as vibr...

(This article belongs to the Collection Wind Turbines)
  • Article
  • Open Access
4 Citations
1,412 Views
13 Pages

15 August 2025

To investigate how sand erosion impacts the anti-icing performance of wind turbine blade surfaces, this study experimentally examines the individual and interactive effects of four key factors—the freezing temperature, separation temperature, s...

(This article belongs to the Section Surface Engineering for Energy Harvesting, Conversion, and Storage)
  • Review
  • Open Access
811 Views
31 Pages

22 June 2026

In cold, humid environments, even a small amount of ice accumulation on the blade surface can degrade aerodynamic performance, increase drag, induce premature stall and vibration, and raise the risks of shutdown, fatigue, and ice throw. Existing blad...

  • Article
  • Open Access
15 Citations
2,621 Views
13 Pages

The Influence of Angle of Attack on the Icing Distribution Characteristics of DU97 Blade Airfoil Surface for Wind Turbines

  • Chuanxi Wang,
  • Weirong Lin,
  • Xuefeng Lin,
  • Tong Wu and ,
  • Zhe Meng,
  • Anmin Cai,
  • Zhi Xu,
  • Yan Li and
  • Fang Feng
  • + 4 authors+ 0 author

25 January 2024

This study explores the influence of angle of attack (AOA) on the icing distribution characteristics of asymmetric blade airfoil (DU97) surfaces for wind turbines under icing conditions by numerical simulation. The findings demonstrate a consistence...

(This article belongs to the Special Issue Recent Developments on Functional Coatings for Industrial Applications, Volume II)
  • Article
  • Open Access
7 Views
35 Pages

Machine Learning Prediction of Wind Turbine Blade Icing Considering Class Imbalance

  • Ruslan V. Fedorov,
  • Yuliya E. Kuvayskova,
  • Anastasiya I. Izyurova,
  • Vladimir N. Klyachkin and
  • Andrei V. Chukalin

3 November 2026

Wind turbine blade icing is one of the most significant operational problems for wind farms in cold-climate regions, leading to substantial losses in electricity generation, increased mechanical loads, and hazardous situations. Accurate icing predict...

  • Article
  • Open Access
6 Citations
1,730 Views
22 Pages

Impact of Blade Ice Coverage on Wind Turbine Power Generation Efficiency: A Combined CFD and Wind Tunnel Study

  • Yang Ji,
  • Jinxiao Wang,
  • Haiming Wen,
  • Chenyang Liu and ,
  • Yang Liu and
  • Dayong Zhang
  • + 1 author+ 0 author

30 June 2025

This study investigates aerodynamic degradation and power loss mechanisms in iced wind turbine blades using a hybrid methodology integrating high-fidelity CFD simulations (ANSYS Fluent, FENSAP-ICE, STAR-CCM+ with SST k-ω turbulence model and sh...

(This article belongs to the Special Issue Advances in Wind Turbine Optimization and Control)
  • Article
  • Open Access
3 Citations
1,424 Views
27 Pages

Wind Tunnel Tests on Anti-Icing Performance of Wind Turbine Blade with NACA0018 Airfoil with Bio-Wax PCMS-PUR Coating

  • Zheng Sun,
  • Yiting Wang,
  • He Shen,
  • Haotian Zheng and ,
  • Hailin Li,
  • Yan Li and
  • Fang Feng
  • + 2 authors+ 0 author

7 November 2025

The increasing prominence of blade icing in wind power generation within cold regions has positioned anti-icing coating technology as a key research focus. This study synthesised phase-change microcapsules using bio-wax as the core material and isoph...

(This article belongs to the Special Issue Recent Advances in Superhydrophobic and Icephobic Surfaces, Second Edition)
  • Article
  • Open Access
6 Citations
2,132 Views
15 Pages

Short-Term Wind Turbine Blade Icing Wind Power Prediction Based on PCA-fLsm

  • Fan Cai,
  • Yuesong Jiang,
  • Wanqing Song,
  • Kai-Hung Lu and
  • Tongbo Zhu

11 March 2024

To enhance the economic viability of wind energy in cold regions and ensure the safe operational management of wind farms, this paper proposes a short-term wind turbine blade icing wind power prediction method that combines principal component analys...

(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
  • Article
  • Open Access
26 Citations
9,114 Views
21 Pages

7 February 2017

Structures vibrate with their natural frequencies when disturbed from their equilibrium position. These frequencies reduce when an additional mass accumulates on their structures, like ice accumulation on wind turbines installed in cold climate sites...

(This article belongs to the Special Issue Wind Turbine 2017)
  • Article
  • Open Access
5 Citations
3,388 Views
17 Pages

22 January 2025

With the advancement of science and technology, wind power generation has been widely adopted globally. However, ice accretion severely limits the operational efficiency and structural safety of wind turbines in cold regions, while existing research...

  • Article
  • Open Access
23 Citations
5,626 Views
15 Pages

Risk Assessment and Value of Action Analysis for Icing Conditions of Wind Turbines Close to Highways

  • Sima Rastayesh,
  • Lijia Long,
  • John Dalsgaard Sørensen and
  • Sebastian Thöns

10 July 2019

The paper presents research results from the Marie Skłodowska-Curie Innovative Training Network INFRASTAR in the field of reliability approaches for decision-making for wind turbines and bridges. This paper addresses the application of Bayesian decis...

(This article belongs to the Special Issue Probabilistic Methods for Design and Planning of Operation and Maintenance of Wind Turbines)
  • Article
  • Open Access
546 Views
21 Pages

3 September 2026

As de-icing and anti-icing blade heating systems for wind turbines continue to mature, operators have developed a clearer understanding of both their benefits and their limitations. This growing operational experience has increased the need for warra...

(This article belongs to the Topic Overcoming Challenges for Renewable Energy in Cold Climates)
  • Review
  • Open Access
164 Citations
27,566 Views
31 Pages

A Comprehensive Analysis of Wind Turbine Blade Damage

  • Dimitris Al. Katsaprakakis,
  • Nikos Papadakis and
  • Ioannis Ntintakis

20 September 2021

The scope of this article is to review the potential causes that can lead to wind turbine blade failures, assess their significance to a turbine’s performance and secure operation and summarize the techniques proposed to prevent these failures and el...

  • Article
  • Open Access
17 Citations
6,730 Views
28 Pages

Predicting Rotor Heat Transfer Using the Viscous Blade Element Momentum Theory and Unsteady Vortex Lattice Method

  • Abdallah Samad,
  • Gitsuzo B. S. Tagawa,
  • François Morency and
  • Christophe Volat

Calculating the unsteady convective heat transfer on helicopter blades is the first step in the prediction of ice accretion and the design of ice-protection systems. Simulations using Computational Fluid Dynamics (CFD) successfully model the complex...

(This article belongs to the Special Issue Deicing and Anti-Icing of Aircraft)
  • Article
  • Open Access
52 Citations
5,157 Views
15 Pages

An Imbalance Fault Detection Algorithm for Variable-Speed Wind Turbines: A Deep Learning Approach

  • Jianjun Chen,
  • Weihao Hu,
  • Di Cao,
  • Bin Zhang and ,
  • Qi Huang,
  • Zhe Chen and
  • Frede Blaabjerg
  • + 2 authors+ 0 author

18 July 2019

Wind power penetration has increased rapidly in recent years. In winter, the wind turbine blade imbalance fault caused by ice accretion increase the maintenance costs of wind farms. It is necessary to detect the fault before blade breakage occurs. Pr...

(This article belongs to the Special Issue Maintenance Management of Wind Turbines)

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