Cascading structural failures of towers in an electric power transmission line due to straight line winds

The bulk electricity that powers our society flows along high voltage transmission lines that are conducting cables hung with insulators from a series of transmission towers. High winds can damage these structures and the loss of the transmission line sometimes causes a blackout. When a tower struct...

Full description

Saved in:
Bibliographic Details
Published inReliability engineering & system safety Vol. 250; p. 110304
Main Authors Dikshit, Saransh, Dobson, Ian, Alipour, Alice
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.10.2024
Subjects
Online AccessGet full text
ISSN0951-8320
1879-0836
DOI10.1016/j.ress.2024.110304

Cover

Abstract The bulk electricity that powers our society flows along high voltage transmission lines that are conducting cables hung with insulators from a series of transmission towers. High winds can damage these structures and the loss of the transmission line sometimes causes a blackout. When a tower structurally fails, the adjacent towers have unbalanced load, and are more likely to fail, so there is a cascading effect by which tower failures can lead to further tower failures. This paper analyzes the cascading failures of towers due to extreme straight line winds. A dynamic analysis of the transmission tower–insulator–conductor system under wind loads yields fragility curves that describe the probability of structural failure for both intact and failed adjacent towers. The paper then derives novel mathematical formulas for the probabilities of the number of towers that fail. The new formulas apply generally to cascading failure along a line of general components. The calculations use generating functions and computer algebra, and account for the interspersed anchor towers that are strongly built to withstand high winds. The effect of cascading on the number of towers failed and the life cycle cost is quantified in a case study of a transmission line with twenty-five towers. •Formulates probabilistic cascading structural failure of towers in a transmission line.•New mathematical formulas for the probability distribution of the number of towers failed.•Formulas apply generally to cascading along a line of general components.•State of the art dynamic analysis gives tower fragility curves under high wind loads.•Case study quantifies the effects and risk of cascading in a line of 25 towers. [Display omitted]
AbstractList The bulk electricity that powers our society flows along high voltage transmission lines that are conducting cables hung with insulators from a series of transmission towers. High winds can damage these structures and the loss of the transmission line sometimes causes a blackout. When a tower structurally fails, the adjacent towers have unbalanced load, and are more likely to fail, so there is a cascading effect by which tower failures can lead to further tower failures. This paper analyzes the cascading failures of towers due to extreme straight line winds. A dynamic analysis of the transmission tower–insulator–conductor system under wind loads yields fragility curves that describe the probability of structural failure for both intact and failed adjacent towers. The paper then derives novel mathematical formulas for the probabilities of the number of towers that fail. The new formulas apply generally to cascading failure along a line of general components. The calculations use generating functions and computer algebra, and account for the interspersed anchor towers that are strongly built to withstand high winds. The effect of cascading on the number of towers failed and the life cycle cost is quantified in a case study of a transmission line with twenty-five towers. •Formulates probabilistic cascading structural failure of towers in a transmission line.