Bond shear strength enhancement in FRP lap splices using CNTs and its probabilistic modelling

Bond shear strength is one of the governing characteristics that determines the failure in FRP composite structures and needs investigation. Multi-walled carbon nanotubes (CNTs) have recently gained popularity in various structural applications to enhance mechanical properties. The improvement in th...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of adhesion and adhesives Vol. 124; p. 103399
Main Authors Behera, Suryamani, Mohapatra, Deepti Ranjan, Mondal, Subhajit, Sarkar, Pradip
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.05.2023
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Bond shear strength is one of the governing characteristics that determines the failure in FRP composite structures and needs investigation. Multi-walled carbon nanotubes (CNTs) have recently gained popularity in various structural applications to enhance mechanical properties. The improvement in the bond shear strength of glass fibre-reinforced plastic (GFRP) splices by incorporating different percentages of MWCNTs in the adhesive is experimentally investigated in this study. Experimental results reveal that the optimum amount of MWCNTs results in approximately a 30% increase in bond shear strength. The bond shear strength may vary because of differential splice geometry, material properties, etc., even though the splices are prepared using the same materials and procedures. The current research further investigates the variability in the bond shear strength of lap splices statistically using Goodness-of-fit tests, namely Kolmogorov-Smirnov (K–S), Anderson-Darling (A-D), and Chi-Square (C–S). Appropriate statistical distributions for modelling the variability in the bond shear strength are obtained. The Gumbel Max and Gumbel Min distributions are recommended to model the variability in the bond shear strength of single-lap GFRP splices without MWCNTs and with 0.1% MWCNTs. Knowledge of the variability of the bond shear strength property will help the reliability-based structural analysis of FRP composite structures. [Display omitted] •Bond shear strength governs the behaviour of GFRP lap splices.•MWCNTs in the lap splice adhesive for performance enhancement.•Significant variability in the performance of GFRP lap splices can be observed.•Goodness-of-Fit tests for modelling variability of bond shear strength.•Appropriate statistical distributions that describe experimental data.
AbstractList Bond shear strength is one of the governing characteristics that determines the failure in FRP composite structures and needs investigation. Multi-walled carbon nanotubes (CNTs) have recently gained popularity in various structural applications to enhance mechanical properties. The improvement in the bond shear strength of glass fibre-reinforced plastic (GFRP) splices by incorporating different percentages of MWCNTs in the adhesive is experimentally investigated in this study. Experimental results reveal that the optimum amount of MWCNTs results in approximately a 30% increase in bond shear strength. The bond shear strength may vary because of differential splice geometry, material properties, etc., even though the splices are prepared using the same materials and procedures. The current research further investigates the variability in the bond shear strength of lap splices statistically using Goodness-of-fit tests, namely Kolmogorov-Smirnov (K–S), Anderson-Darling (A-D), and Chi-Square (C–S). Appropriate statistical distributions for modelling the variability in the bond shear strength are obtained. The Gumbel Max and Gumbel Min distributions are recommended to model the variability in the bond shear strength of single-lap GFRP splices without MWCNTs and with 0.1% MWCNTs. Knowledge of the variability of the bond shear strength property will help the reliability-based structural analysis of FRP composite structures. [Display omitted] •Bond shear strength governs the behaviour of GFRP lap splices.•MWCNTs in the lap splice adhesive for performance enhancement.•Significant variability in the performance of GFRP lap splices can be observed.•Goodness-of-Fit tests for modelling variability of bond shear strength.•Appropriate statistical distributions that describe experimental data.
ArticleNumber 103399
Author Mondal, Subhajit
Sarkar, Pradip
Behera, Suryamani
Mohapatra, Deepti Ranjan
Author_xml – sequence: 1
  givenname: Suryamani
  surname: Behera
  fullname: Behera, Suryamani
  email: suryamani1014@gmail.com
– sequence: 2
  givenname: Deepti Ranjan
  surname: Mohapatra
  fullname: Mohapatra, Deepti Ranjan
  email: dmohapatra1409@gmail.com
– sequence: 3
  givenname: Subhajit
  orcidid: 0000-0002-6872-801X
  surname: Mondal
  fullname: Mondal, Subhajit
  email: mondalsubhajit@nitrkl.ac.in
– sequence: 4
  givenname: Pradip
  surname: Sarkar
  fullname: Sarkar, Pradip
  email: sarkarp@nitrkl.ac.in
BookMark eNqFkG9LwzAQh4NMcJt-BckX6MyfNk3eqcOpMFRkbyWkyXVN6dKSVMFvb8f0tXBwcNzz4-5ZoFnoAyB0TcmKEipu2pVvjWumWjHC-DTkXKkzNKeyVBmhrJyhOaE5z8pciQu0SKklhJYk53P0cd8Hh1MDJuI0Rgj7scEQGhMsHCCM2Ae8eX_DnRlwGjpvIeHP5MMer192CZsJ9mPCQ-wrU_nOp9FbfOgddN20dInOa9MluPrtS7TbPOzWT9n29fF5fbfNLCvUmHFujWSgJLNOVrmjVIqKM6ClksIJo2wtWVk5xnJVSMtsIXheWFB5qWpR8CUSp1gb-5Qi1HqI_mDit6ZEHx3pVv850kdH-uRoAm9PIEzHfXmIOlkP0-vOR7Cjdr3_L-IH9ox1EA
Cites_doi 10.1016/j.compositesb.2010.05.005
10.1080/00218464.2012.660398
10.1177/1687814016674627
10.1038/nmat1293
10.1016/j.compositesb.2017.07.018
10.1016/j.compstruct.2009.09.009
10.1016/j.ijadhadh.2008.04.010
10.1016/j.ijadhadh.2009.04.001
10.1016/S0022-1139(02)00316-0
10.1016/j.compositesb.2004.11.001
10.1016/j.engfracmech.2008.08.003
10.1016/j.ijmecsci.2017.08.057
10.1177/0021998311422456
10.1016/S0951-8320(97)00027-6
10.1016/j.compositesb.2020.107910
10.1177/0021998316665239
10.1016/j.compositesa.2009.08.020
10.1088/0957-4484/18/27/275708
10.1061/(ASCE)MT.1943-5533.0003095
10.1155/2018/5810180
10.3390/polym12030707
10.1080/00218469208030455
10.1016/j.conbuildmat.2017.02.113
10.1207/S15327906MBR3702_03
10.3390/app8060892
10.1016/j.conbuildmat.2018.02.190
10.1007/s11709-021-0788-7
10.1016/j.carbon.2006.02.010
10.1016/j.jcis.2004.10.068
10.1016/j.compstruct.2012.12.001
10.1061/(ASCE)CC.1943-5614.0000508
10.1021/nl0342489
10.1061/(ASCE)CC.1943-5614.0000504
ContentType Journal Article
Copyright 2023
Copyright_xml – notice: 2023
DBID AAYXX
CITATION
DOI 10.1016/j.ijadhadh.2023.103399
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1879-0127
ExternalDocumentID 10_1016_j_ijadhadh_2023_103399
S0143749623000787
GroupedDBID --K
--M
.~1
0R~
1B1
1~.
