Pitfalls in Piezoresistivity Testing

The field of piezoresistivity (the effect of strain/stress on the electrical resistivity of a material) has been growing exponentially since 1990, with the growth being particularly sharp since 2015, due to the rise of the multifunctionality and smartness of materials and structures. Most research i...

Full description

Saved in:
Bibliographic Details
Published inJournal of electronic materials Vol. 51; no. 10; pp. 5473 - 5481
Main Author Chung, D. D. L.
Format Journal Article
LanguageEnglish
Published New York Springer US 01.10.2022
Springer Nature B.V
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The field of piezoresistivity (the effect of strain/stress on the electrical resistivity of a material) has been growing exponentially since 1990, with the growth being particularly sharp since 2015, due to the rise of the multifunctionality and smartness of materials and structures. Most research involves composites with low-conductivity matrices (particularly polymers and cement) and high-conductivity fillers (metals and carbons, particularly microfillers and nanofillers). The composites also include high-performance structural materials containing continuous fibers (e.g., carbon fibers). The piezoresistivity enables structural self-sensing (without device incorporation). Unfortunately, pitfalls are common, due to the subject’s interdisciplinary character and the dominance of researchers without adequate background in electrical testing. This commentary coherently describes the common pitfalls, which pertain to the experimental methods of piezoresistivity testing. The specific pitfalls include (i) using two electrodes rather than four electrodes for the resistance measurement, (ii) poor electrode design, (iii) improper electrode placement, (iv) improper design of the piezoresistive material, (v) improper data interpretation, (vi) unreliable determination of the gage factor (fractional change in resistance per unit strain), and (vii) unreliable measurement of the strain. Some of the pitfalls, such as allowing the silver paint to dry before electrode application, cannot be discerned from publications, but are revealed upon private discussion between this author and the authors of those publications (not referenced here to avoid embarrassment to those authors). These pitfalls result in questionable experimental results, which render the associated modeling work insufficiently meaningful. The hope is to improve the quality of future research in this field.
AbstractList The field of piezoresistivity (the effect of strain/stress on the electrical resistivity of a material) has been growing exponentially since 1990, with the growth being particularly sharp since 2015, due to the rise of the multifunctionality and smartness of materials and structures. Most research involves composites with low-conductivity matrices (particularly polymers and cement) and high-conductivity fillers (metals and carbons, particularly microfillers and nanofillers). The composites also include high-performance structural materials containing continuous fibers (e.g., carbon fibers). The piezoresistivity enables structural self-sensing (without device incorporation). Unfortunately, pitfalls are common, due to the subject’s interdisciplinary character and the dominance of researchers without adequate background in electrical testing. This commentary coherently describes the common pitfalls, which pertain to the experimental methods of piezoresistivity testing. The specific pitfalls include (i) using two electrodes rather than four electrodes for the resistance measurement, (ii) poor electrode design, (iii) improper electrode placement, (iv) improper design of the piezoresistive material, (v) improper data interpretation, (vi) unreliable determination of the gage factor (fractional change in resistance per unit strain), and (vii) unreliable measurement of the strain. Some of the pitfalls, such as allowing the silver paint to dry before electrode application, cannot be discerned from publications, but are revealed upon private discussion between this author and the authors of those publications (not referenced here to avoid embarrassment to those authors). These pitfalls result in questionable experimental results, which render the associated modeling work insufficiently meaningful. The hope is to improve the quality of future research in this field.
Author Chung, D. D. L.
Author_xml – sequence: 1
  givenname: D. D. L.
  orcidid: 0000-0002-4746-6276
  surname: Chung
  fullname: Chung, D. D. L.
