SlideShare a Scribd company logo
1 of 5
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 724
Numerical Prediction of the Effect of Cyclonic Wind Pressures on the
Solar Panels
Yash Deepak Chadha1, Sunny Kumar Barnwal2
1Jamnabai Narsee International School, Mumbai, India.
2Indian Institute of Technology Bombay, Mumbai, India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract – A commercial solar panel of standard
dimensions is simulated in AbaqusTM for different pressure
loads for the respective fivecyclonicwindspeedcategoriesviz.,
120, 150, 180, 210 and 250 kmph. The model was
implemented with five sub-layers inside the thin solarpanelto
understand the stress responseateverylayercorrespondingto
glass, encapsulation, cell and back-sheet. A 5mm thick panel
was investigated with solar cell having a standard 0.5mm
thickness. The drag and lift coefficients for different wind
speeds over a flat plate at 25° inclination were obtained from
the existing literatureandthe pressureforcecomponentswere
analytically calculated. These forces were resolved into the
normal and parallel directions to the panel surface. The force
in the direction surface traction force i.e., the shear force over
the top surface panel was found to be significantlyhigherthan
the force normal to the panel. This behaviour hinted at the
tendency of solar panel to strain moreintheupwarddirection,
parallel to the top surface. This is due to the increase of lift
coefficient with increase in wind speed.
Key Words: Solar panel stress, cyclone wind effect, panel
drag and lift, multilayer panel analysis
1.INTRODUCTION
High wind speeds pose significant challenges to the
structural integrity of solar panels. The force exerted by
strong winds can lead to mechanical stresson thepanelsand
their mounting systems. This stress may result in physical
damage, such as cracks or breaks in the panels or their
frames. In extreme cases, it can even cause the panels to
detach from their mounts. Additionally, wind-induced
vibrations can accelerate wear and tear on the panel
components over time. To address these issues, solar panel
installations in areas prone to high winds require robust
mounting systems, regular inspections, and proper
maintenance to ensure the longevity and reliability of the
solar energy system.
There have been a few attempts at this problem as observed
from the literature. Sauca et al. compared wind load
calculations using numerical simulation (CFD) and manual
calculations based on design codes. Manual calculations
overestimated forces due to not considering panel arrays,
with differences of around 31% for drag force and over10%
for lift force compared to CFD results. While,Shademanetal.
examine force distribution on standalone and arrayed solar
panels under various wind conditions and inclinations,
revealing key design considerations such as the critical gap
spacing for minimizing drag. However, a comprehensive
study of wind loading on different layers of the photovoltaic
module is lacking.
In order to understand the stress response across the
assembled solar panel, embedded in an aluminium frame,
every layer inside the solar panel consisting of glass
encapsulant (EVA) photovoltaic cell (silicon wafers) andthe
back-sheet (tedlar) was numerically assembled and
simulated for different wind pressures. The high-speed
winds of 120, 150, 180, 210 and 250 kmph were considered
to evaluate the impact on the thin solar panel. This range of
velocity has been categorized into five cyclone categoriesby
the National Disaster Management Authority, Govt. of India,
with wind speed of 250 or above kmph is considered as
catastrophic cyclone of category 5.
The importance of this study lies in the stress response
analysis of the very thin individual sub-layers in the solar
panel to the five cyclonic winds. This analysis can help
designing the reinforcements to the solar panel and its
supports in the cases of such natural disaster.
Table 1: Cyclone wind speeds categories as per National
Disaster Management Authority, Govt. of India
Cyclone
category
Wind speeds (km/hr) Damage Capacity
1 120-150 Minimal
2 150-180 Moderate
3 180-210 Extensive
4 210-250 Extreme
5 250 and above Catastrophic
2. MATHEMATICAL MODEL
