SlideShare a Scribd company logo
1 of 4
Download to read offline
IJSRD - International Journal for Scientific Research & Development| Vol. 1, Issue 05, 2013 | ISSN (online): 2321-0613
All rights reserved by www.ijsrd.com 1268
Model Development for Estimation of Failure Loads:
A Case Study of Composite Plates with Single Pin-Loaded Hole
K. Sridevi1
A. Satyadevi2
1, 2
Mechanical Engineering Department
1
Faculty of Tech. & Engg.(M. S. University),Baroda 2
G. I. T. A. M. University, Hyderabad
Abstract--- This paper deals with the study of failure loads
of glass vinylester composite plates with a circular hole
subjected to a traction force by a rigid pin. These are
investigated for two variables, the ratio of distance from the
free edge of the plate (E) to the diameter of the hole (D) and
the ratio of width of the plate (W) to the diameter of the hole
(D). The work consists of a numerical study of different
specimens using finite element analysis package ANSYS.
Also, a mathematical model has been developed to
determine the failure loads of different geometry plates. The
results obtained from the numerical study and the
mathematical models are compared with experimental
results from the existing literature and the correlations are
observed for both. A comparison of the experimental results
with the numerical model shows that the numerical model
gives results with correlation co-efficient 0.96. A
comparison of the experimental results with the
mathematical model shows that the mathematical model
gives results with correlation co-efficient 0.99. For
estimation of the failure loads within the range of E/D and
W/D considered for the study, the mathematical model
developed, i.e., Full Cubic Model proves to be more
efficient with the observed values of correlation co-efficient,
Root Mean Square Error and Maximum Absolute Error.
Keywords: composite plates, pin joint, failure load.
I. INTRODUCTION
Composite materials have become very popular and are used
in almost all fields due to their light weight, high strength to
weight ratio, good fatigue resistance, corrosion resistance
etc. compared to metals. The applicability of composite
materials has increased the demand for high reliability
materials in various industries like aerospace, aircraft, and
automobile. In building complex structures several parts
must be joined together. Mechanical joining using bolt or a
rivet is one method for joining parts. The difficulty with this
method is that the presence of a hole in a laminated plate
subjected to external loading introduces a disturbance in the
stress field. Stress concentrations are generated in the
vicinity of the hole making the joint a weak one. The
knowledge of failure strength of a joint helps in selecting the
appropriate joint size in a given application. The capability
of a composite structure to withstand any physical load can
be evaluated either by physical testing or any advanced
computational method. Performing physical tests on
composites is destructive and costly. So, implementing
advanced computational techniques to determine the failure
loads and failure modes are preferred after some
experiments are done.
Many investigators have studied the strength of
mechanically fastened joints in composite structures. Chang
et al. (1982) developed a computer code, which can be used
to calculate the maximum load. Icten et al. (2003)
investigated the mechanical behaviour and damage
development of woven glass fiber-epoxy composite pinned
joint. Vyasaraj and Kakhandki (2005) obtained analytical
solutions for an irregular shaped hole in an orthotropic
laminate. Karakuzu et al. (2006) predicted the failure loads
experimentally and numerically on glass vinylester
composite plates subjected to pin loading. In the numerical
analysis, they used the Hashin failure criterion in order to
determine failure loads and failure modes. LUSAS
commercial finite element software was utilized during their
analysis. Sridevi and Satyadevi (2006) carried out
numerical analysis to determine failure loads and failure
modes using ANSYS and then compared it with the
experimental results. Later the numerical analysis was done
to find the effect of different geometric parameters on the
failure loads and failure modes of specimens. Whitworth et
al. (2008) investigated the characteristic dimensions in
tension and compression using point stress failure criteria
and Yamada-Sun failure criteria. Nanda et al. (2009) studied
the effects of various geometric parameters on the behaviour
of three and four-pin joints in glass fiber/epoxy composite
laminate with emphasis on pitch-to-diameter ratio.
Numerical analysis was performed using a two-dimensional
finite element model to study the propagation of damage by
implementing Tsai–Wu failure criteria to predict failure load
and to differentiate failure modes. Experiments were
conducted to validate the results obtained from finite
element analysis. Aktas (2011) has done experimental and
numerical study to determine the failure behaviour of glass
epoxy composite plates with single and two holes. The
numerical study was performed by using ANSYS and
Yamada-Sun failure criteria were used. Ozen and Sayman
(2011) investigated experimentally and numerically the first
failure load and the bearing strength behaviour of pinned
joints of glass fibre reinforced woven epoxy composite
prepregs with two serial holes subjected to traction forces by
two serial rigid pins. Ondurucu (2012) has studied the
effects of joint geometry and stacking sequence on the
bearing strength and damage mode experimentally. Damage
progression was examined by using scanning electron
microscopy on specimens loaded up to ultimate failure.
Rahimi et al. (2012) has performed the Last Ply Failure
analysis of a laminated composite plate. The analysis is
carried out by employing Maximum Stress and Tsai-Wu
failure criteria. Khashaba et al. (2013) has dealt with the
failure and reliability analysis of composite pinned-joints
using theoretical models based on Weibull distribution
functions with experimental results for a guideline of safe
design strength. In the present work both numerical and
mathematical models are developed to determine the failure
loads of different pin loaded glass vinylester composite
Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole
(IJSRD/Vol. 1/Issue 05/2013/056)
All rights reserved by www.ijsrd.com 1269
plates. The results are later compared with experimental data
given by Karakuzu et al. (2006).
II. PROBLEM DEFINITION
In the present work a composite rectangular plate, shown in
Fig. 1, of length L+E, width W and thickness T is
considered. A hole of diameter D is present at a distance E
from one edge of the plate. A rigid pin is located at the
centre of the hole. A load P is applied to the plate along the
longitudinal axis. The plate is symmetric with respect to the
longitudinal axis. The diameter of the hole is taken as 5mm,
total length of the plate L+E as 200mm and thickness of the
plate T as 2.8mm.
The material properties considered are shown in
Table 1 given by Karakuzu et al. (2006). Different models
are obtained by varying E/D and W/D but keeping the
parameters D and T as constant. These models are analyzed
using Finite Element package ANSYS. Also, a mathematical
model is developed to obtain the failure loads of different
specimens. A comparison of both models with experimental
results is made and correlations are observed.
E1=E2
MPa
G12
MPa
µ12 Xt =Yt
MPa
XC=YCMPa S
MPa
Vf
%
20769 4133 0.09 395 260 75 63
Table. 1: Material properties of the plate.
III. NUMERICAL ANALYSIS
The Finite Element method was chosen for numerical
analysis of the model due to its unique capability to analyze
structures of complex material behaviour. The model was
developed by using ANSYS software. The Maximum Stress
theory is used to check the failure criterion. A two
dimensional model of the specimen is built. The specimen
has symmetry about the longitudinal axis. Therefore one
half of the model is created. A symmetry condition is
applied on the model along the longitudinal axis. The pin
located at the centre of the hole tries to compress one half of
the hole because of the load acting in the other direction. It
is considered as a radial constraint on the hole. The
boundary conditions applied on the finite element model are