  email: ddlchung@buffalo.edu
  organization: Composite Materials Research Laboratory, Department of Mechanical and Aerospace Engineering, University at Buffalo, The State University of New York
BookMark eNp9kE1LAzEQhoNUsK3-AU8FvUYz-d6jFK1CwR4qeAvbbLak1GxNUqH-eqMrCB56mjk8z7zDO0KD0AWH0CWQGyBE3SYAKTkmlGJSaaEwP0FDEJxh0PJ1gIaEScCCMnGGRiltCAEBGoboeuFzW2-3aeLDZOHdZxdd8in7D58Pk6UrW1ifo9PCJHfxO8fo5eF-OX3E8-fZ0_Ruji2DKmPbSiG0qJVmleAV11yCUrxutXacr7QUVtlK06pZkUZrK23DSVs3UhGlyq9sjK76u7vYve9Lttl0-xhKpKGFoQUEWijaUzZ2KUXXml30b3U8GCDmuw3Tt2FKG-anDcOLpP9J1uc6-y7kWPvtcZX1aio5Ye3i31dHrC-C_nPt
CitedBy_id crossref_primary_10_1088_1361_6501_ad929a
crossref_primary_10_3390_ma17071577
crossref_primary_10_3390_s24030792
crossref_primary_10_1142_S2810922822300045
crossref_primary_10_1016_j_isatra_2024_06_034
crossref_primary_10_1016_j_carbon_2022_11_076
crossref_primary_10_1016_j_cemconcomp_2024_105757
crossref_primary_10_1007_s10853_022_08106_7
crossref_primary_10_1016_j_cemconcomp_2024_105587
crossref_primary_10_1016_j_cemconcomp_2023_105350
crossref_primary_10_1016_j_compositesb_2023_111042
crossref_primary_10_1016_j_conbuildmat_2023_131682
crossref_primary_10_1016_j_conbuildmat_2024_135049
crossref_primary_10_1016_j_istruc_2023_105760
crossref_primary_10_1088_1361_665X_acdf9f
crossref_primary_10_1016_j_geoen_2024_212997
crossref_primary_10_3390_s24061737
crossref_primary_10_1016_j_conbuildmat_2024_136880
Cites_doi 10.1016/j.ceramint.2021.09.299
10.1007/s10853-006-0580-z
10.1063/1.1702605
10.1016/j.mspro.2014.07.447
10.1016/j.compositesb.2018.03.025
10.1016/j.sna.2022.113414
10.1016/j.mser.2017.01.002
10.1016/S0008-6223(97)00011-0
10.1109/JMEMS.2011.2153825
10.1080/19475411.2020.1843560
10.1016/j.cemconcomp.2022.104454
10.1016/j.conbuildmat.2021.125784
10.1016/j.compositesb.2017.09.061
10.1016/j.compositesa.2021.106716
10.1002/app.51516
10.1016/j.compositesb.2018.12.117
10.1016/j.cemconcomp.2021.104379
10.1007/s11664-021-09223-w
10.3390/s22020484
10.1021/acsami.1c20491
10.1016/j.sna.2011.09.031
10.1007/s11664-004-0180-0
10.1016/j.matdes.2021.110323
10.1007/s10853-020-05099-z
10.1063/1.3599881
10.1016/j.sna.2022.113367
10.5772/39517
ContentType Journal Article
Copyright The Minerals, Metals & Materials Society 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
The Minerals, Metals & Materials Society 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
Copyright_xml – notice: The Minerals, Metals & Materials Society 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
– notice: The Minerals, Metals & Materials Society 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
DBID AAYXX
CITATION
3V.
7XB
88I
8AF
8AO
8FE
8FG
8FK
8G5
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
D1I
DWQXO
GNUQQ
GUQSH
HCIFZ
KB.
L6V
M2O
M2P
M7S
MBDVC
P5Z
P62
PDBOC
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
Q9U
S0X
DOI 10.1007/s11664-022-09857-4
DatabaseName CrossRef
ProQuest Central (Corporate)
ProQuest Central (purchase pre-March 2016)
Science Database (Alumni Edition)
STEM Database
ProQuest Pharma Collection
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Research Library
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One
ProQuest Materials Science Collection
ProQuest Central Korea
ProQuest Central Student
ProQuest Research Library
SciTech Premium Collection
Materials Science Database
ProQuest Engineering Collection
Research Library
Science Database
Engineering Database
Research Library (Corporate)
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
Materials Science Collection
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
ProQuest Central Basic
SIRS Editorial
DatabaseTitle CrossRef
Research Library Prep
ProQuest Central Student
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
SIRS Editorial
Materials Science Collection
ProQuest AP Science
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Research Library (Alumni Edition)
ProQuest Pharma Collection
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
ProQuest Central Korea
Materials Science Database
ProQuest Research Library
ProQuest Central (New)
Engineering Collection
ProQuest Materials Science Collection
Advanced Technologies & Aerospace Collection
Engineering Database
ProQuest Science Journals (Alumni Edition)
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
DatabaseTitleList
Research Library Prep
Database_xml – sequence: 1
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1543-186X
EndPage 5481
ExternalDocumentID 10_1007_s11664_022_09857_4
GroupedDBID -4Y
-58
-5G
-BR
-EM
-Y2
-~C
-~X
.4S
.86
.DC
.VR
06C
06D
0R~
0VY
199
1N0
1SB
2.D
203
28-
29K
2J2
2JN
2JY
2KG
2KM
2LR
2VQ
2~H
30V
3V.
4.4
406
408
40D
40E
5GY
5VS
67Z
6NX
78A
88I
8AF
8AO
8FE
8FG
8FW
8G5
8TC
8UJ
95-
95.