A dynamic explicit finite element (FE) model was
implemented in AbaqusTM with the solar panel meshed with
hex element C3D8R i.e., 3-dimensional cubic element with
reduced integration points. The solar panel was embedded
in aluminium frame and the frame was assembled on the
steel support as shown in figure 1(a). The solar panel was
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 725
provided the dimension of 2m x 1m and a 5mm thickness
(figure 1(b)). The thickness of each layer obtained from Li,
2020 is given in table 1 given. The materials are assembled
in the panel in an order as mentioned serially in table 2. The
solar cell is sandwiched between the encapsulant, EVA.
(a)
(b)
Figure 1: (a) Assembly of solar panel in a case, inclined at
250 on a fixed support and; (b) Sub-layers inside the 5mm
thick solar panel. Each layer was provided respective
material property for the finite element analysis.
Table 2: Thickness and properties of materials used in the
solar panel.
Sr.
no.
Material Thickness
(mm)
Density
(Kg/m3)
Young’s
modulus
(Pa)
1 Glass 3.2 3000 70 e+09
2 EVA 0.5 960 65 e+06
3 Cell 0.5 2330 168 e+09
4 EVA 0.5 960 65 e+06
5 Tedlar 0.3 1200 3.5 e+09
2.1 Wind speeds and corresponding wind
pressures
Solar panels are usually inclined at 25° with the horizontal.
The pressures exerted by the winds were calculatedforeach
of the five cyclonic winds. The forces exerted are the drag
(skin friction and wake), lift and wind impact. Skin friction
was calculated and found be significantly less in comparison
to the wake drag, hence it was neglected in the actual FE
analysis.
The coefficients of drag ( ) and lift ( ) for winds flowing
over a flat surface at this inclination were referred from the
studies of Ortiz et al., 2015 and Pieris et al., 2022. The
and were assumed constant for the current analysis for
all the speeds owing to lower fluctuations of both the
coefficients at the given angle of attack. The pressures
applied due to drag and lift are given below in equations (1)
and (2).
(1)
(2)
Here P is the pressure due to drag or lift. is the air density
and is the free stream velocity. The wind speeds are in
the turbulent regime and the coefficients are directly used
from the literature which have considered the turbulent
effects while identifying the coefficients. Hence, these
coefficients are directly used to calculate the pressures
exerted to perform stress analysis.
Later, the impact of the wind flowing at velocity due to its
momentum was found as below by using Newton’s second
law of motion. Here, F is force and is mass.
(3)
(4)
But considering the current case where the velocity is to be
considered constant for the impact calculation, the term
becomes zero as there is no change in velocity. Hence, the
equation 4 becomes,
(5)
(6)
is the rate of change of volume.
(7)
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 726
(8)
i.e.;
(9)
Equation (9) was used to calculate pressure due to wind
impact.
2.2 Boundary Conditions
The steel support was provided with a fixed boundary
condition (all displacements as zero). All the three pressure
forces were resolved and appliedintwodirectionsviz.,along
the panel which is also called as surface traction and normal
to the panel as shown in figure 2. The pressures due to lift
and wind impact were applied on the top surface of the
panel, which has glass material on its side. The drag force is
mainly due to wake, hence it was applied at the back side of
the panel, where the back-sheet material was present.
Figure 2: Schematic of resolution of wind pressure forces
along and normal to the panel
3. RESULTS AND DISCUSSION
The wind pressures for the five speeds were calculated
based on the equations (1), (2) and (9). Thewindimpact had
the highest magnitude among the three forces (which isalso
due to smaller and for this angle of attack). As can be
seen in figure 2, all the forces along the panel i.e.,thetraction
forces add up to form the strongest force component on the
panel.
Figure 3 depicts von mises stress contours for the five
cyclone categories. The category 5 owingtothehighestwind
speed has shown more stress concentration than the others.
It can be observed that although the panel is acted upon bya
uniform pressure force, there isstraininggradientacrossthe
