SlideShare a Scribd company logo
1 of 11
Download to read offline
Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23
Copyright© Faculty of Engineering, University of Maiduguri, Nigeria.
Print ISSN: 1596-2490, Electronic ISSN: 2545-5818
www.azojete.com.ng
A CFD ANALYSIS OF A MICRO HORIZONTAL AXIS WIND TURBINE BLADE
AERODYNAMICS
Ngala, G.M1*
., Shuwa, M2
., Oumarou, M.B1
., and Muhammad, A.B1
.
(1
Department of Mechanical Engineering
University of Maiduguri, Maiduguri, Nigeria.
2
Center for Entrepreneurial and Enterprise Development
University of Maiduguri, Maiduguri, Nigeria.)
*Corresponding authors e-mail: garba.ngala68@gmail.com
Abstract
This study investigates the performance of a micro Horizontal Axis Wind Turbine (HAWT) blade using
Computational Fluid Dynamics (CFD). The 1.5 m long micro HAWT blade was designed using the Blade Element
Momentum Theory (BEM). Parameters such as the chord length lift force, drag force, tip speed ratio, solidity,
coefficient of performance, angle of attack, wind relative angle, Reynolds number, efficiency, axial and induction
factors were determined. Based on the design parameters the micro blade was created, meshed and boundary
conditions identified in a 2D pre-processor Gambit interface. The meshed blade was exported to Fluent where it was
processed and analyzed based on the identified boundary condition. The blade was simulated based on Maiduguri
environment which has a recorded average wind speed of 3.89 m/s and the result showed that the maximum
extractable power was 142.66 watts at a wind relative velocity of 4.8m/s when the blade was at 8o
angle of attack
and 3 x 106
Reynolds Number. Measured power increased consistently with increased in wind speed, and with a
turbine efficiency of 28% the blade satisfied the Newton’s third law and the Bernoulli’s effect. The profile had the
ability to perform and serve as a means of extracting and generating energy from wind, which is a renewable, clean
and locally available source of energy in Maiduguri and its environs. The use of this energy source will reduce the
large dependence on non-renewable, expensive and environmentally unfriendly means of energy generation. Further
studies could be carried experimentally to verify the simulation results.
Keywords: Computerized Fluid Dynamics, wind turbine, aerodynamics
Nomenclature
P - The Extractable Power from the wind
A - Swept Area of the Rotor
ρ - Air Density
v - Wind Relative Velocity
d - Rotor Diameter
r - Rotor Radius
C - Chord Length
ω - Angular Velocity of the Rotor
θ - Angle of Attack
ϕ - Wind Relative Angle
η - Efficiency of the Blade on the Wind Turbine
L - Blade Span
ṙ - Radial Length of the Blade Element
dṙ - Increase in Blade Span Length
Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23
14
T - Rotor Torque
σ - Solidity
λr - Tip Speed Ratio
Cp - The Power Coefficient
CL - Coefficient of Lift
CD - Coefficient of Drag
FL - Lift Force
FD - Drag Force
ɑ - Axial Induction Factor
a‫׳‬ - Radial Induction Factor
Re - Reynolds Number
F - Resultant Force
B - Number of Blades
PT - Power Developed by the Turbine
N - Speed of the Rotor
T - Temperature
1. Introduction
The wind is a free-flowing fluid stream as a result temperature difference cause by solar
radiation on the earth surface. The free-flowing stream possesses a kinetic energy which can be
extracted and converted to other useful means especially to electricity through the use of a wind
turbine (Patil, 2009). The energy extraction device (wind turbine) is submersed into this stream
and can convert a certain amount from the total available energy in the fluid stream into
mechanical then to electrical energy. There are two types of wind turbines, horizontal and
vertical axis wind turbines. Horizontal Axis Wind Turbines (HAWT) have the axis of rotation of
their blades horizontal to the ground and almost parallel to the wind stream, while the Vertical
Axis Wind Turbines (VAWT) have the axis of rotation and blades vertically oriented (Ngo and
Natiwitz, 2010). Most of the wind turbines fall under the category the Horizontal Axis Wind
Turbines because they have some distinct advantages such as low cut-in wind speed and easy
furling. In general, they show relatively high power coefficient (Rajakumar and Raviandran,
2010).
A Horizontal Axis Wind Turbine consists of four main parts, namely the rotor, generator,
gearbox and the control system. The rotor consists of the blade, the hub and the shaft, the blade
is key element of wind turbines which converts the kinetic energy of the wind to mechanical and
then to electrical energy. In order to extract the maximum kinetic energy from the wind the blade
airfoil (geometry) should be effectively designed. An airfoil means a two dimensional cross-
section shape of a blade whose purpose is to either generate lift or minimize drag when exposed
to a moving fluid (Chandrala, 2012). This study is aimed at investigating the aerodynamic
behavior of the blade according to designed parameters, which include the rated wind speed,
rotor diameter, design tip speed ratio and design angle of attack.
Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23
15
Aerodynamic optimization of the rotor blades is associated with optimization of the chord, twist
distribution and choice of airfoil shape. There are a vast number of multi-dimensional
optimization methods available for blade design, and some of these are available as
computational fluid dynamic functions. Aerodynamic performance of wind turbine blades is
analyzed using Computational Fluid Dynamics (CFD), which is one of the branches of Fluid
Mechanics that uses numerical methods and algorithms to analyse and solve problems of fluid
flows (Bai et al., 2013). Meanwhile, blade element momentum (BEM) method can be used for
the blade structure analysis. The blade element momentum (BEM) method consists of dividing
the flow into annular control volumes and applying momentum balance and energy conservation
in each control volume. The annuli are bounded by stream surfaces that enclose the rotor and
extend from far upstream to far downstream. This is used to obtain the distribution of the angle
of relative wind which consists of pitch angle, twist angle and angle of attack on the blade
sections (airfoil) and as well the forces acting on the airfoil section such as the thrust and the
torque. Both are generated by lift and drag forces, with the lift and drag being functions of the
angle of attack and the Reynolds number (Petal and Damania, 2013).
To carry out a CFD analysis the designed blade geometry is created in a Gambit interface.
Gambit is the pre-processor of ANSYS-Fluent, a computational fluid dynamics software that
does 2-D and 3-D modeling of the mechanical component to be simulated, while on the other
hand Fluent is also computational fluid dynamic software that is used in engineering design by
applying fundamentals laws of mechanics of fluid and the conservation of mass, momentum and
energy equation to analyze and solve an engineering problem without the need of a prototyping
(Farooq and Harmain, 2013). The equations normally generated form a set of couple and
nonlinear partial differential equations. Solving such equations analytically is usually difficult or
even not possible for most engineering problems, thus the need for CFD application (Petal and
Damania, 2013).
First task in CFD analysis is preparation of geometry. Here, the type of airfoil to be used is
calculated or decided. This is followed by the establishment of the airfoil co-ordinate for drawing
the airfoil shape using Gambit. Then meshing is carried out, and with the boundary condition
specified, it is exported to Fluent for iteration, analysis and observations.
2. Methodology
The methodology adopted for this study involved the following:
1. A horizontal axis wind turbine blade was designed using Blade Element Momentum (BEM)
Theory. Blade element theory assumes that blades can be divided into multiple elements, which
can act independently as two-dimensional airfoils. The forces and moments can be calculated
separately then summed to obtain the overall blade forces and moments. Blade parameters which
include chord length (C), rotor diameter (D), blade radial length , blade relative angle
blade span (L), angle of attack (θ), tip speed ratio ( , solidity ( lift force (FL), drag
Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23
16
force (FD), the power coefficient (CP), turbine blade efficiency ( axial (a) and radial ( )
induction factors are as shown in Figure 1 below. These were calculated using equations 1 - 15
Figure 1: Blade aerodynamic parameters
The chord length (C) is the length from the leading edge to the trailing edge of a blade cross
