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  • Article
  • Open Access
6 Citations
3,573 Views
33 Pages

Ice Accretion: Image Post-Processing Measurement Techniques for 2D Ice Shapes

  • Adriana Enache,
  • Joachim Wallisch,
  • Jeroen van Beeck,
  • Patrick Hendrick and
  • Richard Hann

Ice accretion poses substantial safety hazards for the manned and unmanned aviation industries. Its study is essential for icing events risk assessment and for the development of efficient ice protection systems. The existing ice accretion measuremen...

  • Article
  • Open Access
25 Citations
5,828 Views
14 Pages

A New Ice Accretion Model for Aircraft Icing Based on Phase-Field Method

  • Hao Dai,
  • Chunling Zhu,
  • Huanyu Zhao and
  • Senyun Liu

19 June 2021

Aircraft icing presents a serious threat to the aerodynamic performance and safety of aircraft. The numerical simulation method for the accurate prediction of icing shape is an important method to evaluate icing hazards and develop aircraft icing pro...

  • Article
  • Open Access
1 Citations
2,971 Views
12 Pages

Experimental Study on Ice Accretion of Aviation Jet Fuel Tube

  • Chengxiang Zhu,
  • Jingxin Wang,
  • Qingyong Bian,
  • Chunyang Liu,
  • Ning Zhao and
  • Chunling Zhu

26 December 2022

Ice accretion on the inner surface of a fuel tube can fall off and potentially block the filters and small orifices, which thereby restricts the fuel flow to the engines during the long flying of the aircraft in cold conditions. This might cause the...

  • Article
  • Open Access
25 Citations
5,695 Views
17 Pages

Evaluation of Functionalized Coatings for the Prevention of Ice Accretion by Using Icing Wind Tunnel Tests

  • Pedro J. Rivero,
  • Rafael J. Rodriguez,
  • Silvia Larumbe,
  • María Monteserín,
  • Francisco Martín,
  • Amador García,
  • Carolina Acosta,
  • María José Clemente,
  • Paloma García and
  • Alina Agüero
  • + 1 author

30 June 2020

Ice accretion presents serious safety issues, as airplanes are exposed to supercooled water droplets both on the ground and while flying through clouds in the troposphere. Prevention of icing is a main concern for both developers and users of aircraf...

  • Article
  • Open Access
2 Citations
1,308 Views
23 Pages

The Influence of Ice Accretion on the Thermodynamic Performance of a Scientific Balloon: A Simulation Study

  • Qiang Liu,
  • Lan He,
  • Yanchu Yang,
  • Kaibin Zhao,
  • Tao Li,
  • Rongchen Zhu and
  • Yanqing Wang

31 October 2024

A scientific balloon is the ideal platform for carrying out long-duration missions for scientific research in the stratosphere. However, when a scientific balloon ascends through icy clouds and reaches supercooled droplets, there is a risk of ice acc...

  • Article
  • Open Access
10 Citations
2,781 Views
18 Pages

29 December 2023

Ice accretion on wind turbine blades can significantly impact their aerodynamic performance, increasing additional load and reducing power generation. This paper utilizes numerical simulation to predict the cross-section at the blade tip of a small w...

  • Article
  • Open Access
4 Citations
2,278 Views
13 Pages

Influence of Ice Accretion on Stratospheric Airship in the Non-Forming Ascending Process

  • Chenrui Fu,
  • Ming Zhu,
  • Yang Ding,
  • Ping Tian,
  • Mengyu Huang,
  • Dongxu Liu and
  • Da Zhao

22 September 2022

Ice accretion on stratospheric airships, which affects the net buoyancy and reduces the ascent speed, thereby leading to component failure and further necessitating flight termination, has received considerable attention. In this study, the formation...

  • Article
  • Open Access
3 Citations
2,261 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,
  • Haiming Wen,
  • Yijia Yuan and
  • Yang Ji

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...

  • Article
  • Open Access
12 Citations
2,912 Views
26 Pages

14 October 2020

Pipeline suspension bridges may experience ice accretion under special atmospheric conditions, and the aerodynamic characteristics of the bridges may be modified by the ice accretion. Under some specific climatic conditions of freezing rain, the depe...