•New mathematical formulas for the probability distribution of the number of towers failed.•Formulas apply generally to cascading along a line of general components.•State of the art dynamic analysis gives tower fragility curves under high wind loads.•Case study quantifies the effects and risk of cascading in a line of 25 towers. [Display omitted]
ArticleNumber 110304
Author Dikshit, Saransh
Alipour, Alice
Dobson, Ian
Author_xml – sequence: 1
  givenname: Saransh
  surname: Dikshit
  fullname: Dikshit, Saransh
– sequence: 2
  givenname: Ian
  surname: Dobson
  fullname: Dobson, Ian
– sequence: 3
  givenname: Alice
  orcidid: 0000-0001-6893-9602
  surname: Alipour
  fullname: Alipour, Alice
  email: alipour@iastate.edu
BookMark eNp9kM1KxDAUhYOM4Dj6Aq7yAq03aZs24EYG_2DAja5DmibjHTrpkKQOvr0t48rFrC4c-A7nftdk4QdvCbljkDNg4n6XBxtjzoGXOWNQQHlBlqypZQZNIRZkCbJiWVNwuCLXMe4AoJRVvSS41tHoDv2WxhRGk8age-o09uPUSAdH03C0IVL0VHtqe2tSQEMPc0pT0D7uMUYcPO3RW9qNdiLmLo3br3QKj-i7eEMune6jvf27K_L5_PSxfs027y9v68dNZgqAlDkLlRRt1QkJBrgWhpvSGSmkEZUuQdStbK20bdXymrlOs1rz0jVctCB4KYoVaU69JgwxBuuUwaTTtHDe1CsGalamdmpWpmZl6qRsQvk_9BBwr8PPeejhBNnpqW-0QUWD1hvbYZhkqW7Ac_gvHv6Jug
CitedBy_id crossref_primary_10_3390_buildings14123815
Cites_doi 10.1016/j.ress.2023.109241
10.1016/j.jweia.2015.10.004
10.1007/s12205-015-0723-3
10.1177/1369433217700426
10.2174/1874149501307010164
10.1016/0045-7949(87)90235-5
10.1109/TPAS.1981.316694
10.1016/j.strusafe.2014.01.001
10.1016/j.ijdrr.2021.102439
10.1016/j.ress.2009.11.002
10.1016/j.strusafe.2020.101978
10.1016/j.engstruct.2017.12.039
10.1016/j.epsr.2014.07.018
10.1109/PES.2008.4596430
10.1016/j.strusafe.2015.08.002
10.1109/TPWRS.2016.2641463
10.1016/j.ress.2008.02.018
10.1061/(ASCE)ST.1943-541X.0002660
10.1016/j.jcsr.2022.107344
10.1115/1.3119501
10.1016/j.ress.2020.107079
10.1016/j.jcsr.2019.02.011
10.1063/1.2737822
10.1016/j.istruc.2023.01.042
10.1061/(ASCE)ST.1943-541X.0000892
10.1061/40642(253)4
10.1016/j.ress.2016.09.009
10.1016/j.ress.2022.108875
10.1109/TPWRD.2009.2036625
10.1111/mice.12843
10.1109/TPWRS.2020.3012840
10.1016/j.engstruct.2023.115942
10.1016/j.ress.2023.109194
10.1016/j.engstruct.2019.05.041
10.1016/j.ress.2019.106517
10.1177/87552930221076870
10.1016/j.engstruct.2020.110681
10.1016/S0141-0296(00)00045-6
10.1016/j.jcsr.2020.105941
10.1109/TPWRS.2016.2518660
10.1016/j.ress.2021.108085
10.1016/j.ress.2013.06.040
10.1016/j.engstruct.2015.01.001
10.1016/j.istruc.2020.06.018
10.1016/0022-460X(72)90600-1
10.1111/mice.12064
10.1016/j.strusafe.2021.102080
10.1061/(ASCE)CF.1943-5509.0001777
10.1016/j.epsr.2013.09.002
ContentType Journal Article
Copyright 2024
Copyright_xml – notice: 2024
DBID AAYXX
CITATION
DOI 10.1016/j.ress.2024.110304
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1879-0836
ExternalDocumentID 10_1016_j_ress_2024_110304
S0951832024003764
GroupedDBID --K
--M
.~1
0R~
123
1B1
1~.
1~5
29P
4.4
457
4G.
5VS
7-5
71M
8P~
9JN
9JO
AABNK
AACTN
AAEDT
AAEDW
AAFJI
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AAXUO
ABEFU
ABFNM
ABJNI
ABMAC
ABMMH
ABTAH
ABXDB
ACDAQ
ACGFS
ACIWK
ACNNM
ACRLP
ADBBV
ADEZE
ADMUD
ADTZH
AEBSH
AECPX
AEKER
AENEX
AFKWA
AFRAH