95~
96X
AABHQ
AACDK
AAHNG
AAIAL
AAIKT
AAJBT
AAJKR
AANZL
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYQN
AAYTO
AAYZH
ABAKF
ABDPE
ABDZT
ABECU
ABEFU
ABFTD
ABFTV
ABHLI
ABHQN
ABJCF
ABJNI
ABJOX
ABKCH
ABMNI
ABMQK
ABNWP
ABQBU
ABQSL
ABSXP
ABTAH
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABUWG
ABWNU
ABXPI
ACAOD
ACBEA
ACBXY
ACDTI
ACGFO
ACGFS
ACGOD
ACHSB
ACHXU
ACIHN
ACIWK
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPIV
ACREN
ACZOJ
ADHHG
ADHIR
ADINQ
ADKNI
ADKPE
ADMLS
ADRFC
ADTPH
ADURQ
ADYFF
ADYOE
ADZKW
AEAQA
AEBTG
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEMSY
AENEX
AEOHA
AEPYU
AESKC
AETLH
AEVLU
AEXYK
AFBBN
AFEXP
AFGCZ
AFKRA
AFLOW
AFQWF
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGGDS
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AMYQR
AOCGG
ARAPS
ARCSS
ARMRJ
ASPBG
AVWKF
AXYYD
AYJHY
AZFZN
AZQEC
B-.
BA0
BBWZM
BDATZ
BENPR
BGLVJ
BGNMA
BPHCQ
C1A
CAG
CCPQU
COF
CS3
CSCUP
CZ9
D-I
D1I
DDRTE
DNIVK
DPUIP
DU5
DWQXO
E3Z
EBLON
EBS
EDO
EIOEI
EJD
ESBYG
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FWDCC
G-Y
G-Z
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GUQSH
H13
HCIFZ
HF~
HG5
HG6
HMJXF
HRMNR
HVGLF
HZ~
I-F
IJ-
IKXTQ
ITM
IWAJR
IXC
IXE
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JZLTJ
KB.
KC.
KDC
KOV
L6V
LLZTM
M2O
M2P
M2Q
M4Y
M7S
MA-
MK~
N2Q
N9A
NB0
NDZJH
NF0
NPVJJ
NQJWS
NU0
O9-
O93
O9G
O9I
O9J
OAM
P19
P2P
P62
P9N
PDBOC
PF0
PKN
PQQKQ
PROAC
PT4
PT5
PTHSS
Q2X
QF4
QM1
QN7
QO4
QOK
QOR
QOS
R4E
R89
R9I
RHV
RNI
RNS
ROL
RPX
RSV
RWL
RXW
RZK
S0X
S16
S1Z
S26
S27
S28
S3B
SAP
SCG
SCLPG
SCM
SDH
SDM
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
T16
TAE
TSG
TSK
TSV
TUC
TUS
TWZ
U2A
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W48
W4F
WK8
YLTOR
Z45
Z5O
Z7R
Z7S
Z7V
Z7W
Z7X
Z7Y
Z7Z
Z83
Z85
Z88
Z8M
Z8N
Z8P
Z8Q
Z8R
Z8T
Z8W
Z8Z
Z92
ZE2
ZMTXR
ZY4
~EX
AAPKM
AAYXX
ABBRH
ABDBE
ABFSG
ACMFV
ACSTC
ADHKG
AEZWR
AFDZB
AFHIU
AFOHR
AGQPQ
AHPBZ
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
PHGZM
PHGZT
7XB
8FK
ABRTQ
MBDVC
PKEHL
PQEST
PQGLB
PQUKI
PRINS
Q9U
ID FETCH-LOGICAL-c319t-cf65585a783954948461774af88e44b865c7c9829db0d88c6cd40fad670775433
IEDL.DBID U2A
ISSN 0361-5235
IngestDate Sat Aug 16 17:22:24 EDT 2025
Tue Jul 01 04:28:18 EDT 2025
Thu Apr 24 23:05:28 EDT 2025
Fri Feb 21 02:45:04 EST 2025
IsPeerReviewed true
IsScholarly true
Issue 10
Keywords polymer-matrix composites
Piezoresistivity
piezoresistive materials
electrical properties
cement-based materials
electrical resistivity
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c319t-cf65585a783954948461774af88e44b865c7c9829db0d88c6cd40fad670775433
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-4746-6276
PQID 2707267012
PQPubID 48394
PageCount 9
ParticipantIDs proquest_journals_2707267012
crossref_primary_10_1007_s11664_022_09857_4
crossref_citationtrail_10_1007_s11664_022_09857_4
springer_journals_10_1007_s11664_022_09857_4
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20221000
2022-10-00
20221001
PublicationDateYYYYMMDD 2022-10-01
PublicationDate_xml – month: 10
  year: 2022
  text: 20221000
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
– name: Warrendale
PublicationTitle Journal of electronic materials