  • Article
  • Open Access
715 Views
20 Pages

A Rapid Prediction Model of Three-Dimensional Ice Accretion on Rotorcraft in Hover Flight

  • Weibin Li,
  • Fan Liu,
  • Dazhi Zhao,
  • Xingda Cui,
  • Zhongyun Xiao and
  • Kaicheng Li

3 September 2025

Helicopters often operate at altitudes where cloud activity is prevalent, making them susceptible to icing hazards. Accurate and rapid prediction of ice accretion on rotors is crucial for expanding helicopter flight capabilities and enhancing flight...

  • Review
  • Open Access
6 Citations
4,395 Views
21 Pages

Surface Roughness in RANS Applied to Aircraft Ice Accretion Simulation: A Review

  • Kevin Ignatowicz,
  • François Morency and
  • Héloïse Beaugendre

15 October 2023

Experimental and numerical fluid dynamics studies highlight a change of flow structure in the presence of surface roughness. The changes involve both wall heat transfer and skin friction, and are mainly restricted to the inner region of the boundary...

  • Article
  • Open Access
390 Views
17 Pages

25 December 2025

During late December 2021, an ice accretion disaster occurred in North Xinjiang, especially in the western part. It is found that the meteorological conditions suitable for the occurrence of ice accretion disasters are when the temperature is between...

  • Article
  • Open Access
6 Citations
2,249 Views
20 Pages

Numerical Simulation of Roughness Effects of Ice Accretion on Wind Turbine Airfoils

  • Khaled Yassin,
  • Hassan Kassem,
  • Bernhard Stoevesandt,
  • Thomas Klemme and
  • Joachim Peinke

1 November 2022

One of the emerging problems in modern computational fluid dynamics is the simulation of flow over rough surfaces. A good example of these rough surfaces is wind turbine blades with ice formation on its leading edge. Instead of resolving the airflow...

  • Review
  • Open Access
41 Citations
9,129 Views
23 Pages

28 March 2022

Ice accretion on commercial aircraft operating at high Reynolds numbers has been extensively studied in the literature, but a direct transformation of these results to an Unmanned Aerial Vehicle (UAV) operating at low Reynolds numbers is not straight...

  • Article
  • Open Access
13 Citations
6,065 Views
20 Pages

Sensitivity Study of Ice Accretion Simulation to Roughness Thermal Correction Model

  • Kevin Ignatowicz,
  • François Morency and
  • Héloïse Beaugendre

The effects of atmospheric icing can be anticipated by Computational Fluid Dynamics (CFD). Past studies show that the convective heat transfer influences the ice accretion and is itself a function of surface roughness. Uncertainty quantification (UQ)...

  • Review
  • Open Access
38 Citations
6,490 Views
26 Pages

Ice accretion on rotary-wing unmanned aerial vehicles (RWUAVs) needs to be studied separately from the fixed-wing UAVs because of the additional flow complexities induced by the propeller rotation. The aerodynamics of rotatory wings are extremely cha...

  • Article
  • Open Access
4 Citations
2,572 Views
14 Pages

Numerical Research of an Ice Accretion Delay Method by the Bio-Inspired Leading Edge

  • Xiaogang Xu,
  • Tianbo Wang,
  • Yifan Fu,
  • Yang Zhang and
  • Gang Chen

30 November 2022

The accumulation of ice on aircraft is a typical meteorological issue. The ice accretion on the wing’s leading edge can cause an earlier stall and significantly increase the safety risks. Because the equivalent shape of the wing will change bas...

  • Article
  • Open Access
354 Views
33 Pages

Influence of Wake Flow on the Ice Accretion Morphology and Distribution of Twin-Cylinder Structures

  • Lingxin Tang,
  • Xu Bai,
  • Daolei Wu,
  • Yukui Tian,
  • Xuhao Gang and
  • Baolong Lin

6 December 2025

Ice accretion on arctic vessels and offshore platforms poses serious threats to navigation and operational safety. Existing research has primarily focused on isolated structures. This study employs a combined approach of numerical simulation and expe...