1~5
29J
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9JN
AABXZ
AACTN
AAEDT
AAEDW
AAEPC
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AAXUO
ABFNM
ABFRF
ABJNI
ABMAC
ABXDB
ABXRA
ABYKQ
ACDAQ
ACGFO
ACGFS
ACIWK
ACNNM
ACRLP
ADBBV
ADEZE
ADMUD
ADTZH
AEBSH
AECPX
AEFWE
AEKER
AENEX
AEZYN
AFKWA
AFRZQ
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AI.
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
ASPBG
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HVGLF
HZ~
IHE
J1W
JJJVA
KOM
LY7
M24
M41
MAGPM
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
R2-
RIG
RNS
ROL
RPZ
SDF
SDG
SES
SET
SEW
SMS
SPC
SPCBC
SSM
SST
SSZ
T5K
T9H
UNMZH
VH1
WH7
WUQ
XFK
XPP
ZMT
~02
~G-
AAXKI
AAYXX
AFJKZ
AKRWK
CITATION
ID FETCH-LOGICAL-c259t-33ca82e982cd8b4d1186b32e17986d6a9cf827bd224958c2c56345ce9479f653
IEDL.DBID .~1
ISSN 0143-7496
IngestDate Thu Sep 26 17:34:02 EDT 2024
Fri Feb 23 02:36:23 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Lap splice shear strength
Uncertainty quantification
FRP composites
Adhesion by mechanical interlocking
Multi-wall carbon nanotubes
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c259t-33ca82e982cd8b4d1186b32e17986d6a9cf827bd224958c2c56345ce9479f653
ORCID 0000-0002-6872-801X
ParticipantIDs crossref_primary_10_1016_j_ijadhadh_2023_103399
elsevier_sciencedirect_doi_10_1016_j_ijadhadh_2023_103399
PublicationCentury 2000
PublicationDate May 2023
2023-05-00
PublicationDateYYYYMMDD 2023-05-01
PublicationDate_xml – month: 05
  year: 2023
  text: May 2023
PublicationDecade 2020
PublicationTitle International journal of adhesion and adhesives
PublicationYear 2023
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Cree, Gamaniouk, Loong, Green (bib5) 2015; 19
Mehar, Panda, Mahapatra (bib22) 2017; 133
(bib43) 2017
Wang, Gao, Ding, Hao, Wang, Sun, Liang (bib4) 2016; 8
Romeu (bib45) 2003; 10
Adams, Mallick (bib25) 1992; 38
Lee, Cho, Lee, Rho, An, Lee (bib18) 2003; 120
Qiu, Zhang, Wang, Liang (bib15) 2007; 18
Suhr, Koratkar, Keblinski, Ajayan (bib13) 2005; 4
Adams, Comyn, Wake (bib26) 1997
Sutherland, Soares (bib27) 1997; 56
Khalili, Khalili, Pirouzhashemi, Shokuhfar, Mittal (bib9) 2008; 28
Sorrentino, Infantino, Liberatore (bib34) 2016
Zhou, Zhang, Li, Hu, Huang (bib37) 2020
(bib40) 2014
Markolefas, Papathanassiou (bib10) 2009; 29
Park, Song, Kim, Kweon, Choi (bib11) 2010; 92
Antonio, Hoffbauer (bib30) 2013; 99
Advani, Fan (bib14) 2007
Yang, Nanni (bib6) 2002; 99
Seo, Park, Lee (bib19) 2005; 285
Gomes, Dias-da-Costa, Neves, Hadigheh, Fernandes, Julio (bib31) 2018; 169
Gabriel, Sauthier, Fraxedas, Moreno-Manas, Martinez, Miravitlles (bib20) 2006; 44
Liang, Li, Lu, Yang (bib39) 2018; 8
Sriramula, Chryssanthopoulos (bib28) 2009; 40
(bib41) 2017
Graybeal, Davis (bib33) 2008; 105
Reinartz, Echambadi, Chin (bib48) 2002; 37
Panda, Zade, Sarkar, Davis (bib47) 2022
Forbes, Evans, Hastings, Peacock (bib49) 2011
Sahu, Sarkar, Davis (bib35) 2019; 26
Wolf, Buchman, Eitan, Fine (bib21) 2012; 88
Wei, Chen, Li, Yang (bib2) 2018
Galtieri, Visco, Iannazzo, Pistone, Brancato (bib42) 2016; 51
Aslam (bib46) 2020
Shaw, Sriramula, Gosling, Chryssanthopoulos (bib29) 2010; 41
Sahu, Sarkar, Davis (bib36) 2020; 32
Soliman, Kandil, Taha (bib23) 2015; 19
Romeu (bib44) 2003; 10
Soliman, Kandil, Taha (bib17) 2012; 46
Keller, Vallee (bib7) 2005; 36
Singh, Castillo, Ingham (bib24) 2018
Seyhan, Tanoglu, Schulte (bib16) 2008; 75
Keshtegar, Gholampour, Ozbakkaloglu, Zhu, Trung (bib38) 2020; 12
Liu, Dawood (bib32) 2017; 141
Galvez, Quesada, Martineza, Abenojar, Boada, Diaz (bib3) 2017; 129
Robinson, Adams (bib1) 2020; 190
Banea, da Silva (bib8) 2008; vol. 223
Zhu, Kim, Peng, Margrave, Khabashesku, Barrera (bib12) 2003; 3
Mehar (10.1016/j.ijadhadh.2023.103399_bib22) 2017; 133
Zhou (10.1016/j.ijadhadh.2023.103399_bib37) 2020
Sahu (10.1016/j.ijadhadh.2023.103399_bib35) 2019; 26
(10.1016/j.ijadhadh.2023.103399_bib40) 2014
Adams (10.1016/j.ijadhadh.2023.103399_bib26) 1997
Romeu (10.1016/j.ijadhadh.2023.103399_bib44) 2003; 10
Keshtegar (10.1016/j.ijadhadh.2023.103399_bib38) 2020; 12
Soliman (10.1016/j.ijadhadh.2023.103399_bib17) 2012; 46
Wang (10.1016/j.ijadhadh.2023.103399_bib4) 2016; 8
Antonio (10.1016/j.ijadhadh.2023.103399_bib30) 2013; 99
Yang (10.1016/j.ijadhadh.2023.103399_bib6) 2002; 99
(10.1016/j.ijadhadh.2023.103399_bib43) 2017
Zhu (10.1016/j.ijadhadh.2023.103399_bib12) 2003; 3
Adams (10.1016/j.ijadhadh.2023.103399_bib25) 1992; 38
Aslam (10.1016/j.ijadhadh.2023.103399_bib46) 2020
Seyhan (10.1016/j.ijadhadh.2023.103399_bib16) 2008; 75
Romeu (10.1016/j.ijadhadh.2023.103399_bib45) 2003; 10
Seo (10.1016/j.ijadhadh.2023.103399_bib19) 2005; 285
Gomes (10.1016/j.ijadhadh.2023.103399_bib31) 2018; 169
Gabriel (10.1016/j.ijadhadh.2023.103399_bib20) 2006; 44
Markolefas (10.1016/j.ijadhadh.2023.103399_bib10) 2009; 29