section that is parallel to the vertical axis of symmetry (Chandrala, et al., 2012) and is given by
Equation 1 and the wind relative angle ( is given by Equation 2.
(1)
(2)
The tip speed ratio ( is the ratio of the blade tip speed over wind speed. It is a significant
parameter for wind turbine design (Han, 2011) and its definition is shown in Equation 3 below.
The blade
(3)
The angle of attack ( is the angle between the incoming flow stream and the chord line of the
airfoil. At low angles of attack, the dimensionless lift coefficient increases linearly with angle of
attack and drag is reasonably small. Flow is attached to the airfoil throughout this regime. At an
angle of attack of roughly 100o
, the flow on the upper surface of the airfoil begins to separate and
a condition known as stall begins to develop. The dimensionless lift coefficient peaks and the
dimensionless drag coefficient increases as stall increases (Ajao and Adegan, 2009). The angle
of attack is given by Equation 4.
Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23
17
(4)
Solidity ratio ( is the ratio of the area occupied by the blade to the available free space and is
given by Equation 5.
(5)
The lift force (FL) given by Equation 6 is the force acting on the blade perpendicular to the
undisturbed wind flow and the drag force (FD) given by Equation 7 is the force acting on the
blade in the direction of the undisturbed wind flow(Kevadiya and Vaidya, 2013).
(6)
(7)
The axial induction factor (a) and radial induction factor ( ) are given by equation (8) and
equation (9) respectively (Kale and Varma, 2014).
(8)
(9)
The power coefficient is a measure of the mechanical power delivered by the rotor to the
turbine’s low-speed shaft. It is defined as the ratio of the mechanical power to the power
available in the wind (Ajao and Adegan, 2009) and is given by Equation 10.
(10)
The efficiency of a wind turbine is defined as the ratio between power coefficient Cp and the Betz
limit, Betz = 16/27 ≈ 0.593. This value was deduced by Albert Betz who was a German
physicist in 1919, and who noted that 0.593 is the maximum power efficiency of a wind turbine
which converts the kinetic energy of the wind to mechanical energy of the blade. Therefore the
efficiency of the blade on the wind turbine is given by equation (11) below (Han, 2011, Naveed
et al., 2011).
Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23
18
(11)
2. A Computational Fluid Dynamic (CFD) analysis using Fluent and Gambit of the designed
blade was carried out to investigate the viability of the blade. A 2D geometry of the designed
blade was created within a computational domain in Gambit interface. The domain was meshed
and boundaries selected with Farfield 1 (JKL) as velocity inlet, Farfield 2 (MON) as pressure
outflow and upper (LN) and lower (JM) surfaces of the domain as symmetry walls while the
blade was considered as a wall within the computational domain as shown in Figure 2 below.
Figure 2: The computational domain
The mesh was exported to Fluent 6.2, where the applied fundamental laws of mechanics of fluid
and equations of conservation of mass and momentum were analyzed and solved based on the
CFD Navier-Stokes system of equations (Continuity Equation, Momentum Equation and Energy
Equation) shown:
Continuity Equation
(12)
Momentum Equation
(13)
(14)
Energy Equation
(15)
Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23
19
3. Results and Discussion
The simulation was carried out based on environmental parameters of Maiduguri, Borno State
Northeastern Nigeria. The flow over the airfoil was analyzed when the continuum used was air
with the properties shown in Table 1 under the following operating conditions:
i. Atmospheric Pressure 101325 Pascal
ii. Atmospheric Temperature 308 K
Figure 3: The structured grid
Table 1: Properties of the continuum used
The Model was analysed for Invicid, and Spalart-Allmaras viscous models under
the Boundary Condition and Discretization Scheme indicated in Tables 2 and 3 .
Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23
20
Table 2: Boundary conditions
Table 3: Discretization scheme
From the condition in Tables 1, 2 and 3 above and on the basis of the airfoil at 8o
angle of attack
the simulation result revealed the contours of velocity and pressure distribution of an Invicid,
and Spalart-Allmaras viscous models as shown in Figures 4-6.
Figure 4: Velocity and pressure distribution under an Invicid model
Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23
21
Figure 5: Velocity and pressure distribution under model
Figure 6: Velocity and pressure distribution under Spalart-Allmaras model
Figures 4, 5 and 6 show the pressure distribution on the airfoil surface. One side of the airfoil
experiences higher pressure than the other resulting in a higher lift than drag. Also in the three
results, the head of the airfoil is exposed to low pressure and high velocity zone thus allowing the
Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23
22
higher air velocity to drive the blade. The airfoil tail does not experience any resistive air
pressure. The work performed by this part of the airfoil is significantly less. This result satisfies
the Bernoulli Effect and Newton’s Third Law. The airfoil was in conformity with NACA airfoil
4419 which as well has suitable lift to drag coefficient.
However, based on the velocity distribution of the results, the airfoil power extracting ability is
shown in Figure 7.
Figure 7: The extractable power from the wind curve
4. Conclusion
Turbine blade profile has been designed and the airfoil (blade geometry) created in 2D Gambit
interface. Meshed boundaries were selected and simulated using the Computational Fluid
Dynamic (CFD) code FLUENT 6.3. The design criteria were experimentally verified by testing
the physically developed blade and the result compared with the iteratively simulated CFD
model. At a wind speed of 4.8 m/s the simulation results shows a power output of 142.66 watts
which will be generated at 8o
angle of attack. Clear correlation was been found between the
experimental and the simulation results. At a wind speed of 4.8 m/s the simulation result shows a
power output of 142.66 watts while in the experimentation the power output was 140.85 watts.
Therefore the developed HAWT blade profile has shown the ability to perform, thus the airfoil
will really be a means of extracting and generating energy from wind, a renewable, clean and
locally available source of energy in Maiduguri and environs.
References
Ajao, KR. and Adegun, IK. 2009. Development and power performance test of a small three-
bladed horizontal-axis wind turbine. Journal of American Science, 5: 71-78.
Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23
23
Bai, C., Hsiao, F., Li, M., Huang, G. and Chen, Y. 2013. Design of 10 kW Horizontal Axis Wind
Turbine (HAWT) Blade and Aerodynamics Investigation Using Numerical Simulation, Elselvier
Publishers Ltd. UK.
Chandrala, M., Choubeg, A. and Gupta, B. 2012. Aerodynamic analysis of Horizontal Axis
Wind Turbine blade, International Journal of Engineering Research and Applications, 2(6):
1244-1248.
Farooq, A. and Harmain, G. 2013. Blade design and performance analysis of wind turbine.
International Journal of Chemical Technology Research, 5 (2): 34-40.
Han, C. (2011). Aerodynamics Analysis of Small Horizontal Axis Wind Turbine Blades by
Using 2D and 3D CFD Modeling. Unpublished M. Eng. Thesis submitted to the University of
the Central Lancashire, UK.
Hau, E. (2006). Wind Turbines, 2nd Edition, Springer Ltd. UK.
Kale, S. and Varma, R. (2014). Aerodynamic design of a Horizontal Axis Micro Wind Turbine
Blade using NACA 4412 profile. International Journal of Renewable Energy Research, 4(1): 69-
73.
Kevadiya, M, and Vaidya, H. 2013. 2D Analysis of NACA 4412 Airfoil, International Journal of
Innovative Research in Science, Engineering and Technology, 2(5): 1686-1691.
Naveed, D, Haris, H, Hammad, R. and SajidRaza, C. 2011. A Detail Aerodynamic Design and
Analysis of a 2D Vertical Axis Wind Turbine using sliding mesh in CFD Publication of National
Engineering and Scientific Commission, Pakistan.
Patil, H. 2009. Experimental Work on Horizontal axis PCV Turbine Blade of Power Wind Mill,
International Journal of Mechanical Engineering, 2(2): 75-85.
Petal, H. and Daminia, S. 2013. Performance Prediction of Horizontal Axis Wind Turbine Blade,
International Journal of Innovative Research in Science, Engineering and Technology, 2(5):
1401-1406.
Rajakumar, S. and Ravindran, D. 2010. Computational Fluid Dynamics of Wind Turbine Blade
At Various Angles Of Attack and Low Reynolds Number, International Journal of Engineering
Science and Technology, 2(11): 1243-1248.