  • Article
  • Open Access
3 Citations
2,158 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
10 Citations
4,548 Views
18 Pages

Development of a Novel Multi-Channel Thermocouple Array Sensor for In-Situ Monitoring of Ice Accretion

  • Luke Rieman,
  • Erdogan Guk,
  • Taeseong Kim,
  • Chankyu Son and
  • Jung-Sik Kim

11 April 2020

A test was performed to determine the efficacy of a novel multi-channel thermocouple temperature sensor employing “N+1” array architecture for the in-situ detection of icing in cold climates. T-type thermoelements were used to fabricate a...

  • Article
  • Open Access
44 Citations
6,160 Views
23 Pages

20 March 2020

Weather hazards, in particular icing conditions, are an important contributing factor in aviation accidents and incidents worldwide. Many different anti-icing strategies are currently being explored to find suitable long-lasting solutions, such as su...

  • Article
  • Open Access
13 Citations
3,428 Views
13 Pages

9 October 2018

Icing degree in the severe icing regions for years is an important factor considered in the anti-icing design of transmission lines. However, there is currently no normalized characterization method for the icing degree of transmission lines, which c...

  • Article
  • Open Access
2 Citations
2,741 Views
19 Pages

21 December 2023

Ice accretion is inevitable on fix-wing UAVs (unmanned aerial vehicles) when they are applied to surveillance and mapping over colder climates and arctic regions. Subsequent aerodynamic profile changes have caused the current interest in the better p...

  • Article
  • Open Access
16 Citations
2,673 Views
20 Pages

21 April 2023

The formation of ice on nacelle causes the reduction or loss of aerodynamic performance, fuel consumption increases, reduced thrust, and the ingestion of ice, which can damage the engine. The piccolo tube anti-icing employed as an active ice protecti...

  • Article
  • Open Access
38 Citations
21,282 Views
22 Pages

Ecology of Subglacial Lake Vostok (Antarctica), Based on Metagenomic/Metatranscriptomic Analyses of Accretion Ice

  • Scott O. Rogers,
  • Yury M. Shtarkman,
  • Zeynep A. Koçer,
  • Robyn Edgar,
  • Ram Veerapaneni and
  • Tom D'Elia

28 March 2013

Lake Vostok is the largest of the nearly 400 subglacial Antarctic lakes and has been continuously buried by glacial ice for 15 million years. Extreme cold, heat (from possible hydrothermal activity), pressure (from the overriding glacier) and dissolv...

  • Article
  • Open Access
18 Citations
5,747 Views
29 Pages

11 April 2019

Marine icing is considered a major concern for vessels operating in the Arctic Ocean. Interaction between vessels and waves is the major source of sea spray that, under certain conditions, can lead to ice accretion on the vessels and thus create haza...

  • Review
  • Open Access
40 Citations
8,582 Views
26 Pages

Review of Wind Turbine Icing Modelling Approaches

  • Fahed Martini,
  • Leidy Tatiana Contreras Montoya and
  • Adrian Ilinca

23 August 2021

When operating in cold climates, wind turbines are vulnerable to ice accretion. The main impact of icing on wind turbines is the power losses due to geometric deformation of the iced airfoils of the blades. Significant energy losses during the wind f...

  • Article
  • Open Access
1 Citations
2,620 Views
19 Pages

Development of an Analytic Convection Model for a Heated Multi-Hole Probe for Aircraft Applications

  • Pablo Nieto Muro,
  • Florian M. Heckmeier,
  • Sean Jenkins and
  • Christian Breitsamter

16 September 2021

Ice accretion or icing is a well-known phenomenon that entails a risk for the correct functioning of an aircraft. One of the areas more vulnerable to icing is the air data measuring system. This paper studies the icing protection offered by a heating...

  • Article
  • Open Access
17 Citations
6,081 Views
29 Pages

11 January 2023

The design of efficient thermal ice protection systems is a challenging task as these systems operate in complex environments involving several coupled physical phenomena such as phase change, boundary-layer flow, and heat transfer. Moreover, certifi...

  • Article
  • Open Access
27 Citations
7,238 Views
15 Pages

Numerical Simulation of the Anti-Icing Performance of Electric Heaters for Icing on the NACA 0012 Airfoil

  • Sho Uranai,
  • Koji Fukudome,
  • Hiroya Mamori,
  • Naoya Fukushima and
  • Makoto Yamamoto

27 August 2020

Ice accretion is a phenomenon whereby super-cooled water droplets impinge and accrete on wall surfaces. It is well known that the icing may cause severe accidents via the deformation of airfoil shape and the shedding of the growing adhered ice. To pr...