panel. This is specifically due to the contact of case and
support at the edges. These edges are hence prone to stress
concentrations. It can also be noted that, the point of least
stress is not at the center of the panel but slightly offset and
downstream along the panel. This is due to thetractionforce
was acting from bottom to top, hence, there is no symmetry
in stress response about the mid-plane.
Figure 3: Cyclone category-wise von mises stress contour
plots
The stress distribution at the edges was further explored to
identify the variation across the panel thickness. Figure 4
shows the highest stress accumulation at the solar cell layer
between the EVA encapsulants. The back-sheet and the
encapsulants have significantly lesser stress.Thisbehaviour
is also due to the relatively highest Young’s modulus of the
solar cell material, increasing the elastic stress. The
encapsulants, due to lower Young’s modulus could strain
more and absorb the pressure, which resulted into lower
stress values.
Figure 4: Variation in stress across the thickness of the
panel. Stress concentration region at the solar cell.
Further, in order to understand the extent of difference of
stresses between the middle and the edge regions in the
panel, a point was selected on the mid-plane at the middle
and at the edge, in the solar cell layer as showninfigure5(a).
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 727
The stress responses across all the wind speeds at both the
points were compared as in figures 5(b) and 5(c). The edge
showed roughly ten times more stress concentration than
the middle region, owing to the boundary condition in the
form of the aluminium case as shown in figure 1(a). This
simulation hence suggests an incorporation of such
boundary condition to the panel while analyzing the
stresses.
(a)
(b)
(c)
Figure 5: (a) Schematic of the points at which the
simulated data is extracted for von mises stress at 5 wind
speeds; (b) Mises stress at the middle point in the mid-
plane of the solar cell layer at different wind speed
categories and; (c) Mises stress at the edge in the mid-
plane of the solar cell layer at different wind speed
categories
4. CONCLUSIONS
Finite element simulations were performed in AbaqusTM to
predict the stress across the solar panel inclined at 250
against five different wind speed loads correspondingtofive
cyclone categories. The simulationsconsistedofa composite
solar panel of 5 sub-layers having different material
properties.
 The analytical calculations of wind pressures
suggested a higher surface traction force on the
panel than the force normal to it
 The simulations suggest a relatively high
concentration region at the solar cell layer though
the magnitude is lesser than the plastic range.
 The edge of the solar layer displayed significantly
higher stressconcentrationthanthemiddleportion,
owing to the case fixture being attached at that
location.
 This study can help in analyzing and designing the
safety reinforcements for the solar cell layer in the
solar panels, especiallywhiledesigningathighwind
speed prone areas.
REFERENCES
[1] Abaqus Documentation, 2017.
[2] Li, Z., 2020, September. Stress analysis of the solar cells
in pv modules. In Journal of Physics: Conference
Series (Vol. 1622, No. 1, p. 012123). IOP Publishing.
doi:10.1088/1742-6596/1622/1/012123
[3] Natural disaster management authority, Govt. of India.
https://ndma.gov.in/Natural-Hazards/Cyclone
[4] Ortiz, X., Rival, D. and Wood, D., 2015. Forces and
moments on flat plates of small aspect ratio with
application to PV wind loads and small wind turbine
blades. Energies, 8(4), pp.2438-2453.
https://doi.org/10.3390/en8042438
[5] Pieris, S., Yarusevych, S. and Peterson, S.D., 2022. Flow
development over inclined flat plates in ground effect
and relation to aerodynamic loads. Physics of
Fluids, 34(9). https://doi.org/10.1063/5.0102406
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 728
[6] Sauca, A. C., Milchiș, T., & Gobesz, F. Z. (2019). Wind
loading on solar panels. Műszaki Tudományos
Közlemények, 10(1), 73-78.
[7] Shademan, M., & Hangan, H. (2009, June). Wind loading
on solar panels at different inclination angles. In 11th
Americas conference on wind engineering (pp. 22-26).