More Related Content

What's hot

CFD Analysis Of Savonius Vertical Axis Wind Turbine: A Review
CFD Analysis Of Savonius Vertical Axis Wind Turbine: A ReviewCFD Analysis Of Savonius Vertical Axis Wind Turbine: A Review
CFD Analysis Of Savonius Vertical Axis Wind Turbine: A ReviewIRJET Journal
 
5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlage
5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlage5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlage
5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlageDoug Yang-Hsu Liao
 
cal_maritime_technical_design_report_1
cal_maritime_technical_design_report_1cal_maritime_technical_design_report_1
cal_maritime_technical_design_report_1David Chang
 
An Experimental Evaluation of a Flexible Wind Turbine Rotor
An Experimental Evaluation of a Flexible Wind Turbine RotorAn Experimental Evaluation of a Flexible Wind Turbine Rotor
An Experimental Evaluation of a Flexible Wind Turbine RotorJohn (Ioannis) Kougioumtzoglou
 
A Study of Wind Turbine Blade Power Enhancement Using Aerodynamic Properties
A Study of Wind Turbine Blade Power Enhancement Using  Aerodynamic Properties A Study of Wind Turbine Blade Power Enhancement Using  Aerodynamic Properties
A Study of Wind Turbine Blade Power Enhancement Using Aerodynamic Properties IJMER
 
Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...
Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...
Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...Barhm Mohamad
 
IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...
IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...
IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...IRJET Journal
 
Experimental investigation of stepped aerofoil using propeller test rig
Experimental investigation of stepped aerofoil using propeller test rigExperimental investigation of stepped aerofoil using propeller test rig
Experimental investigation of stepped aerofoil using propeller test rigeSAT Publishing House
 
B041011119
B041011119B041011119
B041011119IOSR-JEN
 
Stability Control Structure of Hovercraft Prototype Utilising PID Controller
Stability Control Structure of Hovercraft Prototype Utilising PID ControllerStability Control Structure of Hovercraft Prototype Utilising PID Controller
Stability Control Structure of Hovercraft Prototype Utilising PID ControllerjournalBEEI
 
IRJET- Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...
IRJET-  	  Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...IRJET-  	  Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...
IRJET- Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...IRJET Journal
 
Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...
Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...
Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...Project KRIT
 
Performance of a Wind System: Case Study of Sidi Daoud Site
Performance of a Wind System: Case Study of Sidi Daoud SitePerformance of a Wind System: Case Study of Sidi Daoud Site
Performance of a Wind System: Case Study of Sidi Daoud SiteIJERA Editor
 
A Novel Approach Concerning Wind Power Enhancement
A Novel Approach Concerning Wind Power EnhancementA Novel Approach Concerning Wind Power Enhancement
A Novel Approach Concerning Wind Power EnhancementWaqas Tariq
 
Governor apparatus | theory of machine Laboratory
Governor apparatus | theory of machine LaboratoryGovernor apparatus | theory of machine Laboratory
Governor apparatus | theory of machine LaboratorySaif al-din ali
 

What's hot (20)

CFD Analysis Of Savonius Vertical Axis Wind Turbine: A Review
CFD Analysis Of Savonius Vertical Axis Wind Turbine: A ReviewCFD Analysis Of Savonius Vertical Axis Wind Turbine: A Review
CFD Analysis Of Savonius Vertical Axis Wind Turbine: A Review
 
B012240612
B012240612B012240612
B012240612
 
5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlage
5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlage5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlage
5_ISMTII2015_1281_VAWT_ShiehHsiao_et.al_manuscript_15Juli2015_vorlage
 
cal_maritime_technical_design_report_1
cal_maritime_technical_design_report_1cal_maritime_technical_design_report_1
cal_maritime_technical_design_report_1
 
An Experimental Evaluation of a Flexible Wind Turbine Rotor
An Experimental Evaluation of a Flexible Wind Turbine RotorAn Experimental Evaluation of a Flexible Wind Turbine Rotor
An Experimental Evaluation of a Flexible Wind Turbine Rotor
 
Ijmet 10 01_087
Ijmet 10 01_087Ijmet 10 01_087
Ijmet 10 01_087
 
A Study of Wind Turbine Blade Power Enhancement Using Aerodynamic Properties
A Study of Wind Turbine Blade Power Enhancement Using  Aerodynamic Properties A Study of Wind Turbine Blade Power Enhancement Using  Aerodynamic Properties
A Study of Wind Turbine Blade Power Enhancement Using Aerodynamic Properties
 
Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...
Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...
Geometric regeneration and mechanical analysis of a gas turbine blade type Fr...
 
196 200
196 200196 200
196 200
 
IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...
IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...
IRJET- Investigation of Effects of Trailing Edge Geometry on Vertical Axis Wi...
 