  • Article
  • Open Access
1,643 Views
20 Pages

8 November 2023

Based on the numerical method, the effects of synthetic jet control (SJC) on the aerodynamic characteristics of iced airfoils are systematically analyzed for the first time. First, an analysis method for the airfoil flowfield under SJC in icing condi...

  • Article
  • Open Access
1,039 Views
24 Pages

29 September 2025

Ice accretion (icing) on aircraft surfaces is a significant safety risk through airfoil shape modification and reduction in aerodynamic efficiency. This process occurs when an aircraft flies through clouds of supercooled water droplets that freeze up...

  • Feature Paper
  • Article
  • Open Access
5 Citations
2,977 Views
24 Pages

9 April 2024

The operational regime of Unmanned Aerial Vehicles (UAVs) is distinguished by the dominance of laminar flow and the flow field is characterized by the appearance of Laminar Separation Bubbles (LSBs). Ice accretion on the leading side of the airfoil l...

  • Article
  • Open Access
410 Views
18 Pages

The safe and stable operation of ultra-high-voltage (UHV) transmission lines is fundamental to ensuring efficient and large-capacity power delivery. Critical fittings, as essential load-bearing components connecting towers, conductors, and insulator...

  • Article
  • Open Access
1,220 Views
20 Pages

16 June 2025

Long-term shutdowns caused by ice formation on wind turbine blades can lead to significant power generation losses, a persistent issue for wind farm operators. The rapid acquisition of ice mass and thickness on blades under actual meteorological cond...

  • Article
  • Open Access
9 Citations
5,790 Views
11 Pages

Modeling Water Droplet Freezing and Collision with a Solid Surface

  • Doston Shayunusov,
  • Dmitry Eskin,
  • Boris V. Balakin,
  • Svyatoslav Chugunov,
  • Stein Tore Johansen and
  • Iskander Akhatov

16 February 2021

Water droplets released from the sea surface represent one of the major causes of ice accretion on marine vessels. A one-dimensional model of the freezing of a spherical water droplet moving in cold air was developed. The crystallization model allows...

  • Article
  • Open Access
10 Citations
4,119 Views
19 Pages

In the history of civil aircraft transportation, ice formation has been identified as a key factor in the safety of flight. Anti-icing and deicing systems have emerged through the years with the aim to prevent or to eliminate ice formation on wing ai...

  • Article
  • Open Access
4 Citations
2,747 Views
15 Pages

Long-Term Freezing Temperatures Frequency Change Effect on Wind Energy Gain (Eurasia and North America, 1950–2019)

  • Maddi Aizpurua-Etxezarreta,
  • Sheila Carreno-Madinabeitia,
  • Alain Ulazia,
  • Jon Sáenz and
  • Aitor Saenz-Aguirre

The persistent freezing conditions in cold regions are the cause of ice accretion on mechanical and instrumental elements of wind turbines. Consequently, remarkable Annual Energy Production (AEP) losses are prone to occur in those wind farms. Followi...

  • Article
  • Open Access
7 Citations
3,517 Views
18 Pages

Study on Loose-Coupling Methods for Aircraft Thermal Anti-Icing System

  • Xiaobin Shen,
  • Qi Guo,
  • Guiping Lin,
  • Yu Zeng and
  • Zhongliang Hu

20 March 2020

To simulate aircraft thermal anti-icing systems and solve the conjugate heat transfer of air-droplet flow and solid skin, the heat and mass transfer model of the runback water on the anti-icing surface was combined with the heat conduction equation o...

  • Article
  • Open Access
8 Citations
2,245 Views
26 Pages

Computational Investigation of the Water Droplet Effects on Shapes of Ice on Airfoils

  • Andrey Kozelkov,
  • Nikolay Galanov,
  • Ilya Semenov,
  • Roman Zhuchkov and
  • Dmitry Strelets

23 October 2023

The paper presents the results of studying the effects of droplet diameters on the NACA0012 airfoil ice accretion, which have been obtained in the 3D numerical simulation of icing. To simulate the motion of water droplets as a multiphase medium, the...