as shown in Fig. 2 and Fig. 3. The model is meshed using
PLANE42 from the ANSYS element library.
Fig. 2: Model showing the boundary conditions
Fig. 3: Enlarged view of the hole showing the radial
constraint
The Failure of the specimen takes place either due to
tension, compression or shear. To check whether failure has
occurred, the failure criterion option available in ANSYS is
used. At this point the maximum induced stress in the
specimen reaches one of the permissible stresses viz. tensile,
compressive and shear stresses. The failure mode is decided
depending on which stress has reached its permissible limit
first. This procedure is continued with different specimens.
Different specimens are obtained by varying the geometric
proportions of the model. The geometry is varied by taking
W/D as 2, 3, 4 and 5 and for each W/D, E/D varying from 1
to 5. These specimens are analyzed for their failure loads
and compared with the available experimental results.
IV. MATHEMATICAL MODELING
A mathematical model has been developed to predict the
failure loads of specimens with different geometries using
curve expert. The model has been built with the available
experimental results. The equation has two independent
variables in W/D ratio as x1 and E/D ratio as x2. The
dependent variable considered here is the failure load P. The
thickness of the specimen and the diameter of the hole are
constant for all the specimens. A Full Cubic polynomial
equation is found to be best suited to determine the failure
loads for the existing problem. This equation can be used to
predict the failure load of specimens with other geometric
parameters within the given range i.e. for E/D and W/D
ratios for which experiments have not been done. The
limitation with the model is that the failure mode is not
predicted. But, we know that for higher values of E/D and
W/D the shear strength and normal strength of the plates
increase, so specimen tends to fail in bearing mode only.
Hence, the mathematical model is best suited to obtain the
results for failure loads. The equation developed is found to
be
P = a + b*x1 + c*x2 + d*x1
2
+ e*x2
2
+ f*x1
3
+ g*x2
3
+
h*x1*x2 + i*x1
2
*x2 + j*x1*x2
2
Where in the values of the co-efficients a, b, c, d, e,
f, g, h, i and j are given in Table 2 and graphical
representation of the model is shown in Fig. 4.
a b c d e
-2196.31 2636.96 1515.40 -670.57 -404.52
f g h i j
58.20 33.94 54.48 -12.08 7.44
Table. 2: Co-efficients of the Full Cubic Model Developed
Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole
(IJSRD/Vol. 1/Issue 05/2013/056)
All rights reserved by www.ijsrd.com 1270
Fig. 4: Full Cubic Model Developed
V. RESULTS AND DISCUSSION
The failure loads of specimens obtained by varying the E/D
and W/D ratios are found by numerical technique and also
from mathematical model. Numerical models are developed
using ANSYS. A comparison of the failure loads obtained
from experimental, numerical and mathematical model have
been made. Shown in the Fig. 5 and Fig. 6 are the graphs
plotted for the failure loads of specimens obtained from
experimental, numerical and mathematical models for
different W/D ratios and E/D ratios. All the three methods
show the same trend in the failure loads but the results
obtained by the mathematical model are close to the
experimental results. It is observed from the results obtained
that For a constant W/D ratio, the failure strength of the
specimen increases with increase in E/D. This is because
keeping the diameter of hole constant, when E/D increases,
the distance of the hole from one edge of the plate increases
which increases the shear strength of the specimen.
 With the increase in W/D ratio, keeping E/D ratio
constant, the failure load of the specimens increase.
This is because as W/D increases and hence the
width of the specimen, the normal strength of
specimen increases.
 Both numerical and mathematical models show the
same trend in failure loads with varying E/D and
W/D ratios.
 A comparison of the experimental results with the
numerical model shows that the numerical model
gives results with Correlation Co-efficient 0.96,
Maximum Absolute Error as 286N and Root Mean
Square Error as 162N.
A comparison of the experimental results with the
mathematical model shows that the mathematical model
gives results with Correlation Co-efficient 0.99, Maximum
Absolute Error as 176N and Root Mean Square Error as
80N.
Fig. 5: Comparison of results for constant W/D ratios
Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole
(IJSRD/Vol. 1/Issue 05/2013/056)
All rights reserved by www.ijsrd.com 1271
Fig. 6: Comparison of results for constant E/D ratios
VI. CONCLUSIONS
In the present work, failure loads of glass vinylester
composite plates with singe pin holes were studied by
mathematical modelling and numerical analysis using finite
element method for the geometrical parameters W/D and
E/D. Maximum stress theory was used to predict failure
loads by finite element analysis using ANSYS and a
mathematical model has also been developed for the same
using Curve Expert. A comparison of the both with the
experimental results show that
 The specimen is weak for lower values of E/D and W/D
and so failure occurs at small loads.
 E/D ratio has a greater effect on the failure load of the
specimen.
 As for higher values of E/D and W/D ratios, the
specimen generally fails in bearing mode only, and
hence the failure loads are the important parameters to
be analyzed, wherein the mathematical models prove to
be more efficient.
 The numerical model when compared with the
experimental results gives results with Correlation Co-
efficient 0.96, Maximum Absolute Error as 286N and
Root Mean Square Error as 162N.
 The mathematical model when compared to
experimental results gives results with Correlation Co-
efficient 0.99, Maximum Absolute Error as 176N and
Root Mean Square Error as 80N.
 For estimation of the failure loads within the range of
E/D and W/D considered for the study, the
mathematical model developed, i.e., Full Cubic Model
proves to be more efficient with the above given values
of Correlation Co-efficient, Maximum Absolute Error
and Root Mean Square Error.
REFERENCES
[1] Aktas, A., 2011, Failure analysis of serial pinned joints
in composite plates, Indian Journal of Engineering and
Material Sciences, Vol 18, 102-110
[2] Chang., F.K., Scott, R.A., Springer, G.S., 1982,
Strength of mechanically fastened composite joints,
Journal of Composite Materials; 16:470-494
[3] Icten, B.M., Okutan, B., Karakuzu, R., 2003. Failure
strength of woven glass fiber-epoxy composite pinned
joint. Journal of Composite Materials, vol. 37, no. 15,
1337-1351
[4] Karakuzu, R., Gulem, T., and Icten, B.M., 2006, Failure
analysis of woven laminated glass-
vinylestercomposites with pin loaded hole, Composite
Structures, 72 (1), 27-32
[5] Khashaba, U.A., Sebaey, T.A., Alnefaie, K.A., 2013,
Failure and reliability analysis of pinned-joints
composite laminates: Effects of stacking sequences,
Composites: Part B, 45 (2013) 1694–1703
[6] Nanda, A.K., Malhotra, S.K., Prasad, N.S., 2009,
Failure analysis of multi-pin joints in glass fibre/epoxy
composite laminates. Composite Structures, 91:266–77
[7] Ondurucu, A., 2012, Progressive failure analysis of
glass–epoxy laminated composite pinned-joints,
Materials and Design 36, 617–625
[8] Ozen, M., Sayman, O., 2011, Failure loads of
mechanical fastened pinned and bolted composite joints
with two serial holes, Composites: Part B 42, 264–274
[9] Rahimi, N., Hussain, A.K., Meon, M.S., Mahmud, J.,
2012, Capability Assessment of Finite Element
Software in Predicting the LastPly Failure of Composite
Laminates, International Symposium on Robotics and
Intelligent Sensors 2012 (IRIS 2012), Procedia
Engineering 41, 1647 – 1653
[10] Sridevi, K., Satyadevi, A., 2006, Failure analysis of
pin-loaded composite plates, Proceedings of 51st
Congress of The Indian Society of Theoritical and
Applied Mechanics (ISTAM),College of Engineering,
Andhra University, 18-21 Dec.,2006
[11] Vyasaraj and Kakhandki, 2005, Stress analysis of an
orthotropic plate with an irregular shaped hole for
different in-plane loading conditions-Part 1, Composite
Structures, 70, 255-274
[12]Whitworth, H.A., Aluko, O., Tomlinson, N.A., 2008,
Application of point stress criterion to the failure of
composite pinned joints, Engineering Fracture
Mechanics 75, 1829-1839.