Experimental investigation of stepped aerofoil using propeller test rig
Experimental investigation of stepped aerofoil using propeller test rigExperimental investigation of stepped aerofoil using propeller test rig
Experimental investigation of stepped aerofoil using propeller test rig
 
B041011119
B041011119B041011119
B041011119
 
Stability Control Structure of Hovercraft Prototype Utilising PID Controller
Stability Control Structure of Hovercraft Prototype Utilising PID ControllerStability Control Structure of Hovercraft Prototype Utilising PID Controller
Stability Control Structure of Hovercraft Prototype Utilising PID Controller
 
IRJET- Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...
IRJET-  	  Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...IRJET-  	  Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...
IRJET- Experimental Analysis of Vertical Axis Wind Turbine by using Spinn...
 
J0341049054
J0341049054J0341049054
J0341049054
 
Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...
Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...
Goman, Khramtsovsky, Shapiro (2001) – Aerodynamics Modeling and Dynamics Simu...
 
Performance of a Wind System: Case Study of Sidi Daoud Site
Performance of a Wind System: Case Study of Sidi Daoud SitePerformance of a Wind System: Case Study of Sidi Daoud Site
Performance of a Wind System: Case Study of Sidi Daoud Site
 
A Novel Approach Concerning Wind Power Enhancement
A Novel Approach Concerning Wind Power EnhancementA Novel Approach Concerning Wind Power Enhancement
A Novel Approach Concerning Wind Power Enhancement
 
Governor apparatus | theory of machine Laboratory
Governor apparatus | theory of machine LaboratoryGovernor apparatus | theory of machine Laboratory
Governor apparatus | theory of machine Laboratory
 
20120140503006
2012014050300620120140503006
20120140503006
 

Viewers also liked

1 a preliminaries vol 12
1 a preliminaries vol 121 a preliminaries vol 12
1 a preliminaries vol 12Oyeniyi Samuel
 
[JSS2015] 3 DMV's pour evaluer les indexs
[JSS2015] 3 DMV's pour evaluer les indexs[JSS2015] 3 DMV's pour evaluer les indexs
[JSS2015] 3 DMV's pour evaluer les indexsGUSS
 
SQL Server Performance Analysis
SQL Server Performance AnalysisSQL Server Performance Analysis
SQL Server Performance AnalysisEduardo Castro
 
12. article azojete vol. 12 110 121 mshelia
12. article azojete vol. 12 110 121 mshelia12. article azojete vol. 12 110 121 mshelia
12. article azojete vol. 12 110 121 msheliaOyeniyi Samuel
 
Evaluation Question 3
Evaluation Question 3Evaluation Question 3
Evaluation Question 3mayajade_et
 
[JSS2015] Query Store
[JSS2015] Query Store[JSS2015] Query Store
[JSS2015] Query StoreGUSS
 
20151118_Health System Heal Thyself vf.PPTX
20151118_Health System Heal Thyself vf.PPTX20151118_Health System Heal Thyself vf.PPTX
20151118_Health System Heal Thyself vf.PPTXJason Oliveira
 
Recent Developments in Corridor Performance Measurement and Monitoring
Recent Developments in Corridor Performance Measurement and MonitoringRecent Developments in Corridor Performance Measurement and Monitoring
Recent Developments in Corridor Performance Measurement and MonitoringWRI Ross Center for Sustainable Cities
 
Sprint softbank (Merger Analysis)
Sprint softbank (Merger Analysis)Sprint softbank (Merger Analysis)
Sprint softbank (Merger Analysis)Taposh Roy
 

Viewers also liked (14)

1 a preliminaries vol 12
1 a preliminaries vol 121 a preliminaries vol 12
1 a preliminaries vol 12
 
[JSS2015] 3 DMV's pour evaluer les indexs
[JSS2015] 3 DMV's pour evaluer les indexs[JSS2015] 3 DMV's pour evaluer les indexs
[JSS2015] 3 DMV's pour evaluer les indexs
 
SQL Server Performance Analysis
SQL Server Performance AnalysisSQL Server Performance Analysis
SQL Server Performance Analysis
 
Karkabak
KarkabakKarkabak
Karkabak
 
12. article azojete vol. 12 110 121 mshelia
12. article azojete vol. 12 110 121 mshelia12. article azojete vol. 12 110 121 mshelia
12. article azojete vol. 12 110 121 mshelia
 
Evaluation Question 3
Evaluation Question 3Evaluation Question 3
Evaluation Question 3
 
Harvest 4 Energy Ltd
Harvest 4 Energy LtdHarvest 4 Energy Ltd
Harvest 4 Energy Ltd
 
[JSS2015] Query Store
[JSS2015] Query Store[JSS2015] Query Store
[JSS2015] Query Store
 
20151118_Health System Heal Thyself vf.PPTX
20151118_Health System Heal Thyself vf.PPTX20151118_Health System Heal Thyself vf.PPTX
20151118_Health System Heal Thyself vf.PPTX
 
C.V.2015 English
C.V.2015 EnglishC.V.2015 English
C.V.2015 English
 
"Last Mile" Connectivity and Intermodal Logistics Solutions - India
"Last Mile" Connectivity and Intermodal Logistics Solutions - India"Last Mile" Connectivity and Intermodal Logistics Solutions - India
"Last Mile" Connectivity and Intermodal Logistics Solutions - India
 
Recent Developments in Corridor Performance Measurement and Monitoring
Recent Developments in Corridor Performance Measurement and MonitoringRecent Developments in Corridor Performance Measurement and Monitoring
Recent Developments in Corridor Performance Measurement and Monitoring
 
Implementing Transit Oriented Development in India
Implementing Transit Oriented Development in IndiaImplementing Transit Oriented Development in India
Implementing Transit Oriented Development in India
 
Sprint softbank (Merger Analysis)
Sprint softbank (Merger Analysis)Sprint softbank (Merger Analysis)
Sprint softbank (Merger Analysis)
 

Similar to 2. article azojete vol 11 13 23 ngala

Development and Performance Test of a Micro Horizontal Axis Wind Turbine Blade
Development and Performance Test of a Micro Horizontal Axis Wind Turbine BladeDevelopment and Performance Test of a Micro Horizontal Axis Wind Turbine Blade
Development and Performance Test of a Micro Horizontal Axis Wind Turbine BladeIJERA Editor
 
AERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFD
AERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFDAERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFD
AERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFDJody Sullivan
 
“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”
“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”
“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”IJERA Editor
 
Performance and Fault diagnosis of Horizontal Axis Wind Turbine Components
Performance and Fault diagnosis of Horizontal Axis Wind Turbine ComponentsPerformance and Fault diagnosis of Horizontal Axis Wind Turbine Components
Performance and Fault diagnosis of Horizontal Axis Wind Turbine Componentsijsrd.com
 
Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...
Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...
Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...IJERA Editor
 
Design of Naca63215 Airfoil for a Wind Turbine
Design of Naca63215 Airfoil for a Wind TurbineDesign of Naca63215 Airfoil for a Wind Turbine
Design of Naca63215 Airfoil for a Wind TurbineIOSR Journals
 
Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...
Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...
Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...IRJET Journal
 
IRJET- CFD Analysis of Wind Turbine Blade for Low Wind Speed
IRJET-  	  CFD Analysis of Wind Turbine Blade for Low Wind SpeedIRJET-  	  CFD Analysis of Wind Turbine Blade for Low Wind Speed
IRJET- CFD Analysis of Wind Turbine Blade for Low Wind SpeedIRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...
OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...
OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...IAEME Publication
 