PublicationTitleAbbrev J. Electron. Mater
PublicationYear 2022
Publisher Springer US
Springer Nature B.V
Publisher_xml – name: Springer US
– name: Springer Nature B.V
References Alpuim, Gaspar, Gieschke, Ehling, Kistner, Goncalves, Vasilevskiy, Paul (CR12) 2011; 109
Demircilioglu, Teomete, Ozbulut, Kahraman (CR19) 2022; 316
Ricohermoso, Klug, Schlaak, Riedel, Ionescu (CR6) 2022; 213
Chung (CR9) 2021; 12
Jiang, Xu, Liao, Zheng (CR7) 2022; 48
Kumar, Patro (CR2) 2022; 139
CR14
Kim, Kim, An (CR29) 2018; 134
Ansari, Gangadhara (CR16) 2014; 5
Balam, Pech-Piste, Valdez-Nava, Gamboa, Castillo-Atoche, Aviles (CR1) 2022; 22
Abhang (CR17) 2018; 7
Zhang, Liu, Ru, Zhang, Dong, Sun (CR15) 2011; 20
Tufte, Stelzer (CR18) 1963; 34
Dong, Li, Guo, Qu, Wang, Sheng (CR11) 2022; 126
Tsai, Li, Hsu (CR4) 2021; 6
Chung (CR23) 2017; 113
Chung (CR8) 2019; 160
Haghgoo, Ansari, Hassanzadeh-Aghdam (CR25) 2022; 152
Wang, Chung (CR26) 1997; 35
Uhlig, Rau, Schultes (CR13) 2011; 172
Wang, Zhang (CR28) 2022; 336
Verma, Ubaid, Varadarajan, Wardle, Kumar (CR3) 2022; 14
Spinelli, Lamberti, Tucci, Vertuccio, Guadagno (CR20) 2018; 145
Leong, Chung (CR22) 2004; 33
Chung (CR21) 2021; 50
Chung (CR5) 2020; 55
Li, Dong, Guo, Wang, Shah (CR10) 2022; 128
Haghgoo, Ansari, Hassanzadeh-Aghdam (CR24) 2022; 336
Wang, Chung (CR27) 2007; 42
A Balam (9857_CR1) 2022; 22
W Dong (9857_CR11) 2022; 126
M Haghgoo (9857_CR24) 2022; 336
Y Wang (9857_CR28) 2022; 336
G Spinelli (9857_CR20) 2018; 145
C Leong (9857_CR22) 2004; 33
E Ricohermoso III (9857_CR6) 2022; 213
9857_CR14
MZ Ansari (9857_CR16) 2014; 5
MK Kim (9857_CR29) 2018; 134
S Uhlig (9857_CR13) 2011; 172
Y Abhang (9857_CR17) 2018; 7
S Wang (9857_CR26) 1997; 35
W Li (9857_CR10) 2022; 128
E Demircilioglu (9857_CR19) 2022; 316
H Tsai (9857_CR4) 2021; 6
M Jiang (9857_CR7) 2022; 48
ON Tufte (9857_CR18) 1963; 34
M Haghgoo (9857_CR25) 2022; 152
DDL Chung (9857_CR21) 2021; 50
DDL Chung (9857_CR9) 2021; 12
S Wang (9857_CR27) 2007; 42
GS Kumar (9857_CR2) 2022; 139
Y Zhang (9857_CR15) 2011; 20
P Verma (9857_CR3) 2022; 14
DDL Chung (9857_CR8) 2019; 160
DDL Chung (9857_CR23) 2017; 113
DDL Chung (9857_CR5) 2020; 55
P Alpuim (9857_CR12) 2011; 109
References_xml – volume: 48
  start-page: 2112
  issue: 2
  year: 2022
  end-page: 2117
  ident: CR7
  article-title: Effect of Sputtering Power on Piezoresistivity and Interfacial Strength of SiCN Thin Films Prepared by Magnetic Sputtering
  publication-title: Ceramics Int.
  doi: 10.1016/j.ceramint.2021.09.299
– volume: 42
  start-page: 4987
  issue: 13
  year: 2007
  end-page: 4995
  ident: CR27
  article-title: Negative Piezoresistivity in Continuous Carbon Fiber Epoxy-Matrix Composite
  publication-title: J. Mater. Sci.
  doi: 10.1007/s10853-006-0580-z
– ident: CR14
– volume: 34
  start-page: 313
  year: 1963
  end-page: 318
  ident: CR18
  article-title: Piezoresistive Properties of Silicon Diffused Layers
  publication-title: J. Appl. Phys.
  doi: 10.1063/1.1702605
– volume: 5
  start-page: 1308
  year: 2014
  end-page: 1313
  ident: CR16
  article-title: Piezoresistivity and its Applications in Nanomechanical Sensors
  publication-title: Procedia. Mater. Sci.