More Related Content

What's hot

Fracture Toughness Characterization
Fracture Toughness CharacterizationFracture Toughness Characterization
Fracture Toughness CharacterizationIJERA Editor
 
IRJET- Stress Concentration of Plate with Rectangular Cutout
IRJET-  	  Stress Concentration of Plate with Rectangular CutoutIRJET-  	  Stress Concentration of Plate with Rectangular Cutout
IRJET- Stress Concentration of Plate with Rectangular CutoutIRJET Journal
 
size effect on fracture
size effect on fracturesize effect on fracture
size effect on fractureAly Domiaty
 
Study of Damage to ABS Specimens Submitted To Uniaxial Loading
Study of Damage to ABS Specimens Submitted To Uniaxial LoadingStudy of Damage to ABS Specimens Submitted To Uniaxial Loading
Study of Damage to ABS Specimens Submitted To Uniaxial Loadingtheijes
 
TRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDT
TRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDTTRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDT
TRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDTP singh
 
A review and buckling analysis of stiffened plate
A review and buckling analysis of stiffened plateA review and buckling analysis of stiffened plate
A review and buckling analysis of stiffened plateeSAT Journals
 
Parametric study on reinforced concrete beam
Parametric study on reinforced concrete beamParametric study on reinforced concrete beam
Parametric study on reinforced concrete beamAlexander Decker
 
NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...
NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...
NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...IAEME Publication
 
Analysis of buckling behaviour of functionally graded plates
Analysis of buckling behaviour of functionally graded platesAnalysis of buckling behaviour of functionally graded plates
Analysis of buckling behaviour of functionally graded platesByju Vijayan
 
Analysis of Functionally Graded Material Plate under Transverse Load for Vari...
Analysis of Functionally Graded Material Plate under Transverse Load for Vari...Analysis of Functionally Graded Material Plate under Transverse Load for Vari...
Analysis of Functionally Graded Material Plate under Transverse Load for Vari...IOSR Journals
 
Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy
Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy
Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy IJERA Editor
 
Design and fabrication of corrugated sandwich panel using taguchi method 2
Design and fabrication of corrugated sandwich panel using taguchi method 2Design and fabrication of corrugated sandwich panel using taguchi method 2
Design and fabrication of corrugated sandwich panel using taguchi method 2IAEME Publication
 
Numerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC Beams
Numerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC BeamsNumerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC Beams
Numerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC BeamsP singh
 
LITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESS
LITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESSLITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESS
LITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESSijiert bestjournal
 
Numerical Analysis of Hygrothermal Effect on Laminated Composite Plates
Numerical Analysis of Hygrothermal Effect on Laminated Composite PlatesNumerical Analysis of Hygrothermal Effect on Laminated Composite Plates
Numerical Analysis of Hygrothermal Effect on Laminated Composite PlatesIRJET Journal
 

What's hot (18)

Fracture Toughness Characterization
Fracture Toughness CharacterizationFracture Toughness Characterization
Fracture Toughness Characterization
 
IRJET- Stress Concentration of Plate with Rectangular Cutout
IRJET-  	  Stress Concentration of Plate with Rectangular CutoutIRJET-  	  Stress Concentration of Plate with Rectangular Cutout
IRJET- Stress Concentration of Plate with Rectangular Cutout
 
size effect on fracture
size effect on fracturesize effect on fracture
size effect on fracture
 
Study of Damage to ABS Specimens Submitted To Uniaxial Loading
Study of Damage to ABS Specimens Submitted To Uniaxial LoadingStudy of Damage to ABS Specimens Submitted To Uniaxial Loading
Study of Damage to ABS Specimens Submitted To Uniaxial Loading
 
Ijetr042313
Ijetr042313Ijetr042313
Ijetr042313
 
P026088090
P026088090P026088090
P026088090
 
TRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDT
TRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDTTRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDT
TRANSIENT ANALYSIS OF PIEZOLAMINATED COMPOSITE PLATES USING HSDT
 
A review and buckling analysis of stiffened plate
A review and buckling analysis of stiffened plateA review and buckling analysis of stiffened plate
A review and buckling analysis of stiffened plate
 
Parametric study on reinforced concrete beam
Parametric study on reinforced concrete beamParametric study on reinforced concrete beam
Parametric study on reinforced concrete beam
 
NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...
NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...
NONLINEAR FINITE ELEMENT ANALYSIS FOR REINFORCED CONCRETE SLABS UNDER PUNCHIN...
 