Liu (10.1016/j.ijadhadh.2023.103399_bib32) 2017; 141
Wolf (10.1016/j.ijadhadh.2023.103399_bib21) 2012; 88
Keller (10.1016/j.ijadhadh.2023.103399_bib7) 2005; 36
Sutherland (10.1016/j.ijadhadh.2023.103399_bib27) 1997; 56
Soliman (10.1016/j.ijadhadh.2023.103399_bib23) 2015; 19
Khalili (10.1016/j.ijadhadh.2023.103399_bib9) 2008; 28
Qiu (10.1016/j.ijadhadh.2023.103399_bib15) 2007; 18
Singh (10.1016/j.ijadhadh.2023.103399_bib24) 2018
Advani (10.1016/j.ijadhadh.2023.103399_bib14) 2007
Sorrentino (10.1016/j.ijadhadh.2023.103399_bib34) 2016
Galtieri (10.1016/j.ijadhadh.2023.103399_bib42) 2016; 51
Graybeal (10.1016/j.ijadhadh.2023.103399_bib33) 2008; 105
Lee (10.1016/j.ijadhadh.2023.103399_bib18) 2003; 120
Galvez (10.1016/j.ijadhadh.2023.103399_bib3) 2017; 129
Robinson (10.1016/j.ijadhadh.2023.103399_bib1) 2020; 190
Panda (10.1016/j.ijadhadh.2023.103399_bib47) 2022
Liang (10.1016/j.ijadhadh.2023.103399_bib39) 2018; 8
Wei (10.1016/j.ijadhadh.2023.103399_bib2) 2018
Cree (10.1016/j.ijadhadh.2023.103399_bib5) 2015; 19
Suhr (10.1016/j.ijadhadh.2023.103399_bib13) 2005; 4
Forbes (10.1016/j.ijadhadh.2023.103399_bib49) 2011
Sahu (10.1016/j.ijadhadh.2023.103399_bib36) 2020; 32
Park (10.1016/j.ijadhadh.2023.103399_bib11) 2010; 92
(10.1016/j.ijadhadh.2023.103399_bib41) 2017
Shaw (10.1016/j.ijadhadh.2023.103399_bib29) 2010; 41
Sriramula (10.1016/j.ijadhadh.2023.103399_bib28) 2009; 40
Banea (10.1016/j.ijadhadh.2023.103399_bib8) 2008; vol. 223
Reinartz (10.1016/j.ijadhadh.2023.103399_bib48) 2002; 37
References_xml – volume: 285
  start-page: 306
  year: 2005
  end-page: 313
  ident: bib19
  article-title: Influence of atmospheric plasma on physicochemical properties of vapor-grown graphite nanofibers
  publication-title: J Colloid Interface Sci
  contributor:
    fullname: Lee
– volume: 88
  start-page: 435
  year: 2012
  end-page: 451
  ident: bib21
  article-title: Improved adhesives containing CNT/SP1 nano fillers
  publication-title: J Adhes
  contributor:
    fullname: Fine
– year: 2020
  ident: bib46
  article-title: A new goodness of fit test in the presence of uncertain parameters
  publication-title: Complex & Intelligent System
  contributor:
    fullname: Aslam
– volume: 26
  year: 2019
  ident: bib35
  article-title: Quantification of uncertainty in compressive strength of fly ash brick masonry
  publication-title: J Build Eng
  contributor:
    fullname: Davis
– volume: 36
  start-page: 331
  year: 2005
  end-page: 340
  ident: bib7
  article-title: Adhesively bonded lap joints from pultruded GFRP profiles. Part I: stress–strain analysis and failure modes
  publication-title: Composites Part B
  contributor:
    fullname: Vallee
– volume: 28
  start-page: 411
  year: 2008
  end-page: 418
  ident: bib9
  article-title: Numerical study of lap joints with composite adhesives and composite adherends subjected to in-plane and transverse loads
  publication-title: Int J Adhesion Adhes
  contributor:
    fullname: Mittal
– volume: 19
  start-page: 1
  year: 2015
  end-page: 12
  ident: bib5
  article-title: Tensile and lap- splice shear strength properties of CFRP composites at high temperatures
  publication-title: J Compos Construct
  contributor:
    fullname: Green
– volume: 99
  start-page: 4
  year: 2002
  ident: bib6
  article-title: Lap splice length and fatigue performance of fiber-reinforced polymer laminates
  publication-title: ACI Mater J
  contributor:
    fullname: Nanni
– volume: 190
  year: 2020
  ident: bib1
  article-title: Performance of FRP composite lap joints utilising fiber tow steering
  publication-title: Composites Part-B
  contributor:
    fullname: Adams
– volume: 99
  start-page: 202
  year: 2013
  end-page: 212
  ident: bib30
  article-title: Uncertainty assessment approach for composite structures based on global sensitivity indices
  publication-title: Compos Struct
  contributor:
    fullname: Hoffbauer
– volume: 75
  start-page: 5151
  year: 2008
  end-page: 5162
  ident: bib16
  article-title: Mode I and mode II fracture toughness of e-glass non-crimp fabric/carbon nanotube (CNT) modified polymer based composites
  publication-title: Eng Fract Mech
  contributor:
    fullname: Schulte
– year: 1997
  ident: bib26
  article-title: Structural adhesive joints in engineering
  contributor:
    fullname: Wake
– volume: 19
  year: 2015
  ident: bib23
  article-title: Investigation of FRP lap splice using epoxy containing carbon nanotubes
  publication-title: J Compos Construct
  contributor:
    fullname: Taha
– volume: 44
  start-page: 1891
  year: 2006
  end-page: 1897
  ident: bib20
  article-title: Preparation and characterisation of singlewalled carbon nanotubes functionalised with amines
  publication-title: Carbon
  contributor:
    fullname: Miravitlles