More Related Content

Similar to Numerical Prediction of the Effect of Cyclonic Wind Pressures on the Solar Panels

FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...
FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...
FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...IAEME Publication
 
Bird Impact Analysis of a Composite Wind Turbine Blade
Bird Impact Analysis of a Composite Wind Turbine BladeBird Impact Analysis of a Composite Wind Turbine Blade
Bird Impact Analysis of a Composite Wind Turbine BladeIRJET Journal
 
Comparison of the lateral deflection at midpoint of long & short side column
Comparison of the lateral deflection at midpoint of long & short side columnComparison of the lateral deflection at midpoint of long & short side column
Comparison of the lateral deflection at midpoint of long & short side columnIAEME Publication
 
CFD Analysis for Computing Drag force on Various types of blades for Vertical...
CFD Analysis for Computing Drag force on Various types of blades for Vertical...CFD Analysis for Computing Drag force on Various types of blades for Vertical...
CFD Analysis for Computing Drag force on Various types of blades for Vertical...IRJET Journal
 
Shock Simulation of the Optics Mirror Assembly By Numerical Method
Shock Simulation of the Optics Mirror Assembly By Numerical MethodShock Simulation of the Optics Mirror Assembly By Numerical Method
Shock Simulation of the Optics Mirror Assembly By Numerical MethodIJERA Editor
 
Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...
Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...
Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...IRJET Journal
 
AEROELASTIC ANALYSIS OF MOVING BLADE
AEROELASTIC ANALYSIS OF MOVING BLADEAEROELASTIC ANALYSIS OF MOVING BLADE
AEROELASTIC ANALYSIS OF MOVING BLADEIRJET Journal
 
Dynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear Interaction
Dynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear  InteractionDynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear  Interaction
Dynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear InteractionFranco Bontempi
 
IRJET- Error Identification and Comparison with Agma Standard in Gears us...
IRJET-  	  Error Identification and Comparison with Agma Standard in Gears us...IRJET-  	  Error Identification and Comparison with Agma Standard in Gears us...
IRJET- Error Identification and Comparison with Agma Standard in Gears us...IRJET Journal
 
IRJET- Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...
IRJET-  	  Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...IRJET-  	  Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...
IRJET- Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...IRJET Journal
 
IRJET- Seismic Performance of Building using Accordion Metallic Damper
IRJET-  	  Seismic Performance of Building using Accordion Metallic DamperIRJET-  	  Seismic Performance of Building using Accordion Metallic Damper
IRJET- Seismic Performance of Building using Accordion Metallic DamperIRJET Journal
 
Design of vertical axis wind turbine for harnessing optimum power
Design of vertical axis wind turbine for harnessing optimum powerDesign of vertical axis wind turbine for harnessing optimum power
Design of vertical axis wind turbine for harnessing optimum powerIAEME Publication
 
EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...
EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...
EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...Barhm Mohamad
 
SEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERS
SEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERSSEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERS
SEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERSIAEME Publication
 

Similar to Numerical Prediction of the Effect of Cyclonic Wind Pressures on the Solar Panels (20)

FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...
FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...
FATIGUE ASSESSMENT OF DATA ACQUISITION SYSTEM UNDER RANDOM VIBRATION LOAD FOR...
 
Bird Impact Analysis of a Composite Wind Turbine Blade
Bird Impact Analysis of a Composite Wind Turbine BladeBird Impact Analysis of a Composite Wind Turbine Blade
Bird Impact Analysis of a Composite Wind Turbine Blade
 
Comparison of the lateral deflection at midpoint of long & short side column
Comparison of the lateral deflection at midpoint of long & short side columnComparison of the lateral deflection at midpoint of long & short side column
Comparison of the lateral deflection at midpoint of long & short side column
 
CFD Analysis for Computing Drag force on Various types of blades for Vertical...
CFD Analysis for Computing Drag force on Various types of blades for Vertical...CFD Analysis for Computing Drag force on Various types of blades for Vertical...
CFD Analysis for Computing Drag force on Various types of blades for Vertical...
 
Shock Simulation of the Optics Mirror Assembly By Numerical Method
Shock Simulation of the Optics Mirror Assembly By Numerical MethodShock Simulation of the Optics Mirror Assembly By Numerical Method
Shock Simulation of the Optics Mirror Assembly By Numerical Method
 
Design of manual solar tracking system wps
Design of manual solar tracking system wpsDesign of manual solar tracking system wps
Design of manual solar tracking system wps
 
Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...
Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...
Modal, Fatigue and Fracture Analysis of Wing Fuselage Lug Joint Bracket for a...
 
P01254123131
P01254123131P01254123131
P01254123131
 
Ar33252258
Ar33252258Ar33252258
Ar33252258
 
Ar33252258
Ar33252258Ar33252258
Ar33252258
 
AEROELASTIC ANALYSIS OF MOVING BLADE
AEROELASTIC ANALYSIS OF MOVING BLADEAEROELASTIC ANALYSIS OF MOVING BLADE
AEROELASTIC ANALYSIS OF MOVING BLADE
 
Dynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear Interaction
Dynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear  InteractionDynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear  Interaction
Dynamic Analysis of an Offshore Wind Turbine: Wind-Waves Nonlinear Interaction
 
IRJET- Error Identification and Comparison with Agma Standard in Gears us...
IRJET-  	  Error Identification and Comparison with Agma Standard in Gears us...IRJET-  	  Error Identification and Comparison with Agma Standard in Gears us...
IRJET- Error Identification and Comparison with Agma Standard in Gears us...
 