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AIEXJ
AIKHN
AITUG
AJOXV
AKRWK
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AOMHK
ASPBG
AVARZ
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HVGLF
HZ~
IHE
J1W
JJJVA
KOM
LY7
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
PRBVW
Q38
R2-
RIG
ROL
RPZ
SDF
SDG
SES
SET
SEW
SPC
SPCBC
SSB
SSO
SST
SSZ
T5K
TN5
WUQ
XPP
ZMT
ZY4
~G-
AATTM
AAXKI
AAYWO
AAYXX
ABWVN
ACRPL
ACVFH
ADCNI
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AFXIZ
AGCQF
AGQPQ
AGRNS
AIGII
AIIUN
AKBMS
AKYEP
ANKPU
APXCP
BNPGV
CITATION
SSH
ID FETCH-LOGICAL-c300t-fe0596b5d690c02a6c2c4fc969c65a4067b9be9eb5b271fda17a24f826b062463
IEDL.DBID AIKHN
ISSN 0951-8320
IngestDate Tue Jul 01 00:45:15 EDT 2025
Thu Apr 24 23:08:46 EDT 2025
Sat Jul 20 16:35:30 EDT 2024
IsPeerReviewed true
IsScholarly true
Keywords Probability
Transmission tower
Cascading failure risk
Wind
Structural failure
Resilience engineering
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c300t-fe0596b5d690c02a6c2c4fc969c65a4067b9be9eb5b271fda17a24f826b062463
ORCID 0000-0001-6893-9602
ParticipantIDs crossref_citationtrail_10_1016_j_ress_2024_110304
crossref_primary_10_1016_j_ress_2024_110304
elsevier_sciencedirect_doi_10_1016_j_ress_2024_110304
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate October 2024
2024-10-00
PublicationDateYYYYMMDD 2024-10-01
PublicationDate_xml – month: 10
  year: 2024
  text: October 2024
PublicationDecade 2020
PublicationTitle Reliability engineering & system safety
PublicationYear 2024
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Wikipedia (b56) 2023
Ouyang (b2) 2014; 121
Baldick R, et al. Initial review of methods for cascading failure analysis in electric power transmission systems. In: 2008 IEEE power and energy society general meeting. 2008, p. 1–8.
Fu, Li, Li (b37) 2016; 58
Xue, Mohammadi, Li, Sahraei-Ardakani, Ou, Pu (b12) 2020; 203
Fenton, Sutherland (b52) 2011; 26
Zhang, Alipour (b58) 2022; 38
Cui, Caracoglia (b50) 2015; 87
Gjorgiev, Sansavini (b21) 2022; 217
Bialek (b25) 2016; 31
Pan, Tian, Fu, Li (b33) 2020; 167
Shinozuka, Deodatis (b42) 1991; 44
Jafari, Sarkar (b46) 2020; 214
McClure, Tinawi (b11) 1987; 26
Alminhana, Mason, Albermani (b13) 2018; 158
Porter, Scawthorn (b60) 2020; vol. 65
Cavalieri, Franchin, Buritica Cortes, Tesfamriam (b23) 2014; 29
Scherb, Garre, Straub (b28) 2019; 191
Dempsey, White (b5) 1996; 48
Fausset, Mervosh, Rojas (b55) 2021
Liu, Tian, Meng, Yang (b30) 2022; 194
Teoh, Alipour, Cancelli (b40) 2019; 197
Bi, Tian, Li, Ma, Pan (b38) 2023; 229
Zeng, Zhang, Wang (b61) 2020; 87
Dobson, Carreras, Lynch, Newman (b24) 2007; 17
Tian, Ma, Pan, Qiu, Li (b36) 2017; 20
Alipour, Sarkar, Dikshit, Razavi, Jafari (b45) 2020; 146
Peabody, McClure (b10) 2002
Cadini, Agliardi, Zio (b19) 2017; 158
Wells (b7) 2019
Ouyang, Duenas-Osorio (b18) 2014; 48
Ma, Christou, Bocchini (b39) 2021; 217
Ekisheva, Rieder, Norris, Lauby, Dobson (b3) 2021
Yeo, Lin, Simiu (b47) 2014; 140
Park, Choi, Kim, Lee (b29) 2015; 20
Tian, Wang, Ma, Wang (b35) 2013; 7
Gong, Zhi (b32) 2020; 27
Ghannoum (b9) 1981; PAS-100
Allred (b54) 2023
Mühlhofer, Koks, Kropf, Sansavini, Bresch (b27) 2023; 234
Winkler, Duenas-Osorio, Stein, Subramaniam (b16) 2010; 95
Zekavati, Jafari, Mahmoudi (b57) 2023; 37
Zerva (b48) 2016
Dikshit, Alipour (b41) 2023; 236
Tian, Pan, Ma (b31) 2019; 156
Zhang N, Alipour A. A multi-step assessment framework for optimization of flood mitigation strategies in transportation networks. Int. J. Disaster Risk Reduct. 63:102439.