– year: 2017
  ident: bib43
  article-title: Standard practice for preparation of surfaces of plastics prior to adhesive bonding
– volume: 29
  start-page: 737
  year: 2009
  end-page: 744
  ident: bib10
  article-title: Stress redistributions in adhesively bonded double-lap joints, with elastic-perfectly plastic adhesive behavior, subjected to axial lap-shear cyclic loading
  publication-title: Int J Adhesion Adhes
  contributor:
    fullname: Papathanassiou
– volume: 169
  start-page: 32
  year: 2018
  end-page: 141
  ident: bib31
  article-title: Probabilistic-based characterisation of the mechanical properties of CFRP laminates
  publication-title: Construct Build Mater
  contributor:
    fullname: Julio
– volume: 46
  start-page: 1661
  year: 2012
  end-page: 1675
  ident: bib17
  article-title: On and off-axis tension behavior of fiber reinforced polymer (FRP) composites incorporating multi-walled carbon nanotubes
  publication-title: J Compos Mater
  contributor:
    fullname: Taha
– year: 2014
  ident: bib40
  article-title: Standard test method for lap shear adhesion for fiber reinforced plastic (FRP) bonding
– volume: 51
  start-page: 1797
  year: 2016
  end-page: 1806
  ident: bib42
  article-title: How the Use of solvent affects the mechanical behavior of polyester resin/carbon nanotube nanocomposites
  publication-title: J Compos Mater
  contributor:
    fullname: Brancato
– volume: 40
  start-page: 1673
  year: 2009
  end-page: 1684
  ident: bib28
  article-title: Quantification of uncertainty modelling in stochastic analysis of FRP composites
  publication-title: Composites Part A
  contributor:
    fullname: Chryssanthopoulos
– year: 2017
  ident: bib41
  article-title: Standard test method for tensile properties of polymer matrix composite materials
– volume: 120
  start-page: 99
  year: 2003
  end-page: 104
  ident: bib18
  article-title: Surface properties of fluorinated single-walled carbon nanotubes
  publication-title: J Fluor Chem
  contributor:
    fullname: Lee
– volume: 4
  start-page: 134
  year: 2005
  end-page: 137
  ident: bib13
  article-title: Viscoelasticity in carbon nanotube composites
  publication-title: Nat Mater
  contributor:
    fullname: Ajayan
– volume: 141
  start-page: 52
  year: 2017
  end-page: 63
  ident: bib32
  article-title: Reliability analysis of adhesively bonded CFRP-to-steel double lap shear joint with thin outer adherends
  publication-title: Construct Build Mater
  contributor:
    fullname: Dawood
– year: 2022
  ident: bib47
  article-title: Variability of waste copper slag concrete and its effect on the seismic safety of reinforced concrete building: a case study
  publication-title: Front Struct Civ Eng
  contributor:
    fullname: Davis
– volume: 3
  start-page: 1107
  year: 2003
  end-page: 1113
  ident: bib12
  article-title: Improving the dispersion and integration of single-walled carbon nanotubes in epoxy composites through functionalisation
  publication-title: Nano Lett
  contributor:
    fullname: Barrera
– volume: 92
  start-page: 2173
  year: 2010
  end-page: 2180
  ident: bib11
  article-title: Strength of carbon/epoxy composite single-lap bonded joints in various environmental conditions
  publication-title: Compos Struct
  contributor:
    fullname: Choi
– volume: 133
  start-page: 319
  year: 2017
  end-page: 329
  ident: bib22
  article-title: Theoretical and experimental investigation of vibration characteristic of carbon nanotube reinforced polymer composite structure
  publication-title: Int J Mech Sci
  contributor:
    fullname: Mahapatra
– volume: 10
  year: 2003
  ident: bib45
  article-title: Kolmogorov-Smirnov: a goodness of fit test for small samples
  publication-title: RAC START
  contributor:
    fullname: Romeu
– year: 2011
  ident: bib49
  article-title: Statistical distributions
  contributor:
    fullname: Peacock
– volume: 38
  start-page: 199
  year: 1992
  end-page: 217
  ident: bib25
  article-title: A method for the stress analysis of lap joints
  publication-title: J Adhes
  contributor:
    fullname: Mallick
– volume: 10
  year: 2003
  ident: bib44
  article-title: Anderson-Darling: a goodness of fit test for small samples assumptions
  publication-title: RAC START
  contributor:
    fullname: Romeu
– volume: 8
  start-page: 1
  year: 2016
  end-page: 7
  ident: bib4
  article-title: Bond strength between carbon fiber–reinforced plastic tubes and aluminium joints for racing car suspension
  publication-title: Adv Mech Eng
  contributor:
    fullname: Liang
– volume: 37
  start-page: 227
  year: 2002
  end-page: 244
  ident: bib48
  article-title: Generating non-normal data for simulation of structural equation models using Mattson's method
  publication-title: Multivariate Behav Res
