Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils–A 0–1 Test Approach

Airfoils have their respective applications in almost every engineering field ranging from wind turbine blades, aircraft, and cooling fans to sophisticated electronic components. Thus, the flow over the airfoils is of primary focus to engineers in developing appropriate applications to meet the curr...

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Main Authors: S. Nadaraja Pillai, Aakhash Sundaresan, R. Gopal, S. B. M. Priya, Amjad Ali Pasha, Abdul Zubar Hameed, Abdul Gani Abdul Jameel, V. Mahendra Reddy, Khalid A. Juhany
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9509433/
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spelling doaj-63a54f4e3f454d73a7bcf591d3abe90d2021-08-20T23:00:29ZengIEEEIEEE Access2169-35362021-01-01911444111445610.1109/ACCESS.2021.31035809509433Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils&#x2013;A 0&#x2013;1 Test ApproachS. Nadaraja Pillai0https://orcid.org/0000-0001-7827-3605Aakhash Sundaresan1R. Gopal2S. B. M. Priya3Amjad Ali Pasha4https://orcid.org/0000-0003-1750-4574Abdul Zubar Hameed5https://orcid.org/0000-0003-2219-4814Abdul Gani Abdul Jameel6V. Mahendra Reddy7Khalid A. Juhany8https://orcid.org/0000-0002-5612-0605Turbulence and Flow Control Laboratory, School of Mechanical Engineering, SASTRA Deemed University, Thanjavur, Tamil Nadu, IndiaTurbulence and Flow Control Laboratory, School of Mechanical Engineering, SASTRA Deemed University, Thanjavur, Tamil Nadu, IndiaCentre for Nonlinear Science and Engineering, School of Electrical and Electronics Engineering, SASTRA Deemed University, Thanjavur, Tamil Nadu, IndiaSchool of Electrical and Electronics Engineering, SASTRA Deemed University, Thanjavur, Tamil Nadu, IndiaAerospace Engineering Department, King Abdulaziz University, Jeddah, Saudi ArabiaDepartment of Industrial Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi ArabiaDepartment of Chemical Engineering, King Fahd University of Petroleum &#x0026; Minerals, Dhahran, Saudi ArabiaDepartment of Mechanical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, IndiaAerospace Engineering Department, King Abdulaziz University, Jeddah, Saudi ArabiaAirfoils have their respective applications in almost every engineering field ranging from wind turbine blades, aircraft, and cooling fans to sophisticated electronic components. Thus, the flow over the airfoils is of primary focus to engineers in developing appropriate applications to meet the current standards in technology as well as demands. However, the underlying surface pressure characteristics need significant attention to understand the flow over airfoils completely. Generally, the flow over an airfoil and the time series pressure on the surface is linear and hence the aerodynamic forces are considered to be linear. But as the flow is perturbed due to external disturbances, nonlinearities creep in, and the surface pressure characteristics exhibit nonlinear behaviour. The ice accretion on the leading edge of the airfoil was witnessed to be an opportunity to investigate the nonlinear surface pressure characteristics. The current experimental study aims to investigate the dynamics of the surface pressure characteristics of four distinct ice geometries on the NACA0012 airfoil at a Reynolds number of <inline-formula> <tex-math notation="LaTeX">$2\times 10^{5}$ </tex-math></inline-formula>. The angle of attack of the airfoil was varied from 0&#x00B0; to 24&#x00B0; with an increment of 3&#x00B0;. The 0&#x2013;1 test for chaos was applied to the ice accreted airfoils at all the pressure ports on the suction surface of the airfoil. The test gives a single value for K, known as the asymptotic growth rate of the mean squared displacement. The value of K &#x003D; 0 implies that the underlying dynamics could be periodic and when the value of K &#x003D; 1, the underlying dynamics show aperiodicity and hence chaos. The horn iced airfoil performed significantly weaker compared to other ice accretion geometries because a significantly higher amount of chaos was produced in the flow field due to the presence of a geometry resembling a separation bubble. This aided in the substantial increment in drag and loss of lift for the horn ice accreted airfoil.https://ieeexplore.ieee.org/document/9509433/Brownian motionchaoshorn iceice accretionrime iceseparation bubble