Analysis of buckling behaviour of functionally graded plates
Analysis of buckling behaviour of functionally graded platesAnalysis of buckling behaviour of functionally graded plates
Analysis of buckling behaviour of functionally graded plates
 
Analysis of Functionally Graded Material Plate under Transverse Load for Vari...
Analysis of Functionally Graded Material Plate under Transverse Load for Vari...Analysis of Functionally Graded Material Plate under Transverse Load for Vari...
Analysis of Functionally Graded Material Plate under Transverse Load for Vari...
 
Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy
Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy
Low cycle biaxial fatigue behavior of direct aged Nickel-based 718 superalloy
 
Design and fabrication of corrugated sandwich panel using taguchi method 2
Design and fabrication of corrugated sandwich panel using taguchi method 2Design and fabrication of corrugated sandwich panel using taguchi method 2
Design and fabrication of corrugated sandwich panel using taguchi method 2
 
Numerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC Beams
Numerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC BeamsNumerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC Beams
Numerical Analysis of Engineered Steel Fibers as Shear Reinforcement in RC Beams
 
LITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESS
LITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESSLITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESS
LITERATURE REVIEW ON FRACTURE TOUGHNESS AND IMPACT TOUGHNESS
 
Numerical Analysis of Hygrothermal Effect on Laminated Composite Plates
Numerical Analysis of Hygrothermal Effect on Laminated Composite PlatesNumerical Analysis of Hygrothermal Effect on Laminated Composite Plates
Numerical Analysis of Hygrothermal Effect on Laminated Composite Plates
 
functionally graded material
functionally graded materialfunctionally graded material
functionally graded material
 

Viewers also liked

Viewers also liked (6)

AHP technique a way to show preferences amongst alternatives
AHP technique a way to show preferences amongst alternativesAHP technique a way to show preferences amongst alternatives
AHP technique a way to show preferences amongst alternatives
 
Yapay Sinir Ağları
Yapay Sinir AğlarıYapay Sinir Ağları
Yapay Sinir Ağları
 
Yapay sinir agları
Yapay sinir aglarıYapay sinir agları
Yapay sinir agları
 
Yapay Sinir Aglari
Yapay Sinir AglariYapay Sinir Aglari
Yapay Sinir Aglari
 
Ysa matlab
Ysa matlabYsa matlab
Ysa matlab
 
Yapay Sinir Ağları
Yapay Sinir AğlarıYapay Sinir Ağları
Yapay Sinir Ağları
 

Similar to Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole

Failure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesFailure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesiaemedu
 
Failure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesFailure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesIAEME Publication
 
Failure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesFailure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesiaemedu
 
00b49525fa49d16b34000000
00b49525fa49d16b3400000000b49525fa49d16b34000000
00b49525fa49d16b34000000manojg1990
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
Modelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in AnsysModelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in AnsysIOSR Journals
 
Buckling analysis of thin carbon
Buckling analysis of thin carbonBuckling analysis of thin carbon
Buckling analysis of thin carboneSAT Journals
 
Buckling analysis of thin carbonepoxy plate with
Buckling analysis of thin carbonepoxy plate withBuckling analysis of thin carbonepoxy plate with
Buckling analysis of thin carbonepoxy plate witheSAT Publishing House
 
86202004
8620200486202004
86202004IJRAT
 
New Synopsis updated 123 (2).pptx
New Synopsis updated 123 (2).pptxNew Synopsis updated 123 (2).pptx
New Synopsis updated 123 (2).pptxThanojKumarK
 
Probabilistic Design of Hollow Circular Composite Structure by using Finite E...
Probabilistic Design of Hollow Circular Composite Structure by using Finite E...Probabilistic Design of Hollow Circular Composite Structure by using Finite E...
Probabilistic Design of Hollow Circular Composite Structure by using Finite E...IJERA Editor
 
Sharma2016 development of probabilistic fatigue curve for asphalt concrete
Sharma2016 development of probabilistic fatigue curve for asphalt concreteSharma2016 development of probabilistic fatigue curve for asphalt concrete
Sharma2016 development of probabilistic fatigue curve for asphalt concretePurshottamSharma6
 
Static Analysis of Single Lap Joint of Composite Materials
Static Analysis of Single Lap Joint of Composite MaterialsStatic Analysis of Single Lap Joint of Composite Materials
Static Analysis of Single Lap Joint of Composite Materialsijsrd.com
 
A critical comparison of shear tests for adhesive joints.pdf
A critical comparison of shear tests for adhesive joints.pdfA critical comparison of shear tests for adhesive joints.pdf
A critical comparison of shear tests for adhesive joints.pdfssuser9f67f31
 
IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...
IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...
IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...IRJET Journal
 

Similar to Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole (20)

Failure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesFailure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite plates
 
Failure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesFailure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite plates
 
Failure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite platesFailure analysis of pin loaded glass epoxy polystyrene composite plates
Failure analysis of pin loaded glass epoxy polystyrene composite plates
 
00b49525fa49d16b34000000
00b49525fa49d16b3400000000b49525fa49d16b34000000
00b49525fa49d16b34000000
 
International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)International Journal of Engineering Research and Development (IJERD)
International Journal of Engineering Research and Development (IJERD)
 
Modelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in AnsysModelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
Modelling and Analysis of Hybrid Composite Joint Using Fem in Ansys
 