IRJET- Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...
IRJET-  	  Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...IRJET-  	  Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...
IRJET- Behaviour of Tuned Mass Dampers on Dynamic Response of Structure u...
 
B1302040611
B1302040611B1302040611
B1302040611
 
IRJET- Seismic Performance of Building using Accordion Metallic Damper
IRJET-  	  Seismic Performance of Building using Accordion Metallic DamperIRJET-  	  Seismic Performance of Building using Accordion Metallic Damper
IRJET- Seismic Performance of Building using Accordion Metallic Damper
 
Design of vertical axis wind turbine for harnessing optimum power
Design of vertical axis wind turbine for harnessing optimum powerDesign of vertical axis wind turbine for harnessing optimum power
Design of vertical axis wind turbine for harnessing optimum power
 
EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...
EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...
EFFECTS OF TRANSIENT LOAD ONGASTURBINE BLADE STRESS AND FATIGUE LIFE CHARACTE...
 
SEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERS
SEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERSSEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERS
SEISMIC PROTECTION OF RC FRAMES USING FRICTION DAMPERS
 
Ijciet 08 02_031
Ijciet 08 02_031Ijciet 08 02_031
Ijciet 08 02_031
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET 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
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
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
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSSIVASHANKAR N
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...RajaP95
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINESIVASHANKAR N
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 

Recently uploaded (20)

(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 

Numerical Prediction of the Effect of Cyclonic Wind Pressures on the Solar Panels