  contributor:
    fullname: Chin
– volume: 32
  year: 2020
  ident: bib36
  article-title: Uncertainty in bond strength of unreinforced fly-ash brick masonry
  publication-title: J Mater Civ Eng
  contributor:
    fullname: Davis
– volume: 18
  start-page: 275708
  year: 2007
  end-page: 275711
  ident: bib15
  article-title: Carbon nanotube integrated multifunctional multiscale composites
  publication-title: Nanotechnology
  contributor:
    fullname: Liang
– year: 2020
  ident: bib37
  article-title: Reliability-based design analysis of FRP shear strengthened reinforced concrete beams considering different FRP configurations
  publication-title: Compos Struct
  contributor:
    fullname: Huang
– start-page: 1921
  year: 2016
  end-page: 1928
  ident: bib34
  article-title: Statistical tests for the goodness of fit of mortar compressive strength distributions
  publication-title: Proc., 16th int. Brick and block masonry conf. (IBMAC)
  contributor:
    fullname: Liberatore
– volume: 105
  start-page: 603
  year: 2008
  end-page: 609
  ident: bib33
  article-title: Cylinder or cube: strength testing of 80 to 200 MPa (11.6 to 29 ksi) ultra-high-performance fiber-reinforced concrete
  publication-title: ACI Mater J
  contributor:
    fullname: Davis
– year: 2007
  ident: bib14
  article-title: Dispersion, bonding and orientation of carbon nanotubes in polymer matrices, Chapter 2, Processing and properties of nanocomposites
  contributor:
    fullname: Fan
– volume: vol. 223
  year: 2008
  ident: bib8
  article-title: Adhesively bonded joints in composite materials: an overview. J. Materials: design and Applications
  publication-title: Proc. IMechE
  contributor:
    fullname: da Silva
– year: 2018
  ident: bib24
  article-title: FRP-to-FRP bond characterisation and force-based bond length model
  publication-title: Compos Struct
  contributor:
    fullname: Ingham
– volume: 12
  start-page: 707
  year: 2020
  ident: bib38
  article-title: Reliability analysis of FRP-confined concrete at ultimate using conjugate search direction method
  publication-title: Polymers
  contributor:
    fullname: Trung
– volume: 129
  start-page: 41
  year: 2017
  end-page: 46
  ident: bib3
  article-title: Study of the behaviour of adhesive joints of steel with CFRP for its application in bus structures
  publication-title: Compos B Eng
  contributor:
    fullname: Diaz
– volume: 8
  start-page: 892
  year: 2018
  ident: bib39
  article-title: Reliability study on FRP composites exposed to wet-dry cycles
  publication-title: Appl Sci
  contributor:
    fullname: Yang
– volume: 56
  start-page: 183
  year: 1997
  end-page: 196
  ident: bib27
  article-title: Review of probabilistic models of the strength of composite materials
  publication-title: Reliab Eng Syst Saf
  contributor:
    fullname: Soares
– year: 2018
  ident: bib2
  article-title: Strength and failure mechanism of composite-steel adhesive bond single lap joints
  publication-title: Adv Mater Sci Eng
  contributor:
    fullname: Yang
– volume: 41
  start-page: 446
  year: 2010
  end-page: 453
  ident: bib29
  article-title: A critical reliability evaluation of fibre reinforced composite materials based on probabilistic micro and macro-mechanical analysis
  publication-title: Composites Part B
  contributor:
    fullname: Chryssanthopoulos
– year: 2020
  ident: 10.1016/j.ijadhadh.2023.103399_bib37
  article-title: Reliability-based design analysis of FRP shear strengthened reinforced concrete beams considering different FRP configurations
  publication-title: Compos Struct
  contributor:
    fullname: Zhou
– volume: 41
  start-page: 446
  year: 2010
  ident: 10.1016/j.ijadhadh.2023.103399_bib29
  article-title: A critical reliability evaluation of fibre reinforced composite materials based on probabilistic micro and macro-mechanical analysis
  publication-title: Composites Part B
  doi: 10.1016/j.compositesb.2010.05.005
  contributor:
    fullname: Shaw
– year: 2017
  ident: 10.1016/j.ijadhadh.2023.103399_bib43
– volume: 88
  start-page: 435
  issue: 4–6
  year: 2012
  ident: 10.1016/j.ijadhadh.2023.103399_bib21
  article-title: Improved adhesives containing CNT/SP1 nano fillers
  publication-title: J Adhes
  doi: 10.1080/00218464.2012.660398
  contributor:
    fullname: Wolf
– year: 2014
  ident: 10.1016/j.ijadhadh.2023.103399_bib40
– volume: 8
  start-page: 1
  issue: 10
  year: 2016
  ident: 10.1016/j.ijadhadh.2023.103399_bib4
  article-title: Bond strength between carbon fiber–reinforced plastic tubes and aluminium joints for racing car suspension
  publication-title: Adv Mech Eng
  doi: 10.1177/1687814016674627
  contributor:
    fullname: Wang
– volume: 4
  start-page: 134
  issue: 2
  year: 2005
  ident: 10.1016/j.ijadhadh.2023.103399_bib13