643051
643051643051
643051
 
Buckling analysis of thin carbon
Buckling analysis of thin carbonBuckling analysis of thin carbon
Buckling analysis of thin carbon
 
Buckling analysis of thin carbonepoxy plate with
Buckling analysis of thin carbonepoxy plate withBuckling analysis of thin carbonepoxy plate with
Buckling analysis of thin carbonepoxy plate with
 
Ak34224227
Ak34224227Ak34224227
Ak34224227
 
Bb35295305
Bb35295305Bb35295305
Bb35295305
 
86202004
8620200486202004
86202004
 
LabReport4
LabReport4LabReport4
LabReport4
 
Ijmet 10 01_023
Ijmet 10 01_023Ijmet 10 01_023
Ijmet 10 01_023
 
New Synopsis updated 123 (2).pptx
New Synopsis updated 123 (2).pptxNew Synopsis updated 123 (2).pptx
New Synopsis updated 123 (2).pptx
 
Probabilistic Design of Hollow Circular Composite Structure by using Finite E...
Probabilistic Design of Hollow Circular Composite Structure by using Finite E...Probabilistic Design of Hollow Circular Composite Structure by using Finite E...
Probabilistic Design of Hollow Circular Composite Structure by using Finite E...
 
Sharma2016 development of probabilistic fatigue curve for asphalt concrete
Sharma2016 development of probabilistic fatigue curve for asphalt concreteSharma2016 development of probabilistic fatigue curve for asphalt concrete
Sharma2016 development of probabilistic fatigue curve for asphalt concrete
 
Static Analysis of Single Lap Joint of Composite Materials
Static Analysis of Single Lap Joint of Composite MaterialsStatic Analysis of Single Lap Joint of Composite Materials
Static Analysis of Single Lap Joint of Composite Materials
 
A critical comparison of shear tests for adhesive joints.pdf
A critical comparison of shear tests for adhesive joints.pdfA critical comparison of shear tests for adhesive joints.pdf
A critical comparison of shear tests for adhesive joints.pdf
 
IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...
IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...
IRJET-Analysis of Functionally Graded Thick Walled Truncated Cone Pressure Ve...
 

More from ijsrd.com

IoT Enabled Smart Grid
IoT Enabled Smart GridIoT Enabled Smart Grid
IoT Enabled Smart Gridijsrd.com
 
A Survey Report on : Security & Challenges in Internet of Things
A Survey Report on : Security & Challenges in Internet of ThingsA Survey Report on : Security & Challenges in Internet of Things
A Survey Report on : Security & Challenges in Internet of Thingsijsrd.com
 
IoT for Everyday Life
IoT for Everyday LifeIoT for Everyday Life
IoT for Everyday Lifeijsrd.com
 
Study on Issues in Managing and Protecting Data of IOT
Study on Issues in Managing and Protecting Data of IOTStudy on Issues in Managing and Protecting Data of IOT
Study on Issues in Managing and Protecting Data of IOTijsrd.com
 
Interactive Technologies for Improving Quality of Education to Build Collabor...
Interactive Technologies for Improving Quality of Education to Build Collabor...Interactive Technologies for Improving Quality of Education to Build Collabor...
Interactive Technologies for Improving Quality of Education to Build Collabor...ijsrd.com
 
Internet of Things - Paradigm Shift of Future Internet Application for Specia...
Internet of Things - Paradigm Shift of Future Internet Application for Specia...Internet of Things - Paradigm Shift of Future Internet Application for Specia...
Internet of Things - Paradigm Shift of Future Internet Application for Specia...ijsrd.com
 
A Study of the Adverse Effects of IoT on Student's Life
A Study of the Adverse Effects of IoT on Student's LifeA Study of the Adverse Effects of IoT on Student's Life
A Study of the Adverse Effects of IoT on Student's Lifeijsrd.com
 
Pedagogy for Effective use of ICT in English Language Learning
Pedagogy for Effective use of ICT in English Language LearningPedagogy for Effective use of ICT in English Language Learning
Pedagogy for Effective use of ICT in English Language Learningijsrd.com
 
Virtual Eye - Smart Traffic Navigation System
Virtual Eye - Smart Traffic Navigation SystemVirtual Eye - Smart Traffic Navigation System
Virtual Eye - Smart Traffic Navigation Systemijsrd.com
 
Ontological Model of Educational Programs in Computer Science (Bachelor and M...
Ontological Model of Educational Programs in Computer Science (Bachelor and M...Ontological Model of Educational Programs in Computer Science (Bachelor and M...
Ontological Model of Educational Programs in Computer Science (Bachelor and M...ijsrd.com
 
Understanding IoT Management for Smart Refrigerator
Understanding IoT Management for Smart RefrigeratorUnderstanding IoT Management for Smart Refrigerator
Understanding IoT Management for Smart Refrigeratorijsrd.com
 
DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...
DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...
DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...ijsrd.com
 
A Review: Microwave Energy for materials processing
A Review: Microwave Energy for materials processingA Review: Microwave Energy for materials processing
A Review: Microwave Energy for materials processingijsrd.com
 
Web Usage Mining: A Survey on User's Navigation Pattern from Web Logs
Web Usage Mining: A Survey on User's Navigation Pattern from Web LogsWeb Usage Mining: A Survey on User's Navigation Pattern from Web Logs
Web Usage Mining: A Survey on User's Navigation Pattern from Web Logsijsrd.com
 
APPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEM
APPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEMAPPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEM
APPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEMijsrd.com
 
Making model of dual axis solar tracking with Maximum Power Point Tracking
Making model of dual axis solar tracking with Maximum Power Point TrackingMaking model of dual axis solar tracking with Maximum Power Point Tracking
Making model of dual axis solar tracking with Maximum Power Point Trackingijsrd.com
 
A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...
A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...
A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...ijsrd.com
 
Study and Review on Various Current Comparators
Study and Review on Various Current ComparatorsStudy and Review on Various Current Comparators
Study and Review on Various Current Comparatorsijsrd.com
 
Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...
Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...
Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...ijsrd.com
 
Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.ijsrd.com
 

More from ijsrd.com (20)

IoT Enabled Smart Grid
IoT Enabled Smart GridIoT Enabled Smart Grid
IoT Enabled Smart Grid
 
A Survey Report on : Security & Challenges in Internet of Things
A Survey Report on : Security & Challenges in Internet of ThingsA Survey Report on : Security & Challenges in Internet of Things
A Survey Report on : Security & Challenges in Internet of Things
 
IoT for Everyday Life
IoT for Everyday LifeIoT for Everyday Life
IoT for Everyday Life
 
Study on Issues in Managing and Protecting Data of IOT
Study on Issues in Managing and Protecting Data of IOTStudy on Issues in Managing and Protecting Data of IOT
Study on Issues in Managing and Protecting Data of IOT
 
Interactive Technologies for Improving Quality of Education to Build Collabor...
Interactive Technologies for Improving Quality of Education to Build Collabor...Interactive Technologies for Improving Quality of Education to Build Collabor...
Interactive Technologies for Improving Quality of Education to Build Collabor...
 