10_24840_2183-6493_008_002_0012.pdf
10_24840_2183-6493_008_002_0012.pdf10_24840_2183-6493_008_002_0012.pdf
10_24840_2183-6493_008_002_0012.pdfSID202
 
Aerodynamics of Wind Turbines - PART3.ppt
Aerodynamics of Wind Turbines - PART3.pptAerodynamics of Wind Turbines - PART3.ppt
Aerodynamics of Wind Turbines - PART3.pptHassenMOuakkad
 
Proposed model
Proposed modelProposed model
Proposed modelrahulhirem
 
Proposed model
Proposed modelProposed model
Proposed modelrahulhirem
 
IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...
IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...
IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...IRJET Journal
 
HAWT Parametric Study and Optimization PPT
HAWT Parametric Study and Optimization PPTHAWT Parametric Study and Optimization PPT
HAWT Parametric Study and Optimization PPTGAURAV KAPOOR
 
Numerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine Aerofoil
Numerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine AerofoilNumerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine Aerofoil
Numerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine AerofoilIRJET Journal
 

Similar to 2. article azojete vol 11 13 23 ngala (20)

Development and Performance Test of a Micro Horizontal Axis Wind Turbine Blade
Development and Performance Test of a Micro Horizontal Axis Wind Turbine BladeDevelopment and Performance Test of a Micro Horizontal Axis Wind Turbine Blade
Development and Performance Test of a Micro Horizontal Axis Wind Turbine Blade
 
AERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFD
AERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFDAERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFD
AERODYNAMIC ANALYSIS OF A SMALL HORIZONTAL AXIS WIND TURBINE USING CFD
 
“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”
“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”
“Design and Analysis of a Windmill Blade in Windmill Electric Generation System”
 
Performance and Fault diagnosis of Horizontal Axis Wind Turbine Components
Performance and Fault diagnosis of Horizontal Axis Wind Turbine ComponentsPerformance and Fault diagnosis of Horizontal Axis Wind Turbine Components
Performance and Fault diagnosis of Horizontal Axis Wind Turbine Components
 
Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...
Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...
Improving the Hydraulic Efficiency of Centrifugal Pumps through Computational...
 
Design of Naca63215 Airfoil for a Wind Turbine
Design of Naca63215 Airfoil for a Wind TurbineDesign of Naca63215 Airfoil for a Wind Turbine
Design of Naca63215 Airfoil for a Wind Turbine
 
Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...
Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...
Analysis of Newly Designed Airfoil for Micro-Capacity Wind Turbine using Qbla...
 
F046013443
F046013443F046013443
F046013443
 
IRJET- CFD Analysis of Wind Turbine Blade for Low Wind Speed
IRJET-  	  CFD Analysis of Wind Turbine Blade for Low Wind SpeedIRJET-  	  CFD Analysis of Wind Turbine Blade for Low Wind Speed
IRJET- CFD Analysis of Wind Turbine Blade for Low Wind Speed
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...
OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...
OPTIMIZATION OF AERODYNAMIC AND STRUCTURAL PERFORMANCES OF A WIND TURBINE BLA...
 
Wind energy
Wind energyWind energy
Wind energy
 
10_24840_2183-6493_008_002_0012.pdf
10_24840_2183-6493_008_002_0012.pdf10_24840_2183-6493_008_002_0012.pdf
10_24840_2183-6493_008_002_0012.pdf
 
Aerodynamics of Wind Turbines - PART3.ppt
Aerodynamics of Wind Turbines - PART3.pptAerodynamics of Wind Turbines - PART3.ppt
Aerodynamics of Wind Turbines - PART3.ppt
 
Review 4
Review 4Review 4
Review 4
 
Proposed model
Proposed modelProposed model
Proposed model
 
Proposed model
Proposed modelProposed model
Proposed model
 
IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...
IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...
IRJET- Effect of Shroud Attachment on Power Generation on a Horizontal Axis W...
 
HAWT Parametric Study and Optimization PPT
HAWT Parametric Study and Optimization PPTHAWT Parametric Study and Optimization PPT
HAWT Parametric Study and Optimization PPT
 
Numerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine Aerofoil
Numerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine AerofoilNumerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine Aerofoil
Numerical Analysis of Lift & Drag Performance of NACA0012 Wind Turbine Aerofoil
 

More from Oyeniyi Samuel

Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...
Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...
Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...Oyeniyi Samuel
 
Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...
Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...
Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...Oyeniyi Samuel
 
Design Description of a Tentacle Based Scanning System
Design Description of a Tentacle Based Scanning SystemDesign Description of a Tentacle Based Scanning System
Design Description of a Tentacle Based Scanning SystemOyeniyi Samuel
 
Profiled Deck Composite Slab Strength Verification: A Review
Profiled Deck Composite Slab Strength Verification: A ReviewProfiled Deck Composite Slab Strength Verification: A Review
Profiled Deck Composite Slab Strength Verification: A ReviewOyeniyi Samuel
 
Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...
Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...
Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...Oyeniyi Samuel
 
Inundation and Hazard Mapping on River Asa, using GIS
Inundation and Hazard Mapping on River Asa, using GISInundation and Hazard Mapping on River Asa, using GIS
Inundation and Hazard Mapping on River Asa, using GISOyeniyi Samuel
 
A Review of Smart Grids Deployment Issues in Developing Countries
A Review of Smart Grids Deployment Issues in Developing CountriesA Review of Smart Grids Deployment Issues in Developing Countries
A Review of Smart Grids Deployment Issues in Developing CountriesOyeniyi Samuel
 
NOx Emission in Iron and Steel Production: A Review of Control Measures for S...
NOx Emission in Iron and Steel Production: A Review of Control Measures for S...NOx Emission in Iron and Steel Production: A Review of Control Measures for S...
NOx Emission in Iron and Steel Production: A Review of Control Measures for S...Oyeniyi Samuel
 
Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...
Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...
Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...Oyeniyi Samuel
 
Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...
Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...
Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...Oyeniyi Samuel
 
Job Safety Assessment of Woodwork Industry in the South-western Nigeria
Job Safety Assessment of Woodwork Industry in the South-western NigeriaJob Safety Assessment of Woodwork Industry in the South-western Nigeria
Job Safety Assessment of Woodwork Industry in the South-western NigeriaOyeniyi Samuel
 
Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...
Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...
Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...Oyeniyi Samuel
 
Security Architecture for Thin Client Network
Security Architecture for Thin Client NetworkSecurity Architecture for Thin Client Network
Security Architecture for Thin Client NetworkOyeniyi Samuel
 
Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...
Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...
Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...Oyeniyi Samuel
 
Comparism of the Properties and Yield of Bioethanol from Mango and Orange Waste
Comparism of the Properties and Yield of Bioethanol from Mango and Orange WasteComparism of the Properties and Yield of Bioethanol from Mango and Orange Waste
Comparism of the Properties and Yield of Bioethanol from Mango and Orange WasteOyeniyi Samuel
 