  doi: 10.1016/j.mspro.2014.07.447
– volume: 6
  start-page: 538
  issue: 4
  year: 2021
  end-page: 542
  ident: CR4
  article-title: Excellent Piezoresistivity of Composites Made From Networked Carbon Nanotubes and Polydimethylsiloxane: An Intertube Barrier Driven Strain Sensing
  publication-title: J. Sci.: Adv. Mater. Devices
– volume: 145
  start-page: 90
  year: 2018
  end-page: 99
  ident: CR20
  article-title: Experimental and Theoretical Study on Piezoresistive Properties of a Structural Resin Reinforced with Carbon Nanotubes for Strain Sensing and Damage Monitoring
  publication-title: Compos. B
  doi: 10.1016/j.compositesb.2018.03.025
– volume: 336
  start-page: 113414
  year: 2022
  ident: CR24
  article-title: Prediction of Piezoresistive Sensitivity and Percolation Probability of Synergetic CNT-GNP Conductive Network Composite
  publication-title: Sensors Actuators A
  doi: 10.1016/j.sna.2022.113414
– volume: 113
  start-page: 1
  year: 2017
  end-page: 29
  ident: CR23
  article-title: Processing-Structure-Property Relationships of Continuous Carbon Fiber Polymer-Matrix Composites
  publication-title: Mater. Sci. Eng. R
  doi: 10.1016/j.mser.2017.01.002
– volume: 7
  start-page: 1000432
  issue: 2
  year: 2018
  ident: CR17
  article-title: Review of Different Tactile Sensors Using Piezoresistivity Mechanism
  publication-title: J. Mater. Sci. Eng.
– volume: 35
  start-page: 621
  issue: 5
  year: 1997
  end-page: 630
  ident: CR26
  article-title: Self-Monitoring of Strain and Damage by a Carbon-Carbon Composite
  publication-title: Carbon
  doi: 10.1016/S0008-6223(97)00011-0
– volume: 20
  start-page: 959
  issue: 4
  year: 2011
  end-page: 967
  ident: CR15
  article-title: Piezoresistivity Characterization of Synthetic Silicon Nanowires Using a MEMS Device
  publication-title: J. Microelectromechanical Syst.
  doi: 10.1109/JMEMS.2011.2153825
– volume: 12
  start-page: 1
  issue: 1
  year: 2021
  end-page: 19
  ident: CR9
  article-title: Self-Sensing Concrete: from Resistance-Based Sensing to Capacitance-Based Sensing
  publication-title: Int. J. Smart Nano Mater.
  doi: 10.1080/19475411.2020.1843560
– volume: 128
  start-page: 104454
  year: 2022
  ident: CR10
  article-title: Advances in Multifunctional Cementitious Composites with Conductive Carbon Nanomaterials for Smart Infrastructure
  publication-title: Ce. Concr. Compos.
  doi: 10.1016/j.cemconcomp.2022.104454
– volume: 316
  start-page: 125784
  year: 2022
  ident: CR19
  article-title: Cross Tension and Compression Loading and Large-Scale Testing of Strain and Damage Sensing Smart Concrete
  publication-title: Constr. Build. Mater.
  doi: 10.1016/j.conbuildmat.2021.125784
– volume: 134
  start-page: 254
  year: 2018
  end-page: 264
  ident: CR29
  article-title: Electro-Mechanical Self-Sensing Response of Ultra-High-Performance Fiber-Reinforced Concrete in Tension
  publication-title: Compos. B
  doi: 10.1016/j.compositesb.2017.09.061
– volume: 152
  start-page: 106716
  year: 2022
  ident: CR25
  article-title: Monte Carlo Analytical-Geometrical Simulation of Piezoresistivity and Electrical Conductivity of Polymeric Nanocomposites Filled with Hybrid Carbon Nanotubes/Graphene Nanoplatelets
  publication-title: Compos. A
  doi: 10.1016/j.compositesa.2021.106716
– volume: 139
  start-page: 51516
  issue: 3
  year: 2022
  ident: CR2
  article-title: Tuning the Piezoresistive Strain-Sensing Behavior of Poly(Vinylidene Fluoride)- CNT Composites: the Role of Polymer- CNT Interface and Composite Processing Technique
  publication-title: J. Appl. Polymer Sci.
  doi: 10.1002/app.51516
– volume: 160
  start-page: 644
  year: 2019
  end-page: 660
  ident: CR8
  article-title: A Review of Multifunctional Polymer-Matrix Structural Composites
  publication-title: Compos. B
  doi: 10.1016/j.compositesb.2018.12.117
– volume: 126
  start-page: 104379
  year: 2022
  ident: CR11
  article-title: Piezoresistive Performance of Hydrophobic Cement-Based Sensors Under Moisture and Chloride-Rich Environments
  publication-title: Ce. Concr. Compos.
  doi: 10.1016/j.cemconcomp.2021.104379
– volume: 50
  start-page: 6567
  issue: 2
  year: 2021
  end-page: 6574
  ident: CR21
  article-title: Pitfalls and Methods in the Measurement of the Electrical Resistance and Capacitance of Materials
  publication-title: J. Electron. Mater.