  article-title: Viscoelasticity in carbon nanotube composites
  publication-title: Nat Mater
  doi: 10.1038/nmat1293
  contributor:
    fullname: Suhr
– volume: 129
  start-page: 41
  year: 2017
  ident: 10.1016/j.ijadhadh.2023.103399_bib3
  article-title: Study of the behaviour of adhesive joints of steel with CFRP for its application in bus structures
  publication-title: Compos B Eng
  doi: 10.1016/j.compositesb.2017.07.018
  contributor:
    fullname: Galvez
– volume: 92
  start-page: 2173
  year: 2010
  ident: 10.1016/j.ijadhadh.2023.103399_bib11
  article-title: Strength of carbon/epoxy composite single-lap bonded joints in various environmental conditions
  publication-title: Compos Struct
  doi: 10.1016/j.compstruct.2009.09.009
  contributor:
    fullname: Park
– volume: 28
  start-page: 411
  issue: 8
  year: 2008
  ident: 10.1016/j.ijadhadh.2023.103399_bib9
  article-title: Numerical study of lap joints with composite adhesives and composite adherends subjected to in-plane and transverse loads
  publication-title: Int J Adhesion Adhes
  doi: 10.1016/j.ijadhadh.2008.04.010
  contributor:
    fullname: Khalili
– volume: 29
  start-page: 737
  issue: 7
  year: 2009
  ident: 10.1016/j.ijadhadh.2023.103399_bib10
  article-title: Stress redistributions in adhesively bonded double-lap joints, with elastic-perfectly plastic adhesive behavior, subjected to axial lap-shear cyclic loading
  publication-title: Int J Adhesion Adhes
  doi: 10.1016/j.ijadhadh.2009.04.001
  contributor:
    fullname: Markolefas
– volume: 120
  start-page: 99
  issue: 2
  year: 2003
  ident: 10.1016/j.ijadhadh.2023.103399_bib18
  article-title: Surface properties of fluorinated single-walled carbon nanotubes
  publication-title: J Fluor Chem
  doi: 10.1016/S0022-1139(02)00316-0
  contributor:
    fullname: Lee
– volume: 36
  start-page: 331
  year: 2005
  ident: 10.1016/j.ijadhadh.2023.103399_bib7
  article-title: Adhesively bonded lap joints from pultruded GFRP profiles. Part I: stress–strain analysis and failure modes
  publication-title: Composites Part B
  doi: 10.1016/j.compositesb.2004.11.001
  contributor:
    fullname: Keller
– volume: 75
  start-page: 5151
  issue: 18
  year: 2008
  ident: 10.1016/j.ijadhadh.2023.103399_bib16
  article-title: Mode I and mode II fracture toughness of e-glass non-crimp fabric/carbon nanotube (CNT) modified polymer based composites
  publication-title: Eng Fract Mech
  doi: 10.1016/j.engfracmech.2008.08.003
  contributor:
    fullname: Seyhan
– volume: 99
  start-page: 4
  year: 2002
  ident: 10.1016/j.ijadhadh.2023.103399_bib6
  article-title: Lap splice length and fatigue performance of fiber-reinforced polymer laminates
  publication-title: ACI Mater J
  contributor:
    fullname: Yang
– volume: 133
  start-page: 319
  year: 2017
  ident: 10.1016/j.ijadhadh.2023.103399_bib22
  article-title: Theoretical and experimental investigation of vibration characteristic of carbon nanotube reinforced polymer composite structure
  publication-title: Int J Mech Sci
  doi: 10.1016/j.ijmecsci.2017.08.057
  contributor:
    fullname: Mehar
– volume: 46
  start-page: 1661
  issue: 14
  year: 2012
  ident: 10.1016/j.ijadhadh.2023.103399_bib17
  article-title: On and off-axis tension behavior of fiber reinforced polymer (FRP) composites incorporating multi-walled carbon nanotubes
  publication-title: J Compos Mater
  doi: 10.1177/0021998311422456
  contributor:
    fullname: Soliman
– volume: 56
  start-page: 183
  issue: 3
  year: 1997
  ident: 10.1016/j.ijadhadh.2023.103399_bib27
  article-title: Review of probabilistic models of the strength of composite materials
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/S0951-8320(97)00027-6
  contributor:
    fullname: Sutherland
– volume: vol. 223
  year: 2008
  ident: 10.1016/j.ijadhadh.2023.103399_bib8
  article-title: Adhesively bonded joints in composite materials: an overview. J. Materials: design and Applications
  contributor:
    fullname: Banea
– volume: 190
  year: 2020
  ident: 10.1016/j.ijadhadh.2023.103399_bib1
  article-title: Performance of FRP composite lap joints utilising fiber tow steering
  publication-title: Composites Part-B
  doi: 10.1016/j.compositesb.2020.107910
  contributor:
    fullname: Robinson
– start-page: 1921
  year: 2016
  ident: 10.1016/j.ijadhadh.2023.103399_bib34
  article-title: Statistical tests for the goodness of fit of mortar compressive strength distributions
  contributor:
    fullname: Sorrentino
– volume: 51
  start-page: 1797
  issue: 13
  year: 2016
  ident: 10.1016/j.ijadhadh.2023.103399_bib42
  article-title: How the Use of solvent affects the mechanical behavior of polyester resin/carbon nanotube nanocomposites
  publication-title: J Compos Mater