Internet of Things - Paradigm Shift of Future Internet Application for Specia...
Internet of Things - Paradigm Shift of Future Internet Application for Specia...Internet of Things - Paradigm Shift of Future Internet Application for Specia...
Internet of Things - Paradigm Shift of Future Internet Application for Specia...
 
A Study of the Adverse Effects of IoT on Student's Life
A Study of the Adverse Effects of IoT on Student's LifeA Study of the Adverse Effects of IoT on Student's Life
A Study of the Adverse Effects of IoT on Student's Life
 
Pedagogy for Effective use of ICT in English Language Learning
Pedagogy for Effective use of ICT in English Language LearningPedagogy for Effective use of ICT in English Language Learning
Pedagogy for Effective use of ICT in English Language Learning
 
Virtual Eye - Smart Traffic Navigation System
Virtual Eye - Smart Traffic Navigation SystemVirtual Eye - Smart Traffic Navigation System
Virtual Eye - Smart Traffic Navigation System
 
Ontological Model of Educational Programs in Computer Science (Bachelor and M...
Ontological Model of Educational Programs in Computer Science (Bachelor and M...Ontological Model of Educational Programs in Computer Science (Bachelor and M...
Ontological Model of Educational Programs in Computer Science (Bachelor and M...
 
Understanding IoT Management for Smart Refrigerator
Understanding IoT Management for Smart RefrigeratorUnderstanding IoT Management for Smart Refrigerator
Understanding IoT Management for Smart Refrigerator
 
DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...
DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...
DESIGN AND ANALYSIS OF DOUBLE WISHBONE SUSPENSION SYSTEM USING FINITE ELEMENT...
 
A Review: Microwave Energy for materials processing
A Review: Microwave Energy for materials processingA Review: Microwave Energy for materials processing
A Review: Microwave Energy for materials processing
 
Web Usage Mining: A Survey on User's Navigation Pattern from Web Logs
Web Usage Mining: A Survey on User's Navigation Pattern from Web LogsWeb Usage Mining: A Survey on User's Navigation Pattern from Web Logs
Web Usage Mining: A Survey on User's Navigation Pattern from Web Logs
 
APPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEM
APPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEMAPPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEM
APPLICATION OF STATCOM to IMPROVED DYNAMIC PERFORMANCE OF POWER SYSTEM
 
Making model of dual axis solar tracking with Maximum Power Point Tracking
Making model of dual axis solar tracking with Maximum Power Point TrackingMaking model of dual axis solar tracking with Maximum Power Point Tracking
Making model of dual axis solar tracking with Maximum Power Point Tracking
 
A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...
A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...
A REVIEW PAPER ON PERFORMANCE AND EMISSION TEST OF 4 STROKE DIESEL ENGINE USI...
 
Study and Review on Various Current Comparators
Study and Review on Various Current ComparatorsStudy and Review on Various Current Comparators
Study and Review on Various Current Comparators
 
Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...
Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...
Reducing Silicon Real Estate and Switching Activity Using Low Power Test Patt...
 
Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.Defending Reactive Jammers in WSN using a Trigger Identification Service.
Defending Reactive Jammers in WSN using a Trigger Identification Service.
 

Recently uploaded

Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
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
 
Analog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAnalog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAbhinavSharma374939
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLDeelipZope
 
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
 
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
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
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
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).pptssuser5c9d4b1
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 

Recently uploaded (20)

Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman 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...
 
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
 
Analog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog ConverterAnalog to Digital and Digital to Analog Converter
Analog to Digital and Digital to Analog Converter
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCL
 
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
 
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 )
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
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...
 
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
 
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
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 

Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole

  • 1. IJSRD - International Journal for Scientific Research & Development| Vol. 1, Issue 05, 2013 | ISSN (online): 2321-0613 All rights reserved by www.ijsrd.com 1268 Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole K. Sridevi1 A. Satyadevi2 1, 2 Mechanical Engineering Department 1 Faculty of Tech. & Engg.(M. S. University),Baroda 2 G. I. T. A. M. University, Hyderabad Abstract--- This paper deals with the study of failure loads of glass vinylester composite plates with a circular hole subjected to a traction force by a rigid pin. These are investigated for two variables, the ratio of distance from the free edge of the plate (E) to the diameter of the hole (D) and the ratio of width of the plate (W) to the diameter of the hole (D). The work consists of a numerical study of different specimens using finite element analysis package ANSYS. Also, a mathematical model has been developed to determine the failure loads of different geometry plates. The results obtained from the numerical study and the mathematical models are compared with experimental results from the existing literature and the correlations are observed for both. A comparison of the experimental results with the numerical model shows that the numerical model gives results with correlation co-efficient 0.96. A comparison of the experimental results with the mathematical model shows that the mathematical model gives results with correlation co-efficient 0.99. For estimation of the failure loads within the range of E/D and W/D considered for the study, the mathematical model developed, i.e., Full Cubic Model proves to be more efficient with the observed values of correlation co-efficient, Root Mean Square Error and Maximum Absolute Error. Keywords: composite plates, pin joint, failure load. I. INTRODUCTION Composite materials have become very popular and are used in almost all fields due to their light weight, high strength to weight ratio, good fatigue resistance, corrosion resistance etc. compared to metals. The applicability of composite materials has increased the demand for high reliability materials in various industries like aerospace, aircraft, and automobile. In building complex structures several parts must be joined together. Mechanical joining using bolt or a rivet is one method for joining parts. The difficulty with this method is that the presence of a hole in a laminated plate subjected to external loading introduces a disturbance in the stress field. Stress concentrations are generated in the vicinity of the hole making the joint a weak one. The knowledge of failure strength of a joint helps in selecting the appropriate joint size in a given application. The capability of a composite structure to withstand any physical load can be evaluated either by physical testing or any advanced computational method. Performing physical tests on composites is destructive and costly. So, implementing advanced computational techniques to determine the failure loads and failure modes are preferred after some experiments are done. Many investigators have studied the strength of mechanically fastened joints in composite structures. Chang et al. (1982) developed a computer code, which can be used to calculate the maximum load. Icten et al. (2003) investigated the mechanical behaviour and damage development of woven glass fiber-epoxy composite pinned joint. Vyasaraj and Kakhandki (2005) obtained analytical solutions for an irregular shaped hole in an orthotropic laminate. Karakuzu et al. (2006) predicted the failure loads experimentally and numerically on glass vinylester composite plates subjected to pin loading. In the numerical analysis, they used the Hashin failure criterion in order to determine failure loads and failure modes. LUSAS commercial finite element software was utilized during their analysis. Sridevi and Satyadevi (2006) carried out numerical analysis to determine failure loads and failure modes using ANSYS and then compared it with the experimental results. Later the numerical analysis was done to find the effect of different geometric parameters on the failure loads and failure modes of specimens. Whitworth et al. (2008) investigated the characteristic dimensions in tension and compression using point stress failure criteria and Yamada-Sun failure criteria. Nanda et al. (2009) studied the effects of various geometric parameters on the behaviour of three and four-pin joints in glass fiber/epoxy composite laminate with emphasis on pitch-to-diameter ratio. Numerical analysis was performed using a two-dimensional finite element model to study the propagation of damage by implementing Tsai–Wu failure criteria to predict failure load and to differentiate failure modes. Experiments were conducted to validate the results obtained from finite element analysis. Aktas (2011) has done experimental and numerical study to determine the failure behaviour of glass epoxy composite plates with single and two holes. The numerical study was performed by using ANSYS and Yamada-Sun failure criteria were used. Ozen and Sayman (2011) investigated experimentally and numerically the first failure load and the bearing strength behaviour of pinned joints of glass fibre reinforced woven epoxy composite prepregs with two serial holes subjected to traction forces by two serial rigid pins. Ondurucu (2012) has studied the effects of joint geometry and stacking sequence on the bearing strength and damage mode experimentally. Damage progression was examined by using scanning electron microscopy on specimens loaded up to ultimate failure. Rahimi et al. (2012) has performed the Last Ply Failure analysis of a laminated composite plate. The analysis is carried out by employing Maximum Stress and Tsai-Wu failure criteria. Khashaba et al. (2013) has dealt with the failure and reliability analysis of composite pinned-joints using theoretical models based on Weibull distribution functions with experimental results for a guideline of safe design strength. In the present work both numerical and mathematical models are developed to determine the failure loads of different pin loaded glass vinylester composite
  • 2. Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole (IJSRD/Vol. 1/Issue 05/2013/056) All rights reserved by www.ijsrd.com 1269 plates. The results are later compared with experimental data given by Karakuzu et al. (2006). II. PROBLEM DEFINITION In the present work a composite rectangular plate, shown in Fig. 1, of length L+E, width W and thickness T is considered. A hole of diameter D is present at a distance E from one edge of the plate. A rigid pin is located at the centre of the hole. A load P is applied to the plate along the longitudinal axis. The plate is symmetric with respect to the longitudinal axis. The diameter of the hole is taken as 5mm, total length of the plate L+E as 200mm and thickness of the plate T as 2.8mm. The material properties considered are shown in Table 1 given by Karakuzu et al. (2006). Different models are obtained by varying E/D and W/D but keeping the parameters D and T as constant. These models are analyzed using Finite Element package ANSYS. Also, a mathematical model is developed to obtain the failure loads of different specimens. A comparison of both models with experimental results is made and correlations are observed. E1=E2 MPa G12 MPa µ12 Xt =Yt MPa XC=YCMPa S MPa Vf % 20769 4133 0.09 395 260 75 63 Table. 