  doi: 10.1007/s11664-021-09223-w
– volume: 22
  start-page: 484
  issue: 2
  year: 2022
  ident: CR1
  article-title: A Comparative Study of the Electrical and Electromechanical Responses of Carbon Nanotube/Polypropylene Composites in Alternating and Direct Current
  publication-title: Sensors
  doi: 10.3390/s22020484
– volume: 14
  start-page: 8361
  year: 2022
  end-page: 8372
  ident: CR3
  article-title: Synthesis and Characterization of Carbon Nanotube-Doped Thermoplastic Nanocomposites for the Additive Manufacturing of Self-Sensing Piezoresistive Materials
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.1c20491
– volume: 172
  start-page: 447
  issue: 2
  year: 2011
  end-page: 454
  ident: CR13
  article-title: Piezoresistivity of Polycrystalline Silicon Applying the AIC Process-Route
  publication-title: Sensors Actuators A
  doi: 10.1016/j.sna.2011.09.031
– volume: 33
  start-page: 203
  issue: 3
  year: 2004
  end-page: 206
  ident: CR22
  article-title: Pressure Electrical Contact Improved by Carbon Black Paste
  publication-title: J. Electron. Mater.
  doi: 10.1007/s11664-004-0180-0
– volume: 213
  start-page: 110323
  year: 2022
  ident: CR6
  article-title: Microstrain-Range Giant Piezoresistivity of Silicon Oxycarbide Thin Films Under Mechanical Cyclic Loads
  publication-title: Mater. Design
  doi: 10.1016/j.matdes.2021.110323
– volume: 55
  start-page: 15367
  issue: 32
  year: 2020
  end-page: 15396
  ident: CR5
  article-title: A Critical Review of Piezoresistivity and its Application in Electrical-Resistance-Based Strain Sensing
  publication-title: J. Mater. Sci.
  doi: 10.1007/s10853-020-05099-z
– volume: 109
  start-page: 123717
  issue: 12
  year: 2011
  ident: CR12
  article-title: Study of the Piezoresistivity of Doped Nanocrystalline Silicon Thin Films
  publication-title: J. Appl. Phys.
  doi: 10.1063/1.3599881
– volume: 336
  start-page: 113367
  year: 2022
  ident: CR28
  article-title: Development of Self-Sensing Cementitious Composite Incorporating Hybrid Graphene Nanoplates and Carbon Nanotubes for Structural Health Monitoring
  publication-title: Sensors Actuators A
  doi: 10.1016/j.sna.2022.113367
– volume: 7
  start-page: 1000432
  issue: 2
  year: 2018
  ident: 9857_CR17
  publication-title: J. Mater. Sci. Eng.
– volume: 145
  start-page: 90
  year: 2018
  ident: 9857_CR20
  publication-title: Compos. B
  doi: 10.1016/j.compositesb.2018.03.025
– volume: 6
  start-page: 538
  issue: 4
  year: 2021
  ident: 9857_CR4
  publication-title: J. Sci.: Adv. Mater. Devices
– volume: 55
  start-page: 15367
  issue: 32
  year: 2020
  ident: 9857_CR5
  publication-title: J. Mater. Sci.
  doi: 10.1007/s10853-020-05099-z
– volume: 42
  start-page: 4987
  issue: 13
  year: 2007
  ident: 9857_CR27
  publication-title: J. Mater. Sci.
  doi: 10.1007/s10853-006-0580-z
– volume: 139
  start-page: 51516
  issue: 3
  year: 2022
  ident: 9857_CR2
  publication-title: J. Appl. Polymer Sci.
  doi: 10.1002/app.51516
– volume: 213
  start-page: 110323
  year: 2022
  ident: 9857_CR6
  publication-title: Mater. Design
  doi: 10.1016/j.matdes.2021.110323
– volume: 134
  start-page: 254
  year: 2018
  ident: 9857_CR29
  publication-title: Compos. B
  doi: 10.1016/j.compositesb.2017.09.061
– volume: 48
  start-page: 2112
  issue: 2
  year: 2022
  ident: 9857_CR7
  publication-title: Ceramics Int.
  doi: 10.1016/j.ceramint.2021.09.299
– volume: 50
  start-page: 6567
  issue: 2
  year: 2021
  ident: 9857_CR21
  publication-title: J. Electron. Mater.
  doi: 10.1007/s11664-021-09223-w
– volume: 22
  start-page: 484
  issue: 2
  year: 2022
  ident: 9857_CR1
  publication-title: Sensors
  doi: 10.3390/s22020484
– volume: 14
  start-page: 8361
  year: 2022
  ident: 9857_CR3
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.1c20491
– volume: 160
  start-page: 644
  year: 2019
  ident: 9857_CR8
  publication-title: Compos. B
  doi: 10.1016/j.compositesb.2018.12.117
– volume: 109
  start-page: 123717
  issue: 12
  year: 2011
  ident: 9857_CR12
  publication-title: J. Appl. Phys.