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 724 Numerical Prediction of the Effect of Cyclonic Wind Pressures on the Solar Panels Yash Deepak Chadha1, Sunny Kumar Barnwal2 1Jamnabai Narsee International School, Mumbai, India. 2Indian Institute of Technology Bombay, Mumbai, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract – A commercial solar panel of standard dimensions is simulated in AbaqusTM for different pressure loads for the respective fivecyclonicwindspeedcategoriesviz., 120, 150, 180, 210 and 250 kmph. The model was implemented with five sub-layers inside the thin solarpanelto understand the stress responseateverylayercorrespondingto glass, encapsulation, cell and back-sheet. A 5mm thick panel was investigated with solar cell having a standard 0.5mm thickness. The drag and lift coefficients for different wind speeds over a flat plate at 25° inclination were obtained from the existing literatureandthe pressureforcecomponentswere analytically calculated. These forces were resolved into the normal and parallel directions to the panel surface. The force in the direction surface traction force i.e., the shear force over the top surface panel was found to be significantlyhigherthan the force normal to the panel. This behaviour hinted at the tendency of solar panel to strain moreintheupwarddirection, parallel to the top surface. This is due to the increase of lift coefficient with increase in wind speed. Key Words: Solar panel stress, cyclone wind effect, panel drag and lift, multilayer panel analysis 1.INTRODUCTION High wind speeds pose significant challenges to the structural integrity of solar panels. The force exerted by strong winds can lead to mechanical stresson thepanelsand their mounting systems. This stress may result in physical damage, such as cracks or breaks in the panels or their frames. In extreme cases, it can even cause the panels to detach from their mounts. Additionally, wind-induced vibrations can accelerate wear and tear on the panel components over time. To address these issues, solar panel installations in areas prone to high winds require robust mounting systems, regular inspections, and proper maintenance to ensure the longevity and reliability of the solar energy system. There have been a few attempts at this problem as observed from the literature. Sauca et al. compared wind load calculations using numerical simulation (CFD) and manual calculations based on design codes. Manual calculations overestimated forces due to not considering panel arrays, with differences of around 31% for drag force and over10% for lift force compared to CFD results. While,Shademanetal. examine force distribution on standalone and arrayed solar panels under various wind conditions and inclinations, revealing key design considerations such as the critical gap spacing for minimizing drag. However, a comprehensive study of wind loading on different layers of the photovoltaic module is lacking. In order to understand the stress response across the assembled solar panel, embedded in an aluminium frame, every layer inside the solar panel consisting of glass encapsulant (EVA) photovoltaic cell (silicon wafers) andthe back-sheet (tedlar) was numerically assembled and simulated for different wind pressures. The high-speed winds of 120, 150, 180, 210 and 250 kmph were considered to evaluate the impact on the thin solar panel. This range of velocity has been categorized into five cyclone categoriesby the National Disaster Management Authority, Govt. of India, with wind speed of 250 or above kmph is considered as catastrophic cyclone of category 5. The importance of this study lies in the stress response analysis of the very thin individual sub-layers in the solar panel to the five cyclonic winds. This analysis can help designing the reinforcements to the solar panel and its supports in the cases of such natural disaster. Table 1: Cyclone wind speeds categories as per National Disaster Management Authority, Govt. of India Cyclone category Wind speeds (km/hr) Damage Capacity 1 120-150 Minimal 2 150-180 Moderate 3 180-210 Extensive 4 210-250 Extreme 5 250 and above Catastrophic 2. MATHEMATICAL MODEL A dynamic explicit finite element (FE) model was implemented in AbaqusTM with the solar panel meshed with hex element C3D8R i.e., 3-dimensional cubic element with reduced integration points. The solar panel was embedded in aluminium frame and the frame was assembled on the steel support as shown in figure 1(a). The solar panel was
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 725 provided the dimension of 2m x 1m and a 5mm thickness (figure 1(b)). The thickness of each layer obtained from Li, 2020 is given in table 1 given. The materials are assembled in the panel in an order as mentioned serially in table 2. The solar cell is sandwiched between the encapsulant, EVA. (a) (b) Figure 1: (a) Assembly of solar panel in a case, inclined at 250 on a fixed support and; (b) Sub-layers inside the 5mm thick solar panel. Each layer was provided respective material property for the finite element analysis. Table 2: Thickness and properties of materials used in the solar panel. Sr. no. Material Thickness (mm) Density (Kg/m3) Young’s modulus (Pa) 1 Glass 3.2 3000 70 e+09 2 EVA 0.5 960 65 e+06 3 Cell 0.5 2330 168 e+09 4 EVA 0.5 960 65 e+06 5 Tedlar 0.3 1200 3.5 e+09 2.1 Wind speeds and corresponding wind pressures Solar panels are usually inclined at 25° with the horizontal. The pressures exerted by the winds were calculatedforeach of the five cyclonic winds. The forces exerted are the drag (skin friction and wake), lift and wind impact. Skin friction was calculated and found be significantly less in comparison to the wake drag, hence it was neglected in the actual FE analysis. The coefficients of drag ( ) and lift ( ) for winds flowing over a flat surface at this inclination were referred from the studies of Ortiz et al., 2015 and Pieris et al., 2022. The and were assumed constant for the current analysis for all the speeds owing to lower fluctuations of both the coefficients at the given angle of attack. The pressures applied due to drag and lift are given below in equations (1) and (2). (1) (2) Here P is the pressure due to drag or lift. is the air density and is the free stream velocity. The wind speeds are in the turbulent regime and the coefficients are directly used from the literature which have considered the turbulent effects while identifying the coefficients. Hence, these coefficients are directly used to calculate the pressures exerted to perform stress analysis. Later, the impact of the wind flowing at velocity due to its momentum was found as below by using Newton’s second law of motion. Here, F is force and is mass. (3) (4) But considering the current case where the velocity is to be considered constant for the impact calculation, the term becomes zero as there is no change in velocity. Hence, the equation 4 becomes, (5) (6) is the rate of change of volume. (7)