collection DOAJ
language English
format Article
sources DOAJ
author S. Nadaraja Pillai
Aakhash Sundaresan
R. Gopal
S. B. M. Priya
Amjad Ali Pasha
Abdul Zubar Hameed
Abdul Gani Abdul Jameel
V. Mahendra Reddy
Khalid A. Juhany
spellingShingle S. Nadaraja Pillai
Aakhash Sundaresan
R. Gopal
S. B. M. Priya
Amjad Ali Pasha
Abdul Zubar Hameed
Abdul Gani Abdul Jameel
V. Mahendra Reddy
Khalid A. Juhany
Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils&#x2013;A 0&#x2013;1 Test Approach
IEEE Access
Brownian motion
chaos
horn ice
ice accretion
rime ice
separation bubble
author_facet S. Nadaraja Pillai
Aakhash Sundaresan
R. Gopal
S. B. M. Priya
Amjad Ali Pasha
Abdul Zubar Hameed
Abdul Gani Abdul Jameel
V. Mahendra Reddy
Khalid A. Juhany
author_sort S. Nadaraja Pillai
title Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils&#x2013;A 0&#x2013;1 Test Approach
title_short Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils&#x2013;A 0&#x2013;1 Test Approach
title_full Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils&#x2013;A 0&#x2013;1 Test Approach
title_fullStr Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils&#x2013;A 0&#x2013;1 Test Approach
title_full_unstemmed Estimation of Chaotic Surface Pressure Characteristics of Ice Accreted Airfoils&#x2013;A 0&#x2013;1 Test Approach
title_sort estimation of chaotic surface pressure characteristics of ice accreted airfoils&#x2013;a 0&#x2013;1 test approach
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description Airfoils have their respective applications in almost every engineering field ranging from wind turbine blades, aircraft, and cooling fans to sophisticated electronic components. Thus, the flow over the airfoils is of primary focus to engineers in developing appropriate applications to meet the current standards in technology as well as demands. However, the underlying surface pressure characteristics need significant attention to understand the flow over airfoils completely. Generally, the flow over an airfoil and the time series pressure on the surface is linear and hence the aerodynamic forces are considered to be linear. But as the flow is perturbed due to external disturbances, nonlinearities creep in, and the surface pressure characteristics exhibit nonlinear behaviour. The ice accretion on the leading edge of the airfoil was witnessed to be an opportunity to investigate the nonlinear surface pressure characteristics. The current experimental study aims to investigate the dynamics of the surface pressure characteristics of four distinct ice geometries on the NACA0012 airfoil at a Reynolds number of <inline-formula> <tex-math notation="LaTeX">$2\times 10^{5}$ </tex-math></inline-formula>. The angle of attack of the airfoil was varied from 0&#x00B0; to 24&#x00B0; with an increment of 3&#x00B0;. The 0&#x2013;1 test for chaos was applied to the ice accreted airfoils at all the pressure ports on the suction surface of the airfoil. The test gives a single value for K, known as the asymptotic growth rate of the mean squared displacement. The value of K &#x003D; 0 implies that the underlying dynamics could be periodic and when the value of K &#x003D; 1, the underlying dynamics show aperiodicity and hence chaos. The horn iced airfoil performed significantly weaker compared to other ice accretion geometries because a significantly higher amount of chaos was produced in the flow field due to the presence of a geometry resembling a separation bubble. This aided in the substantial increment in drag and loss of lift for the horn ice accreted airfoil.
topic Brownian motion
chaos
horn ice
ice accretion
rime ice
separation bubble
url https://ieeexplore.ieee.org/document/9509433/
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