  doi: 10.1063/1.3599881
– volume: 172
  start-page: 447
  issue: 2
  year: 2011
  ident: 9857_CR13
  publication-title: Sensors Actuators A
  doi: 10.1016/j.sna.2011.09.031
– volume: 20
  start-page: 959
  issue: 4
  year: 2011
  ident: 9857_CR15
  publication-title: J. Microelectromechanical Syst.
  doi: 10.1109/JMEMS.2011.2153825
– volume: 34
  start-page: 313
  year: 1963
  ident: 9857_CR18
  publication-title: J. Appl. Phys.
  doi: 10.1063/1.1702605
– volume: 113
  start-page: 1
  year: 2017
  ident: 9857_CR23
  publication-title: Mater. Sci. Eng. R
  doi: 10.1016/j.mser.2017.01.002
– volume: 336
  start-page: 113367
  year: 2022
  ident: 9857_CR28
  publication-title: Sensors Actuators A
  doi: 10.1016/j.sna.2022.113367
– volume: 35
  start-page: 621
  issue: 5
  year: 1997
  ident: 9857_CR26
  publication-title: Carbon
  doi: 10.1016/S0008-6223(97)00011-0
– volume: 5
  start-page: 1308
  year: 2014
  ident: 9857_CR16
  publication-title: Procedia. Mater. Sci.
  doi: 10.1016/j.mspro.2014.07.447
– volume: 336
  start-page: 113414
  year: 2022
  ident: 9857_CR24
  publication-title: Sensors Actuators A
  doi: 10.1016/j.sna.2022.113414
– ident: 9857_CR14
  doi: 10.5772/39517
– volume: 126
  start-page: 104379
  year: 2022
  ident: 9857_CR11
  publication-title: Ce. Concr. Compos.
  doi: 10.1016/j.cemconcomp.2021.104379
– volume: 12
  start-page: 1
  issue: 1
  year: 2021
  ident: 9857_CR9
  publication-title: Int. J. Smart Nano Mater.
  doi: 10.1080/19475411.2020.1843560
– volume: 33
  start-page: 203
  issue: 3
  year: 2004
  ident: 9857_CR22
  publication-title: J. Electron. Mater.
  doi: 10.1007/s11664-004-0180-0
– volume: 128
  start-page: 104454
  year: 2022
  ident: 9857_CR10
  publication-title: Ce. Concr. Compos.
  doi: 10.1016/j.cemconcomp.2022.104454
– volume: 316
  start-page: 125784
  year: 2022
  ident: 9857_CR19
  publication-title: Constr. Build. Mater.
  doi: 10.1016/j.conbuildmat.2021.125784
– volume: 152
  start-page: 106716
  year: 2022
  ident: 9857_CR25
  publication-title: Compos. A
  doi: 10.1016/j.compositesa.2021.106716
SSID ssj0015181
Score 2.4377594
Snippet The field of piezoresistivity (the effect of strain/stress on the electrical resistivity of a material) has been growing exponentially since 1990, with the...
SourceID proquest
crossref
springer
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 5473
SubjectTerms Carbon fibers
Characterization and Evaluation of Materials
Chemistry and Materials Science
Commentary
Composite materials
Electrodes
Electronics and Microelectronics
Instrumentation
Materials Science
Optical and Electronic Materials
Piezoresistivity
Research methodology
Resistance factors
Silver
Solid State Physics