Development of Farm Records Software
Development of Farm Records SoftwareDevelopment of Farm Records Software
Development of Farm Records SoftwareOyeniyi Samuel
 
Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...
Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...
Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...Oyeniyi Samuel
 
Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...
Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...
Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...Oyeniyi Samuel
 
Modeling and Simulation of Pyrolysis Process for a Beech Wood Material
Modeling and Simulation of Pyrolysis Process for a Beech Wood MaterialModeling and Simulation of Pyrolysis Process for a Beech Wood Material
Modeling and Simulation of Pyrolysis Process for a Beech Wood MaterialOyeniyi Samuel
 
An Investigation into the Effectiveness of Machine Learning Techniques for In...
An Investigation into the Effectiveness of Machine Learning Techniques for In...An Investigation into the Effectiveness of Machine Learning Techniques for In...
An Investigation into the Effectiveness of Machine Learning Techniques for In...Oyeniyi Samuel
 

More from Oyeniyi Samuel (20)

Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...
Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...
Particle Swarm Optimization (PSO)-Based Distributed Power Control Algorithm f...
 
Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...
Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...
Equilibrium and Kinetic Studies of Adsorption of Safranin-O from Aqueous Solu...
 
Design Description of a Tentacle Based Scanning System
Design Description of a Tentacle Based Scanning SystemDesign Description of a Tentacle Based Scanning System
Design Description of a Tentacle Based Scanning System
 
Profiled Deck Composite Slab Strength Verification: A Review
Profiled Deck Composite Slab Strength Verification: A ReviewProfiled Deck Composite Slab Strength Verification: A Review
Profiled Deck Composite Slab Strength Verification: A Review
 
Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...
Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...
Optimization of Mechanical Expression of Castor Seeds Oil (Ricinus communis) ...
 
Inundation and Hazard Mapping on River Asa, using GIS
Inundation and Hazard Mapping on River Asa, using GISInundation and Hazard Mapping on River Asa, using GIS
Inundation and Hazard Mapping on River Asa, using GIS
 
A Review of Smart Grids Deployment Issues in Developing Countries
A Review of Smart Grids Deployment Issues in Developing CountriesA Review of Smart Grids Deployment Issues in Developing Countries
A Review of Smart Grids Deployment Issues in Developing Countries
 
NOx Emission in Iron and Steel Production: A Review of Control Measures for S...
NOx Emission in Iron and Steel Production: A Review of Control Measures for S...NOx Emission in Iron and Steel Production: A Review of Control Measures for S...
NOx Emission in Iron and Steel Production: A Review of Control Measures for S...
 
Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...
Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...
Artificial Neural Network Modelling of the Energy Content of Municipal Solid ...
 
Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...
Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...
Development of Inundation Map for Hypothetical Asa Dam Break using HEC-RAS an...
 
Job Safety Assessment of Woodwork Industry in the South-western Nigeria
Job Safety Assessment of Woodwork Industry in the South-western NigeriaJob Safety Assessment of Woodwork Industry in the South-western Nigeria
Job Safety Assessment of Woodwork Industry in the South-western Nigeria
 
Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...
Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...
Anaerobicaly - Composted Environmental Wastes as Organic Fertilizer and Ident...
 
Security Architecture for Thin Client Network
Security Architecture for Thin Client NetworkSecurity Architecture for Thin Client Network
Security Architecture for Thin Client Network
 
Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...
Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...
Algorithm for the Dynamic Analysis of Plane Rectangular Rigid Frame Subjected...
 
Comparism of the Properties and Yield of Bioethanol from Mango and Orange Waste
Comparism of the Properties and Yield of Bioethanol from Mango and Orange WasteComparism of the Properties and Yield of Bioethanol from Mango and Orange Waste
Comparism of the Properties and Yield of Bioethanol from Mango and Orange Waste
 
Development of Farm Records Software
Development of Farm Records SoftwareDevelopment of Farm Records Software
Development of Farm Records Software
 
Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...
Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...
Compressive Strength of Concrete made from Natural Fine Aggregate Sources in ...
 
Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...
Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...
Evaluation of Chemical and Physico-Mechanical Properties of Ado-Ekiti Natural...
 
Modeling and Simulation of Pyrolysis Process for a Beech Wood Material
Modeling and Simulation of Pyrolysis Process for a Beech Wood MaterialModeling and Simulation of Pyrolysis Process for a Beech Wood Material
Modeling and Simulation of Pyrolysis Process for a Beech Wood Material
 
An Investigation into the Effectiveness of Machine Learning Techniques for In...
An Investigation into the Effectiveness of Machine Learning Techniques for In...An Investigation into the Effectiveness of Machine Learning Techniques for In...
An Investigation into the Effectiveness of Machine Learning Techniques for In...
 

Recently uploaded

CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxvipinkmenon1
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZTE
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
microprocessor 8085 and its interfacing
microprocessor 8085  and its interfacingmicroprocessor 8085  and its interfacing
microprocessor 8085 and its interfacingjaychoudhary37
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and usesDevarapalliHaritha
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionDr.Costas Sachpazis
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 

Recently uploaded (20)

CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptx
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
microprocessor 8085 and its interfacing
microprocessor 8085  and its interfacingmicroprocessor 8085  and its interfacing
microprocessor 8085 and its interfacing
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and uses
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 