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 726 (8) i.e.; (9) Equation (9) was used to calculate pressure due to wind impact. 2.2 Boundary Conditions The steel support was provided with a fixed boundary condition (all displacements as zero). All the three pressure forces were resolved and appliedintwodirectionsviz.,along the panel which is also called as surface traction and normal to the panel as shown in figure 2. The pressures due to lift and wind impact were applied on the top surface of the panel, which has glass material on its side. The drag force is mainly due to wake, hence it was applied at the back side of the panel, where the back-sheet material was present. Figure 2: Schematic of resolution of wind pressure forces along and normal to the panel 3. RESULTS AND DISCUSSION The wind pressures for the five speeds were calculated based on the equations (1), (2) and (9). Thewindimpact had the highest magnitude among the three forces (which isalso due to smaller and for this angle of attack). As can be seen in figure 2, all the forces along the panel i.e.,thetraction forces add up to form the strongest force component on the panel. Figure 3 depicts von mises stress contours for the five cyclone categories. The category 5 owingtothehighestwind speed has shown more stress concentration than the others. It can be observed that although the panel is acted upon bya uniform pressure force, there isstraininggradientacrossthe panel. This is specifically due to the contact of case and support at the edges. These edges are hence prone to stress concentrations. It can also be noted that, the point of least stress is not at the center of the panel but slightly offset and downstream along the panel. This is due to thetractionforce was acting from bottom to top, hence, there is no symmetry in stress response about the mid-plane. Figure 3: Cyclone category-wise von mises stress contour plots The stress distribution at the edges was further explored to identify the variation across the panel thickness. Figure 4 shows the highest stress accumulation at the solar cell layer between the EVA encapsulants. The back-sheet and the encapsulants have significantly lesser stress.Thisbehaviour is also due to the relatively highest Young’s modulus of the solar cell material, increasing the elastic stress. The encapsulants, due to lower Young’s modulus could strain more and absorb the pressure, which resulted into lower stress values. Figure 4: Variation in stress across the thickness of the panel. Stress concentration region at the solar cell. Further, in order to understand the extent of difference of stresses between the middle and the edge regions in the panel, a point was selected on the mid-plane at the middle and at the edge, in the solar cell layer as showninfigure5(a).
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 727 The stress responses across all the wind speeds at both the points were compared as in figures 5(b) and 5(c). The edge showed roughly ten times more stress concentration than the middle region, owing to the boundary condition in the form of the aluminium case as shown in figure 1(a). This simulation hence suggests an incorporation of such boundary condition to the panel while analyzing the stresses. (a) (b) (c) Figure 5: (a) Schematic of the points at which the simulated data is extracted for von mises stress at 5 wind speeds; (b) Mises stress at the middle point in the mid- plane of the solar cell layer at different wind speed categories and; (c) Mises stress at the edge in the mid- plane of the solar cell layer at different wind speed categories 4. CONCLUSIONS Finite element simulations were performed in AbaqusTM to predict the stress across the solar panel inclined at 250 against five different wind speed loads correspondingtofive cyclone categories. The simulationsconsistedofa composite solar panel of 5 sub-layers having different material properties.  The analytical calculations of wind pressures suggested a higher surface traction force on the panel than the force normal to it  The simulations suggest a relatively high concentration region at the solar cell layer though the magnitude is lesser than the plastic range.  The edge of the solar layer displayed significantly higher stressconcentrationthanthemiddleportion, owing to the case fixture being attached at that location.  This study can help in analyzing and designing the safety reinforcements for the solar cell layer in the solar panels, especiallywhiledesigningathighwind speed prone areas. REFERENCES [1] Abaqus Documentation, 2017. [2] Li, Z., 2020, September. Stress analysis of the solar cells in pv modules. In Journal of Physics: Conference Series (Vol. 1622, No. 1, p. 012123). IOP Publishing. doi:10.1088/1742-6596/1622/1/012123 [3] Natural disaster management authority, Govt. of India. https://ndma.gov.in/Natural-Hazards/Cyclone [4] Ortiz, X., Rival, D. and Wood, D., 2015. Forces and moments on flat plates of small aspect ratio with application to PV wind loads and small wind turbine blades. Energies, 8(4), pp.2438-2453. https://doi.org/10.3390/en8042438 [5] Pieris, S., Yarusevych, S. and Peterson, S.D., 2022. Flow development over inclined flat plates in ground effect and relation to aerodynamic loads. Physics of Fluids, 34(9). https://doi.org/10.1063/5.0102406
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 09 | Sep 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 728 [6] Sauca, A. C., Milchiș, T., & Gobesz, F. Z. (2019). Wind loading on solar panels. Műszaki Tudományos Közlemények, 10(1), 73-78. [7] Shademan, M., & Hangan, H. (2009, June). Wind loading on solar panels at different inclination angles. In 11th Americas conference on wind engineering (pp. 22-26).