Panteli, Pickering, Wilkinson, Dawson, Mancarella (b53) 2017
Jacobs (b4) 2013
North American Electric Reliability Corporation (b8) 2018
KEMA (b51) 2012
Zeng, Zhang, Quanwang, Ellingwood (b62) 2021; 91
(b49) 2022
Benowitz, Deodatis (b44) 2015; 147
Savory, Parke, Zeinoddini, Toy, Disney (b6) 2001; 23
Alminhana, Mason, Albermani (b14) 2023; 284
Cheng, Nozick, Dobson (b26) 2022; 38
Tian, Yang, Liu, Liu, Gao, Yang (b34) 2023; 48
Castillo (b1) 2014; 107
Han, Guikema, Quiring, Lee, Rosowsky, Davidson (b15) 2009; 94
Javanbakht, Mohagheghi (b17) 2014; 116
Zhou, Cruise, Dent, Dobson, Wehenkel, Wang, Wilson (b20) 2021; 36
Shinozuka, Jan (b43) 1972; 25
Bi (10.1016/j.ress.2024.110304_b38) 2023; 229
Alipour (10.1016/j.ress.2024.110304_b45) 2020; 146
Liu (10.1016/j.ress.2024.110304_b30) 2022; 194
Fu (10.1016/j.ress.2024.110304_b37) 2016; 58
Cui (10.1016/j.ress.2024.110304_b50) 2015; 87
Ouyang (10.1016/j.ress.2024.110304_b2) 2014; 121
Scherb (10.1016/j.ress.2024.110304_b28) 2019; 191
Dikshit (10.1016/j.ress.2024.110304_b41) 2023; 236
Bialek (10.1016/j.ress.2024.110304_b25) 2016; 31
Benowitz (10.1016/j.ress.2024.110304_b44) 2015; 147
Ekisheva (10.1016/j.ress.2024.110304_b3) 2021
Shinozuka (10.1016/j.ress.2024.110304_b42) 1991; 44
(10.1016/j.ress.2024.110304_b49) 2022
Cadini (10.1016/j.ress.2024.110304_b19) 2017; 158
Zhou (10.1016/j.ress.2024.110304_b20) 2021; 36
Fausset (10.1016/j.ress.2024.110304_b55) 2021
Allred (10.1016/j.ress.2024.110304_b54) 2023
Xue (10.1016/j.ress.2024.110304_b12) 2020; 203
Tian (10.1016/j.ress.2024.110304_b35) 2013; 7
Zekavati (10.1016/j.ress.2024.110304_b57) 2023; 37
Zeng (10.1016/j.ress.2024.110304_b62) 2021; 91
Winkler (10.1016/j.ress.2024.110304_b16) 2010; 95
Tian (10.1016/j.ress.2024.110304_b34) 2023; 48
North American Electric Reliability Corporation (10.1016/j.ress.2024.110304_b8) 2018
Dempsey (10.1016/j.ress.2024.110304_b5) 1996; 48
Wikipedia (10.1016/j.ress.2024.110304_b56) 2023
Castillo (10.1016/j.ress.2024.110304_b1) 2014; 107
Alminhana (10.1016/j.ress.2024.110304_b13) 2018; 158
Panteli (10.1016/j.ress.2024.110304_b53) 2017
Tian (10.1016/j.ress.2024.110304_b31) 2019; 156
Zerva (10.1016/j.ress.2024.110304_b48) 2016
Dobson (10.1016/j.ress.2024.110304_b24) 2007; 17
Cheng (10.1016/j.ress.2024.110304_b26) 2022; 38
Ouyang (10.1016/j.ress.2024.110304_b18) 2014; 48
Porter (10.1016/j.ress.2024.110304_b60) 2020; vol. 65
Han (10.1016/j.ress.2024.110304_b15) 2009; 94
10.1016/j.ress.2024.110304_b59
Gjorgiev (10.1016/j.ress.2024.110304_b21) 2022; 217
Alminhana (10.1016/j.ress.2024.110304_b14) 2023; 284
Wells (10.1016/j.ress.2024.110304_b7) 2019
Javanbakht (10.1016/j.ress.2024.110304_b17) 2014; 116
Savory (10.1016/j.ress.2024.110304_b6) 2001; 23
Tian (10.1016/j.ress.2024.110304_b36) 2017; 20
Cavalieri (10.1016/j.ress.2024.110304_b23) 2014; 29
Pan (10.1016/j.ress.2024.110304_b33) 2020; 167
Shinozuka (10.1016/j.ress.2024.110304_b43) 1972; 25
McClure (10.1016/j.ress.2024.110304_b11) 1987; 26
Jafari (10.1016/j.ress.2024.110304_b46) 2020; 214
10.1016/j.ress.2024.110304_b22
Yeo (10.1016/j.ress.2024.110304_b47) 2014; 140
Gong (10.1016/j.ress.2024.110304_b32) 2020; 27
Fenton (10.1016/j.ress.2024.110304_b52) 2011; 26
Mühlhofer (10.1016/j.ress.2024.110304_b27) 2023; 234
Peabody (10.1016/j.ress.2024.110304_b10) 2002
Jacobs (10.1016/j.ress.2024.110304_b4) 2013
Park (10.1016/j.ress.2024.110304_b29) 2015; 20