  doi: 10.1177/0021998316665239
  contributor:
    fullname: Galtieri
– volume: 40
  start-page: 1673
  year: 2009
  ident: 10.1016/j.ijadhadh.2023.103399_bib28
  article-title: Quantification of uncertainty modelling in stochastic analysis of FRP composites
  publication-title: Composites Part A
  doi: 10.1016/j.compositesa.2009.08.020
  contributor:
    fullname: Sriramula
– volume: 26
  year: 2019
  ident: 10.1016/j.ijadhadh.2023.103399_bib35
  article-title: Quantification of uncertainty in compressive strength of fly ash brick masonry
  publication-title: J Build Eng
  contributor:
    fullname: Sahu
– volume: 18
  start-page: 275708
  issue: 27
  year: 2007
  ident: 10.1016/j.ijadhadh.2023.103399_bib15
  article-title: Carbon nanotube integrated multifunctional multiscale composites
  publication-title: Nanotechnology
  doi: 10.1088/0957-4484/18/27/275708
  contributor:
    fullname: Qiu
– volume: 32
  issue: 3
  year: 2020
  ident: 10.1016/j.ijadhadh.2023.103399_bib36
  article-title: Uncertainty in bond strength of unreinforced fly-ash brick masonry
  publication-title: J Mater Civ Eng
  doi: 10.1061/(ASCE)MT.1943-5533.0003095
  contributor:
    fullname: Sahu
– year: 2007
  ident: 10.1016/j.ijadhadh.2023.103399_bib14
  contributor:
    fullname: Advani
– year: 2018
  ident: 10.1016/j.ijadhadh.2023.103399_bib2
  article-title: Strength and failure mechanism of composite-steel adhesive bond single lap joints
  publication-title: Adv Mater Sci Eng
  doi: 10.1155/2018/5810180
  contributor:
    fullname: Wei
– year: 2018
  ident: 10.1016/j.ijadhadh.2023.103399_bib24
  article-title: FRP-to-FRP bond characterisation and force-based bond length model
  publication-title: Compos Struct
  contributor:
    fullname: Singh
– year: 2011
  ident: 10.1016/j.ijadhadh.2023.103399_bib49
  contributor:
    fullname: Forbes
– volume: 12
  start-page: 707
  year: 2020
  ident: 10.1016/j.ijadhadh.2023.103399_bib38
  article-title: Reliability analysis of FRP-confined concrete at ultimate using conjugate search direction method
  publication-title: Polymers
  doi: 10.3390/polym12030707
  contributor:
    fullname: Keshtegar
– volume: 38
  start-page: 199
  issue: 3–4
  year: 1992
  ident: 10.1016/j.ijadhadh.2023.103399_bib25
  article-title: A method for the stress analysis of lap joints
  publication-title: J Adhes
  doi: 10.1080/00218469208030455
  contributor:
    fullname: Adams
– volume: 141
  start-page: 52
  year: 2017
  ident: 10.1016/j.ijadhadh.2023.103399_bib32
  article-title: Reliability analysis of adhesively bonded CFRP-to-steel double lap shear joint with thin outer adherends
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2017.02.113
  contributor:
    fullname: Liu
– year: 2020
  ident: 10.1016/j.ijadhadh.2023.103399_bib46
  article-title: A new goodness of fit test in the presence of uncertain parameters
  publication-title: Complex & Intelligent System
  contributor:
    fullname: Aslam
– volume: 37
  start-page: 227
  issue: 2
  year: 2002
  ident: 10.1016/j.ijadhadh.2023.103399_bib48
  article-title: Generating non-normal data for simulation of structural equation models using Mattson's method
  publication-title: Multivariate Behav Res
  doi: 10.1207/S15327906MBR3702_03
  contributor:
    fullname: Reinartz
– volume: 10
  issue: 6
  year: 2003
  ident: 10.1016/j.ijadhadh.2023.103399_bib45
  article-title: Kolmogorov-Smirnov: a goodness of fit test for small samples
  publication-title: RAC START
  contributor:
    fullname: Romeu
– volume: 8
  start-page: 892
  issue: 6
  year: 2018
  ident: 10.1016/j.ijadhadh.2023.103399_bib39
  article-title: Reliability study on FRP composites exposed to wet-dry cycles
  publication-title: Appl Sci
  doi: 10.3390/app8060892
  contributor:
    fullname: Liang
– volume: 169
  start-page: 32
  year: 2018
  ident: 10.1016/j.ijadhadh.2023.103399_bib31
  article-title: Probabilistic-based characterisation of the mechanical properties of CFRP laminates
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2018.02.190
  contributor:
    fullname: Gomes
– year: 2017
  ident: 10.1016/j.ijadhadh.2023.103399_bib41
– year: 2022
  ident: 10.1016/j.ijadhadh.2023.103399_bib47
  article-title: Variability of waste copper slag concrete and its effect on the seismic safety of reinforced concrete building: a case study
  publication-title: Front Struct Civ Eng
  doi: 10.1007/s11709-021-0788-7
  contributor:
    fullname: Panda
– volume: 44
  start-page: 1891
  issue: 10
  year: 2006
  ident: 10.1016/j.ijadhadh.2023.103399_bib20
  article-title: Preparation and characterisation of singlewalled carbon nanotubes functionalised with amines
  publication-title: Carbon
  doi: 10.1016/j.carbon.2006.02.010
  contributor:
    fullname: Gabriel
– volume: 285
  start-page: 306