2. article azojete vol 11 13 23 ngala

  • 1. Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23 Copyright© Faculty of Engineering, University of Maiduguri, Nigeria. Print ISSN: 1596-2490, Electronic ISSN: 2545-5818 www.azojete.com.ng A CFD ANALYSIS OF A MICRO HORIZONTAL AXIS WIND TURBINE BLADE AERODYNAMICS Ngala, G.M1* ., Shuwa, M2 ., Oumarou, M.B1 ., and Muhammad, A.B1 . (1 Department of Mechanical Engineering University of Maiduguri, Maiduguri, Nigeria. 2 Center for Entrepreneurial and Enterprise Development University of Maiduguri, Maiduguri, Nigeria.) *Corresponding authors e-mail: garba.ngala68@gmail.com Abstract This study investigates the performance of a micro Horizontal Axis Wind Turbine (HAWT) blade using Computational Fluid Dynamics (CFD). The 1.5 m long micro HAWT blade was designed using the Blade Element Momentum Theory (BEM). Parameters such as the chord length lift force, drag force, tip speed ratio, solidity, coefficient of performance, angle of attack, wind relative angle, Reynolds number, efficiency, axial and induction factors were determined. Based on the design parameters the micro blade was created, meshed and boundary conditions identified in a 2D pre-processor Gambit interface. The meshed blade was exported to Fluent where it was processed and analyzed based on the identified boundary condition. The blade was simulated based on Maiduguri environment which has a recorded average wind speed of 3.89 m/s and the result showed that the maximum extractable power was 142.66 watts at a wind relative velocity of 4.8m/s when the blade was at 8o angle of attack and 3 x 106 Reynolds Number. Measured power increased consistently with increased in wind speed, and with a turbine efficiency of 28% the blade satisfied the Newton’s third law and the Bernoulli’s effect. The profile had the ability to perform and serve as a means of extracting and generating energy from wind, which is a renewable, clean and locally available source of energy in Maiduguri and its environs. The use of this energy source will reduce the large dependence on non-renewable, expensive and environmentally unfriendly means of energy generation. Further studies could be carried experimentally to verify the simulation results. Keywords: Computerized Fluid Dynamics, wind turbine, aerodynamics Nomenclature P - The Extractable Power from the wind A - Swept Area of the Rotor ρ - Air Density v - Wind Relative Velocity d - Rotor Diameter r - Rotor Radius C - Chord Length ω - Angular Velocity of the Rotor θ - Angle of Attack ϕ - Wind Relative Angle η - Efficiency of the Blade on the Wind Turbine L - Blade Span ṙ - Radial Length of the Blade Element dṙ - Increase in Blade Span Length
  • 2. Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23 14 T - Rotor Torque σ - Solidity λr - Tip Speed Ratio Cp - The Power Coefficient CL - Coefficient of Lift CD - Coefficient of Drag FL - Lift Force FD - Drag Force ɑ - Axial Induction Factor a‫׳‬ - Radial Induction Factor Re - Reynolds Number F - Resultant Force B - Number of Blades PT - Power Developed by the Turbine N - Speed of the Rotor T - Temperature 1. Introduction The wind is a free-flowing fluid stream as a result temperature difference cause by solar radiation on the earth surface. The free-flowing stream possesses a kinetic energy which can be extracted and converted to other useful means especially to electricity through the use of a wind turbine (Patil, 2009). The energy extraction device (wind turbine) is submersed into this stream and can convert a certain amount from the total available energy in the fluid stream into mechanical then to electrical energy. There are two types of wind turbines, horizontal and vertical axis wind turbines. Horizontal Axis Wind Turbines (HAWT) have the axis of rotation of their blades horizontal to the ground and almost parallel to the wind stream, while the Vertical Axis Wind Turbines (VAWT) have the axis of rotation and blades vertically oriented (Ngo and Natiwitz, 2010). Most of the wind turbines fall under the category the Horizontal Axis Wind Turbines because they have some distinct advantages such as low cut-in wind speed and easy furling. In general, they show relatively high power coefficient (Rajakumar and Raviandran, 2010). A Horizontal Axis Wind Turbine consists of four main parts, namely the rotor, generator, gearbox and the control system. The rotor consists of the blade, the hub and the shaft, the blade is key element of wind turbines which converts the kinetic energy of the wind to mechanical and then to electrical energy. In order to extract the maximum kinetic energy from the wind the blade airfoil (geometry) should be effectively designed. An airfoil means a two dimensional cross- section shape of a blade whose purpose is to either generate lift or minimize drag when exposed to a moving fluid (Chandrala, 2012). This study is aimed at investigating the aerodynamic behavior of the blade according to designed parameters, which include the rated wind speed, rotor diameter, design tip speed ratio and design angle of attack.
  • 3. Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23 15 Aerodynamic optimization of the rotor blades is associated with optimization of the chord, twist distribution and choice of airfoil shape. There are a vast number of multi-dimensional optimization methods available for blade design, and some of these are available as computational fluid dynamic functions. Aerodynamic performance of wind turbine blades is analyzed using Computational Fluid Dynamics (CFD), which is one of the branches of Fluid Mechanics that uses numerical methods and algorithms to analyse and solve problems of fluid flows (Bai et al., 2013). Meanwhile, blade element momentum (BEM) method can be used for the blade structure analysis. The blade element momentum (BEM) method consists of dividing the flow into annular control volumes and applying momentum balance and energy conservation in each control volume. The annuli are bounded by stream surfaces that enclose the rotor and extend from far upstream to far downstream. This is used to obtain the distribution of the angle of relative wind which consists of pitch angle, twist angle and angle of attack on the blade sections (airfoil) and as well the forces acting on the airfoil section such as the thrust and the torque. Both are generated by lift and drag forces, with the lift and drag being functions of the angle of attack and the Reynolds number (Petal and Damania, 2013). To carry out a CFD analysis the designed blade geometry is created in a Gambit interface. Gambit is the pre-processor of ANSYS-Fluent, a computational fluid dynamics software that does 2-D and 3-D modeling of the mechanical component to be simulated, while on the other hand Fluent is also computational fluid dynamic software that is used in engineering design by applying fundamentals laws of mechanics of fluid and the conservation of mass, momentum and energy equation to analyze and solve an engineering problem without the need of a prototyping (Farooq and Harmain, 2013). The equations normally generated form a set of couple and nonlinear partial differential equations. Solving such equations analytically is usually difficult or even not possible for most engineering problems, thus the need for CFD application (Petal and Damania, 2013). First task in CFD analysis is preparation of geometry. Here, the type of airfoil to be used is calculated or decided. This is followed by the establishment of the airfoil co-ordinate for drawing the airfoil shape using Gambit. Then meshing is carried out, and with the boundary condition specified, it is exported to Fluent for iteration, analysis and observations. 2. Methodology The methodology adopted for this study involved the following: 1. A horizontal axis wind turbine blade was designed using Blade Element Momentum (BEM) Theory. Blade element theory assumes that blades can be divided into multiple elements, which can act independently as two-dimensional airfoils. The forces and moments can be calculated separately then summed to obtain the overall blade forces and moments. Blade parameters which include chord length (C), rotor diameter (D), blade radial length , blade relative angle blade span (L), angle of attack (θ), tip speed ratio ( , solidity ( lift force (FL), drag