1: Material properties of the plate. III. NUMERICAL ANALYSIS The Finite Element method was chosen for numerical analysis of the model due to its unique capability to analyze structures of complex material behaviour. The model was developed by using ANSYS software. The Maximum Stress theory is used to check the failure criterion. A two dimensional model of the specimen is built. The specimen has symmetry about the longitudinal axis. Therefore one half of the model is created. A symmetry condition is applied on the model along the longitudinal axis. The pin located at the centre of the hole tries to compress one half of the hole because of the load acting in the other direction. It is considered as a radial constraint on the hole. The boundary conditions applied on the finite element model are as shown in Fig. 2 and Fig. 3. The model is meshed using PLANE42 from the ANSYS element library. Fig. 2: Model showing the boundary conditions Fig. 3: Enlarged view of the hole showing the radial constraint The Failure of the specimen takes place either due to tension, compression or shear. To check whether failure has occurred, the failure criterion option available in ANSYS is used. At this point the maximum induced stress in the specimen reaches one of the permissible stresses viz. tensile, compressive and shear stresses. The failure mode is decided depending on which stress has reached its permissible limit first. This procedure is continued with different specimens. Different specimens are obtained by varying the geometric proportions of the model. The geometry is varied by taking W/D as 2, 3, 4 and 5 and for each W/D, E/D varying from 1 to 5. These specimens are analyzed for their failure loads and compared with the available experimental results. IV. MATHEMATICAL MODELING A mathematical model has been developed to predict the failure loads of specimens with different geometries using curve expert. The model has been built with the available experimental results. The equation has two independent variables in W/D ratio as x1 and E/D ratio as x2. The dependent variable considered here is the failure load P. The thickness of the specimen and the diameter of the hole are constant for all the specimens. A Full Cubic polynomial equation is found to be best suited to determine the failure loads for the existing problem. This equation can be used to predict the failure load of specimens with other geometric parameters within the given range i.e. for E/D and W/D ratios for which experiments have not been done. The limitation with the model is that the failure mode is not predicted. But, we know that for higher values of E/D and W/D the shear strength and normal strength of the plates increase, so specimen tends to fail in bearing mode only. Hence, the mathematical model is best suited to obtain the results for failure loads. The equation developed is found to be P = a + b*x1 + c*x2 + d*x1 2 + e*x2 2 + f*x1 3 + g*x2 3 + h*x1*x2 + i*x1 2 *x2 + j*x1*x2 2 Where in the values of the co-efficients a, b, c, d, e, f, g, h, i and j are given in Table 2 and graphical representation of the model is shown in Fig. 4. a b c d e -2196.31 2636.96 1515.40 -670.57 -404.52 f g h i j 58.20 33.94 54.48 -12.08 7.44 Table. 2: Co-efficients of the Full Cubic Model Developed
  • 3. Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole (IJSRD/Vol. 1/Issue 05/2013/056) All rights reserved by www.ijsrd.com 1270 Fig. 4: Full Cubic Model Developed V. RESULTS AND DISCUSSION The failure loads of specimens obtained by varying the E/D and W/D ratios are found by numerical technique and also from mathematical model. Numerical models are developed using ANSYS. A comparison of the failure loads obtained from experimental, numerical and mathematical model have been made. Shown in the Fig. 5 and Fig. 6 are the graphs plotted for the failure loads of specimens obtained from experimental, numerical and mathematical models for different W/D ratios and E/D ratios. All the three methods show the same trend in the failure loads but the results obtained by the mathematical model are close to the experimental results. It is observed from the results obtained that For a constant W/D ratio, the failure strength of the specimen increases with increase in E/D. This is because keeping the diameter of hole constant, when E/D increases, the distance of the hole from one edge of the plate increases which increases the shear strength of the specimen.  With the increase in W/D ratio, keeping E/D ratio constant, the failure load of the specimens increase. This is because as W/D increases and hence the width of the specimen, the normal strength of specimen increases.  Both numerical and mathematical models show the same trend in failure loads with varying E/D and W/D ratios.  A comparison of the experimental results with the numerical model shows that the numerical model gives results with Correlation Co-efficient 0.96, Maximum Absolute Error as 286N and Root Mean Square Error as 162N. A comparison of the experimental results with the mathematical model shows that the mathematical model gives results with Correlation Co-efficient 0.99, Maximum Absolute Error as 176N and Root Mean Square Error as 80N. Fig. 5: Comparison of results for constant W/D ratios
  • 4. Model Development for Estimation of Failure Loads: A Case Study of Composite Plates with Single Pin-Loaded Hole (IJSRD/Vol. 1/Issue 05/2013/056) All rights reserved by www.ijsrd.com 1271 Fig. 6: Comparison of results for constant E/D ratios VI. CONCLUSIONS In the present work, failure loads of glass vinylester composite plates with singe pin holes were studied by mathematical modelling and numerical analysis using finite element method for the geometrical parameters W/D and E/D. Maximum stress theory was used to predict failure loads by finite element analysis using ANSYS and a mathematical model has also been developed for the same using Curve Expert. A comparison of the both with the experimental results show that  The specimen is weak for lower values of E/D and W/D and so failure occurs at small loads.  E/D ratio has a greater effect on the failure load of the specimen.  As for higher values of E/D and W/D ratios, the specimen generally fails in bearing mode only, and hence the failure loads are the important parameters to be analyzed, wherein the mathematical models prove to be more efficient.  The numerical model when compared with the experimental results gives results with Correlation Co- efficient 0.96, Maximum Absolute Error as 286N and Root Mean Square Error as 162N.  The mathematical model when compared to experimental results gives results with Correlation Co- efficient 0.99, Maximum Absolute Error as 176N and Root Mean Square Error as 80N.  For estimation of the failure loads within the range of E/D and W/D considered for the study, the mathematical model developed, i.e., Full Cubic Model proves to be more efficient with the above given values of Correlation Co-efficient, Maximum Absolute Error and Root Mean Square Error. REFERENCES [1] Aktas, A., 2011, Failure analysis of serial pinned joints in composite plates, Indian Journal of Engineering and Material Sciences, Vol 18, 102-110 [2] Chang., F.K., Scott, R.A., Springer, G.S., 1982, Strength of mechanically fastened composite joints, Journal of Composite Materials; 16:470-494 [3] Icten, B.M., Okutan, B., Karakuzu, R., 2003. Failure strength of woven glass fiber-epoxy composite pinned joint. Journal of Composite Materials, vol. 37, no. 15, 1337-1351 [4] Karakuzu, R., Gulem, T., and Icten, B.M., 2006, Failure analysis of woven laminated glass- vinylestercomposites with pin loaded hole, Composite Structures, 72 (1), 27-32 [5] Khashaba, U.A., Sebaey, T.A., Alnefaie, K.A., 2013, Failure and reliability analysis of pinned-joints composite laminates: Effects of stacking sequences, Composites: Part B, 45 (2013) 1694–1703 [6] Nanda, A.K., Malhotra, S.K., Prasad, N.S., 2009, Failure analysis of multi-pin joints in glass fibre/epoxy composite laminates. Composite Structures, 91:266–77 [7] Ondurucu, A., 2012, Progressive failure analysis of glass–epoxy laminated composite pinned-joints, Materials and Design 36, 617–625 [8] Ozen, M., Sayman, O., 2011, Failure loads of mechanical fastened pinned and bolted composite joints with two serial holes, Composites: Part B 42, 264–274 [9] Rahimi, N., Hussain, A.K., Meon, M.S., Mahmud, J., 2012, Capability Assessment of Finite Element Software in Predicting the LastPly Failure of Composite Laminates, International Symposium on Robotics and Intelligent Sensors 2012 (IRIS 2012), Procedia Engineering 41, 1647 – 1653 [10] Sridevi, K., Satyadevi, A., 2006, Failure analysis of pin-loaded composite plates, Proceedings of 51st Congress of The Indian Society of Theoritical and Applied Mechanics (ISTAM),College of Engineering, Andhra University, 18-21 Dec.,2006 [11] Vyasaraj and Kakhandki, 2005, Stress analysis of an orthotropic plate with an irregular shaped hole for different in-plane loading conditions-Part 1, Composite Structures, 70, 255-274 [12]Whitworth, H.A., Aluko, O., Tomlinson, N.A., 2008, Application of point stress criterion to the failure of composite pinned joints, Engineering Fracture Mechanics 75, 1829-1839.