  issue: 1
  year: 2005
  ident: 10.1016/j.ijadhadh.2023.103399_bib19
  article-title: Influence of atmospheric plasma on physicochemical properties of vapor-grown graphite nanofibers
  publication-title: J Colloid Interface Sci
  doi: 10.1016/j.jcis.2004.10.068
  contributor:
    fullname: Seo
– volume: 99
  start-page: 202
  year: 2013
  ident: 10.1016/j.ijadhadh.2023.103399_bib30
  article-title: Uncertainty assessment approach for composite structures based on global sensitivity indices
  publication-title: Compos Struct
  doi: 10.1016/j.compstruct.2012.12.001
  contributor:
    fullname: Antonio
– year: 1997
  ident: 10.1016/j.ijadhadh.2023.103399_bib26
  contributor:
    fullname: Adams
– volume: 10
  issue: 5
  year: 2003
  ident: 10.1016/j.ijadhadh.2023.103399_bib44
  article-title: Anderson-Darling: a goodness of fit test for small samples assumptions
  publication-title: RAC START
  contributor:
    fullname: Romeu
– volume: 19
  start-page: 1
  issue: 2
  year: 2015
  ident: 10.1016/j.ijadhadh.2023.103399_bib5
  article-title: Tensile and lap- splice shear strength properties of CFRP composites at high temperatures
  publication-title: J Compos Construct
  doi: 10.1061/(ASCE)CC.1943-5614.0000508
  contributor:
    fullname: Cree
– volume: 3
  start-page: 1107
  issue: 8
  year: 2003
  ident: 10.1016/j.ijadhadh.2023.103399_bib12
  article-title: Improving the dispersion and integration of single-walled carbon nanotubes in epoxy composites through functionalisation
  publication-title: Nano Lett
  doi: 10.1021/nl0342489
  contributor:
    fullname: Zhu
– volume: 105
  start-page: 603
  issue: 6
  year: 2008
  ident: 10.1016/j.ijadhadh.2023.103399_bib33
  article-title: Cylinder or cube: strength testing of 80 to 200 MPa (11.6 to 29 ksi) ultra-high-performance fiber-reinforced concrete
  publication-title: ACI Mater J
  contributor:
    fullname: Graybeal
– volume: 19
  issue: 2
  year: 2015
  ident: 10.1016/j.ijadhadh.2023.103399_bib23
  article-title: Investigation of FRP lap splice using epoxy containing carbon nanotubes
  publication-title: J Compos Construct
  doi: 10.1061/(ASCE)CC.1943-5614.0000504
  contributor:
    fullname: Soliman
SSID ssj0017043
Score 2.400779
Snippet Bond shear strength is one of the governing characteristics that determines the failure in FRP composite structures and needs investigation. Multi-walled...
SourceID crossref
elsevier
SourceType Aggregation Database
Publisher
StartPage 103399
SubjectTerms Adhesion by mechanical interlocking
FRP composites
Lap splice shear strength
Multi-wall carbon nanotubes
Uncertainty quantification
Title Bond shear strength enhancement in FRP lap splices using CNTs and its probabilistic modelling
URI https://dx.doi.org/10.1016/j.ijadhadh.2023.103399
Volume 124
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1bS8MwGA1jvuiDeMXryIOv2SVJ0-RxDMd0OGRM3IuUNMm2DqnD1ld_u_l6kQmCD0KhtCRQvoTvJM35zkHoRhrGlOk5Ypl2hMuuIh6GQiJUGDjqZ1FciOk8TMToid_Pg3kDDepaGKBVVrm_zOlFtq7edKpodjZJ0gFaEgu58vhdAB1UlHMPf35Otz-_aR69sFsy53xjAq23qoTX7WSt7cpfbTARh_pzVmjA_gJQW6AzPED71WoR98sPOkQNlx6hvS0NwWP0AsbAOANjagyFH-kyX2GXrmA04c8fTlI8nD7iV73BGRxWuwwD2X2JB5NZhrXvnOQZBmOZQmwXdJtx4Y8DheonaDa8nQ1GpPJMIMZvZHLCmNGSOiWpsTLm1u8fRMyoA10yYYVWZiFpGFsKntPSUBMIxgPjFA_VQgTsFDXTt9SdISyolmHs94dCWI90XDtYXAjTtQ64beIcdeo4RZtSGSOqKWPrqI5sBJGNysieI1WHM_oxxpFP33_0vfhH30u0C08lTfEKNfP3D3ftlxJ53CrmSgvt9O_Gowncx9Pn8RceoMiR
link.rule.ids 315,783,787,4509,24128,27936,27937,45597,45691
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEB5qPagH8Yn1uQev6WN3s8kepViqtkUkQi-yJJttmyKxmHj1t7uTh1QQPAg5JTsQZoeZ2eSb7wO49jVjUveME7PQONzvSseWIc8R0nMNtVEUFWQ644kYPvP7qTttQL-ehUFYZZX7y5xeZOvqTqfyZmeVJB2EJTGPS1u_i0LnbcAmx_7YBnX78xvn0fO6JXTOrnZw-dqY8LKdLMN4Ya82qojjADorSGB_qVBrVWewB7tVu0huyjfah4ZJD2BnjUTwEF5QGZhkqExNcPIjnecLYtIFbid--iNJSgZPj-Q1XJEM_1abjCDafU76kyAjoTVO8oygskzBtovEzaQQyMFJ9SMIBrdBf-hUogmOtieZ3GFMhz410qc69iMe2wOEiBg1SEwmYhFKPfOpF8UURad9TbUrGHe1kdyTM-GyY2imb6k5ASJo6HuRPSAKEdtSx0OD3YXQ3dgguE20oFP7Sa1KagxVY8aWqvasQs-q0rMtkLU71Y9NVjZ__2F7-g_bK9gaBuORGt1NHs5gG5-UmMVzaObvH-bC9hV5dFnEzRe_JciH
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Bond+shear+strength+enhancement+in+FRP+lap+splices+using+CNTs+and+its+probabilistic+modelling&rft.jtitle=International+journal+of+adhesion+and+adhesives&rft.au=Behera%2C+Suryamani&rft.au=Mohapatra%2C+Deepti+Ranjan&rft.au=Mondal%2C+Subhajit&rft.au=Sarkar%2C+Pradip&rft.date=2023-05-01&rft.pub=Elsevier+Ltd&rft.issn=0143-7496&rft.eissn=1879-0127&rft.volume=124&rft_id=info:doi/10.1016%2Fj.ijadhadh.2023.103399&rft.externalDocID=S0143749623000787
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0143-7496&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0143-7496&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0143-7496&client=summon