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3NS8MwFH_odtGD-InTKT3spsF-JGl6EpWNITiGbLBbaZNUBqOdrl78633p0lUFd-ipbaC_9H38kpffA-ipiMkskCnBKyBUZBJtTgdESYz-kcoSFZizwy8jPpzS5xmb2QW3lS2rrH1i5ahVIc0a-Z0fuqHPQ_Sn98t3YrpGmd1V20JjF9roggWSr_ZjfzR-3ewjMK9qU4pu2jOUi9ljM-vDcx7nlJhqdjcygkj0d2hq8s0_W6RV5BkcwoFNGZ2H9RwfwY7Oj2H_h5DgCfTG8zJLFouVM8-d8Vx_FciijfWazhDOxChp5G-nMB30J09DYvsfEImGURKZcYbZfBJiEsOMjAvFdCOkSSaEpjQVnMlQRsKPVOoqISSXirqILqJkdO2C4AxaeZHrc3DSBKmVQm6GRJr6rhZuFirkhjplri9T3gGv_vRYWnFw06NiETeyxgauGOGKK7hi2oGbzTvLtTTG1qe7NaKxNZNV3ExqB25rlJvb_492sX20S9jzzcRWRXddaJUfn_oKk4cyvbZ_yDcC572j
  priority: 102
  providerName: ProQuest
Title Pitfalls in Piezoresistivity Testing
URI https://link.springer.com/article/10.1007/s11664-022-09857-4
https://www.proquest.com/docview/2707267012
Volume 51
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV07T8MwED7RdoEB8RSFUmXoBpESx3acsUAfAlpV0EplihLbQZWqFNGy8Os5p0kDCJAYIg9xLOfss-_T3X0H0FIBk4knYxsfz6Yikahz2rOVxNs_UEmkPJM7PBjy_oTeTtk0TwpbFtHuhUsyO6nLZDeXc2qb6HMnMARGtAI1ZrA77uIJaW98B8zNSpPi0ewamMXyVJmfx_h6HZU25je3aHbbdPdgNzcTrfZ6XfdhS6cHsPOJPPAQWqPZKonm86U1S63RTL8vEDkbjTXVIKyxYc9In49g0u2Mr_t2XvPAlqgMK1smnKEFH_louDBD3ULRxPBplAihKY0FZ9KXgSCBih0lhORSUQclyv2My87zjqGaLlJ9AlYcIZxSiMcQPFPiaOEkvkI8qGPmEBnzOrjFr4cyJwQ3dSnmYUllbMQVorjCTFwhrcPF5puXNR3Gn70bhUTDXDWWIcGZEpyuS-pwWUi5fP37aKf_634G28QsdBZ414Dq6vVNn6MBsYqbUBHdXhNq7ZvB_aNpe093HWyvOsPRQzPbTR8vIL70
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LT4NAEJ409aAejM9YrcqhnpRIYYHlYIxRa2sf6aFNekPYXUyThlaLMfqj_I3OUGjVRG89kJAAC8zOzsy3u_MNQEV6togsEep4WDrjkcAxpyxdCvT-nowCaVHucLvj1PvsYWAPCvCZ58LQtsrcJqaGWo4FzZFfmK7hmo6L9vRq8qxT1ShaXc1LaMzUoqne3xCyTS8bt9i_p6ZZu-vd1PWsqoAuUN0SXUSOjTFy4GJoYBM5CkMn7rIg4lwxFnLHFq7wuOnJ0JCcC0dIZuA347uJLY4mQNHkr-CJRyOK1-7nqxZ2NS2Kik6hSgDPzpJ0Zql6VcdhOu2dNzyiX2I_HeEiuv21IJv6udombGQBqnY906gtKKh4G9a_0RbuQKU7TKJgNJpqw1jrDtXHGDE72QqqQ6H1iLcjftqF_lLksgfFeByrfdDCAIGcRCSIsJ2ZhuJG5EpEoiq0DVOETgmq-a_7IqMip4oYI39Bokzi8lFcfioun5XgbP7MZEbE8e_d5VyifjYop_5ChUpwnkt5cfnv1g7-b-0EVuu9dstvNTrNQ1gzqZPT7X5lKCYvr-oIw5YkPE51RYPHZSvnF7859x8
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LT8JAEJ4QSIwejM-IovaAJ20oZfs6GKMCAVFCDCTcaru7NSSkoNQY_Wn-OmdKS9VEbhx6artpZ2dn5tud-QagLByDBzXuq3jVVGYHHNecrKmCo_d3ROCJGtUOP3TN1oDdDY1hDr7SWhhKq0xtYmyoxYTTHnlFtzRLNy20p5UgSYvo1ZtX0xeVOkjRSWvaTmOuIh358Y7wbXbZruNcn-l6s9G_balJhwGVo-pFKg9MA-Nlz8IwwSCiFIYO3WJeYNuSMd82DW5xx9Yd4WvCtrnJBdPw-_E7iDmONkPR_BcsREVaHgo3jW7vcXGGYVTjFqnoIqoE94ykZGdeuFc1TaZSJr3mEBkT--0Ws1j3z_Fs7PWaW7CZhKvK9Vy_tiEnwx3Y-EFiuAvl3igKvPF4poxCpTeSnxNE8GQ5qCuF0icWj_B5DwYrkcw-5MNJKA9A8T2EdQJxIYJ4pmvS1gJLIC6VvqHp3DeLUE1_3eUJMTn1xxi7GaUyictFcbmxuFxWhPPFO9M5LcfSp0upRN1kic7cTKGKcJFKObv9_2iHy0c7hTVUTPe-3e0cwbpOcxzn_pUgH72-yWOMYSL_JFEWBZ5WrZ_fwNz8sQ
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=Pitfalls+in+Piezoresistivity+Testing&rft.jtitle=Journal+of+electronic+materials&rft.au=Chung%2C+D.+D.+L.&rft.date=2022-10-01&rft.pub=Springer+US&rft.issn=0361-5235&rft.eissn=1543-186X&rft.volume=51&rft.issue=10&rft.spage=5473&rft.epage=5481&rft_id=info:doi/10.1007%2Fs11664-022-09857-4&rft.externalDocID=10_1007_s11664_022_09857_4
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0361-5235&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0361-5235&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0361-5235&client=summon