  • Article
  • Open Access
6 Citations
4,663 Views
17 Pages

18 August 2020

The icing environment is an important threat to aircraft flight safety. In this work, the icing index is calculated using linear interpolation and based on temperature and relative humidity (RH) curves obtained from radiosonde observations in China....

  • Article
  • Open Access
3 Citations
1,400 Views
16 Pages

Thermal Characterization of Ceramic Composites for Optimized Surface Dielectric Barrier Discharge Plasma Actuators

  • Kateryna O. Shvydyuk,
  • Frederico F. Rodrigues,
  • João Nunes-Pereira,
  • José C. Páscoa and
  • Abílio P. Silva

6 March 2025

Ice accretion is a significant drawback in an aircraft’s and wind turbine’s aerodynamic performance in cold climate weather. Plasma actuators are an attractive technology for ice removal; however, dielectric barriers are typically restric...

  • Feature Paper
  • Article
  • Open Access
5 Citations
2,561 Views
18 Pages

An Experimental Study on Ice Accretion under Bridge Cable in Different Conditions

  • Wentao Li,
  • Zhiyuan Geng,
  • Henglin Xiao,
  • Yaoyao Pei and
  • Kang Yang

21 March 2023

The ice accumulation on the surface of the stay cable of the bridge is a frequently identified problem that threatens the safety of bridge traffic. Therefore, it is important to investigate the ice accumulation on the stay cable under different condi...

  • Article
  • Open Access
1 Citations
2,052 Views
18 Pages

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...

  • Article
  • Open Access
5 Citations
4,000 Views
14 Pages

Evaluation of Anti-Icing Performance for an NACA0012 Airfoil with an Asymmetric Heating Surface

  • Koji Fukudome,
  • Yuki Tomita,
  • Sho Uranai,
  • Hiroya Mamori and
  • Makoto Yamamoto

12 October 2021

Heating devices on airfoil surfaces are widely used as an anti-icing technology. This study investigated the aerodynamic performance with a static heating surface based on the modified extended Messinger model. The predicted ice shape was validated t...

  • Article
  • Open Access
3 Citations
2,883 Views
30 Pages

27 September 2024

This paper aims to investigate phenomena that are related to SLD conditions in aircraft icing including gravity, non-spherical droplets, droplet breakup and droplet splash using an in-house computational tool. The in-house computational tool involves...

  • Article
  • Open Access
3 Citations
3,190 Views
23 Pages

17 August 2020

In-cloud ice mass accretion on wind turbines is a common challenge that is faced by energy companies operating in cold climates. On-shore wind farms in Scandinavia are often located in regions near patches of forest, the heterogeneity length scales o...

  • Article
  • Open Access
2 Citations
2,896 Views
14 Pages

31 October 2022

Salt marshes are vulnerable to sea-level rise, sediment deficits, and storm impacts. To remain vertically resilient, salt marshes must accrete sediment at rates greater or equal to sea-level rise. Ice-rafted debris (IRD), sediment that has been moved...

  • Article
  • Open Access
16 Citations
4,381 Views
22 Pages

30 December 2022

Ice accretion on an aircraft affects the aerodynamic performance of the wings by disrupting the airflow, increasing drag, and altering its flight characteristics, leading to a main or tail wing-stall and altimetry to aircraft loss. The current genera...

  • Article
  • Open Access
10 Citations
4,502 Views
15 Pages

A Wind Tunnel Experimental Study of Icing on NACA0012 Aircraft Airfoil with Silicon Compounds Modified Polyurethane Coatings

  • Bartlomiej Przybyszewski,
  • Rafal Kozera,
  • Zuzanna D. Krawczyk,
  • Anna Boczkowska,
  • Ali Dolatabadi,
  • Adham Amer,
  • Bogna Sztorch and
  • Robert E. Przekop

29 September 2021

Ice formation on the aerodynamic surfaces of an aircraft is regarded as a major problem in the aerospace industry. Ice accumulation may damage parts, sensors and controllers and alter the aerodynamics of the airplane, leading to a range of undesired...

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