  • 4. Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23 16 force (FD), the power coefficient (CP), turbine blade efficiency ( axial (a) and radial ( ) induction factors are as shown in Figure 1 below. These were calculated using equations 1 - 15 Figure 1: Blade aerodynamic parameters The chord length (C) is the length from the leading edge to the trailing edge of a blade cross section that is parallel to the vertical axis of symmetry (Chandrala, et al., 2012) and is given by Equation 1 and the wind relative angle ( is given by Equation 2. (1) (2) The tip speed ratio ( is the ratio of the blade tip speed over wind speed. It is a significant parameter for wind turbine design (Han, 2011) and its definition is shown in Equation 3 below. The blade (3) The angle of attack ( is the angle between the incoming flow stream and the chord line of the airfoil. At low angles of attack, the dimensionless lift coefficient increases linearly with angle of attack and drag is reasonably small. Flow is attached to the airfoil throughout this regime. At an angle of attack of roughly 100o , the flow on the upper surface of the airfoil begins to separate and a condition known as stall begins to develop. The dimensionless lift coefficient peaks and the dimensionless drag coefficient increases as stall increases (Ajao and Adegan, 2009). The angle of attack is given by Equation 4.
  • 5. Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23 17 (4) Solidity ratio ( is the ratio of the area occupied by the blade to the available free space and is given by Equation 5. (5) The lift force (FL) given by Equation 6 is the force acting on the blade perpendicular to the undisturbed wind flow and the drag force (FD) given by Equation 7 is the force acting on the blade in the direction of the undisturbed wind flow(Kevadiya and Vaidya, 2013). (6) (7) The axial induction factor (a) and radial induction factor ( ) are given by equation (8) and equation (9) respectively (Kale and Varma, 2014). (8) (9) The power coefficient is a measure of the mechanical power delivered by the rotor to the turbine’s low-speed shaft. It is defined as the ratio of the mechanical power to the power available in the wind (Ajao and Adegan, 2009) and is given by Equation 10. (10) The efficiency of a wind turbine is defined as the ratio between power coefficient Cp and the Betz limit, Betz = 16/27 ≈ 0.593. This value was deduced by Albert Betz who was a German physicist in 1919, and who noted that 0.593 is the maximum power efficiency of a wind turbine which converts the kinetic energy of the wind to mechanical energy of the blade. Therefore the efficiency of the blade on the wind turbine is given by equation (11) below (Han, 2011, Naveed et al., 2011).
  • 6. Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23 18 (11) 2. A Computational Fluid Dynamic (CFD) analysis using Fluent and Gambit of the designed blade was carried out to investigate the viability of the blade. A 2D geometry of the designed blade was created within a computational domain in Gambit interface. The domain was meshed and boundaries selected with Farfield 1 (JKL) as velocity inlet, Farfield 2 (MON) as pressure outflow and upper (LN) and lower (JM) surfaces of the domain as symmetry walls while the blade was considered as a wall within the computational domain as shown in Figure 2 below. Figure 2: The computational domain The mesh was exported to Fluent 6.2, where the applied fundamental laws of mechanics of fluid and equations of conservation of mass and momentum were analyzed and solved based on the CFD Navier-Stokes system of equations (Continuity Equation, Momentum Equation and Energy Equation) shown: Continuity Equation (12) Momentum Equation (13) (14) Energy Equation (15)
  • 7. Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23 19 3. Results and Discussion The simulation was carried out based on environmental parameters of Maiduguri, Borno State Northeastern Nigeria. The flow over the airfoil was analyzed when the continuum used was air with the properties shown in Table 1 under the following operating conditions: i. Atmospheric Pressure 101325 Pascal ii. Atmospheric Temperature 308 K Figure 3: The structured grid Table 1: Properties of the continuum used The Model was analysed for Invicid, and Spalart-Allmaras viscous models under the Boundary Condition and Discretization Scheme indicated in Tables 2 and 3 .
  • 8. Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23 20 Table 2: Boundary conditions Table 3: Discretization scheme From the condition in Tables 1, 2 and 3 above and on the basis of the airfoil at 8o angle of attack the simulation result revealed the contours of velocity and pressure distribution of an Invicid, and Spalart-Allmaras viscous models as shown in Figures 4-6. Figure 4: Velocity and pressure distribution under an Invicid model
  • 9. Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23 21 Figure 5: Velocity and pressure distribution under model Figure 6: Velocity and pressure distribution under Spalart-Allmaras model Figures 4, 5 and 6 show the pressure distribution on the airfoil surface. One side of the airfoil experiences higher pressure than the other resulting in a higher lift than drag. Also in the three results, the head of the airfoil is exposed to low pressure and high velocity zone thus allowing the
  • 10. Ngala et al.: A CFD Analysis of a Micro Horizontal Axis Wind Turbine Blade Aerodynamics. AZOJETE, 11: 13-23 22 higher air velocity to drive the blade. The airfoil tail does not experience any resistive air pressure. The work performed by this part of the airfoil is significantly less. This result satisfies the Bernoulli Effect and Newton’s Third Law. The airfoil was in conformity with NACA airfoil 4419 which as well has suitable lift to drag coefficient. However, based on the velocity distribution of the results, the airfoil power extracting ability is shown in Figure 7. Figure 7: The extractable power from the wind curve 4. Conclusion Turbine blade profile has been designed and the airfoil (blade geometry) created in 2D Gambit interface. Meshed boundaries were selected and simulated using the Computational Fluid Dynamic (CFD) code FLUENT 6.3. The design criteria were experimentally verified by testing the physically developed blade and the result compared with the iteratively simulated CFD model. At a wind speed of 4.8 m/s the simulation results shows a power output of 142.66 watts which will be generated at 8o angle of attack. Clear correlation was been found between the experimental and the simulation results. At a wind speed of 4.8 m/s the simulation result shows a power output of 142.66 watts while in the experimentation the power output was 140.85 watts. Therefore the developed HAWT blade profile has shown the ability to perform, thus the airfoil will really be a means of extracting and generating energy from wind, a renewable, clean and locally available source of energy in Maiduguri and environs. References Ajao, KR. and Adegun, IK. 2009. Development and power performance test of a small three- bladed horizontal-axis wind turbine. Journal of American Science, 5: 71-78.
  • 11. Arid Zone Journal of Engineering, Technology and Environment. August, 2015; Vol. 11: 13-23 23 Bai, C., Hsiao, F., Li, M., Huang, G. and Chen, Y. 2013. Design of 10 kW Horizontal Axis Wind Turbine (HAWT) Blade and Aerodynamics Investigation Using Numerical Simulation, Elselvier Publishers Ltd. UK. Chandrala, M., Choubeg, A. and Gupta, B. 2012. Aerodynamic analysis of Horizontal Axis Wind Turbine blade, International Journal of Engineering Research and Applications, 2(6): 1244-1248. Farooq, A. and Harmain, G. 2013. Blade design and performance analysis of wind turbine. International Journal of Chemical Technology Research, 5 (2): 34-40. Han, C. (2011). Aerodynamics Analysis of Small Horizontal Axis Wind Turbine Blades by Using 2D and 3D CFD Modeling. Unpublished M. Eng. Thesis submitted to the University of the Central Lancashire, UK. Hau, E. (2006). Wind Turbines, 2nd Edition, Springer Ltd. UK. Kale, S. and Varma, R. (2014). Aerodynamic design of a Horizontal Axis Micro Wind Turbine Blade using NACA 4412 profile. International Journal of Renewable Energy Research, 4(1): 69- 73. Kevadiya, M, and Vaidya, H. 2013. 2D Analysis of NACA 4412 Airfoil, International Journal of Innovative Research in Science, Engineering and Technology, 2(5): 1686-1691. Naveed, D, Haris, H, Hammad, R. and SajidRaza, C. 2011. A Detail Aerodynamic Design and Analysis of a 2D Vertical Axis Wind Turbine using sliding mesh in CFD Publication of National Engineering and Scientific Commission, Pakistan. Patil, H. 2009. Experimental Work on Horizontal axis PCV Turbine Blade of Power Wind Mill, International Journal of Mechanical Engineering, 2(2): 75-85. Petal, H. and Daminia, S. 2013. Performance Prediction of Horizontal Axis Wind Turbine Blade, International Journal of Innovative Research in Science, Engineering and Technology, 2(5): 1401-1406. Rajakumar, S. and Ravindran, D. 2010. Computational Fluid Dynamics of Wind Turbine Blade At Various Angles Of Attack and Low Reynolds Number, International Journal of Engineering Science and Technology, 2(11): 1243-1248.