Zeng (10.1016/j.ress.2024.110304_b61) 2020; 87
Teoh (10.1016/j.ress.2024.110304_b40) 2019; 197
Ghannoum (10.1016/j.ress.2024.110304_b9) 1981; PAS-100
KEMA (10.1016/j.ress.2024.110304_b51) 2012
Ma (10.1016/j.ress.2024.110304_b39) 2021; 217
Zhang (10.1016/j.ress.2024.110304_b58) 2022; 38
References_xml – volume: 158
  start-page: 9
  year: 2017
  end-page: 20
  ident: b19
  article-title: Estimation of rare event probabilities in power transmission networks subject to cascading failures
  publication-title: Reliab Eng Syst Saf
– year: 2021
  ident: b55
  article-title: Hurricane updates: New orleans without power as Hurricane Ida Batters louisiana (published 2021)
– volume: 147
  start-page: 154
  year: 2015
  end-page: 163
  ident: b44
  article-title: Simulation of wind velocities on long span structures: A novel stochastic wave based model
  publication-title: J Wind Eng Ind Aerodyn
– volume: vol. 65
  start-page: 35
  year: 2020
  ident: b60
  publication-title: Estimating the benefits of climate resilient buildings and core public infrastructure
– year: 2017
  ident: b53
  article-title: Power system resilience to extreme weather: fragility modelling, probabilistic impact assessment and adaption measures
  publication-title: IEEE Trans Power Syst
– volume: 37
  year: 2023
  ident: b57
  article-title: Regional multihazard risk-assessment method for overhead transmission line structures based on failure rate and a Bayesian updating scheme
  publication-title: J Perform Construct Facil
– volume: 95
  start-page: 323
  year: 2010
  end-page: 336
  ident: b16
  article-title: Performance assessment of topologically diverse power systems subjected to hurricane events
  publication-title: Reliab Eng Syst Saf
– volume: 38
  start-page: 411
  year: 2022
  end-page: 432
  ident: b58
  article-title: A stochastic programming approach to enhance the resilience of infrastructure under weather-related risk
  publication-title: Comput-Aided Civ Infrastruct Eng
– year: 2018
  ident: b8
  article-title: Hurricane Harvey event analysis report
– volume: 107
  start-page: 9
  year: 2014
  end-page: 15
  ident: b1
  article-title: Risk analysis and management in power outage and restoration: A literature survey
  publication-title: Electr Power Syst Res
– volume: 27
  start-page: 626
  year: 2020
  end-page: 638
  ident: b32
  article-title: Earthquake failure mode and collapse fragility of a 1000 kv outgoing line frame considering interactions in the Tower Line System
  publication-title: Structures
– volume: 17
  year: 2007
  ident: b24
  article-title: Complex systems analysis of series of blackouts: Cascading failure, critical points, and self-organization
  publication-title: Chaos
– volume: 156
  start-page: 266
  year: 2019
  end-page: 275
  ident: b31
  article-title: Probabilistic seismic demand model and fragility analysis of transmission tower subjected to near-field ground motions
  publication-title: J Constr Steel Res
– volume: 58
  start-page: 1
  year: 2016
  end-page: 10
  ident: b37
  article-title: Fragility analysis and estimation of collapse status for transmission tower subjected to wind and rain loads
  publication-title: Struct Saf
– volume: 214
  year: 2020
  ident: b46
  article-title: Wind-induced response characteristics of a yawed and inclined cable in ABL wind: Experimental- and numerical-model based study
  publication-title: Eng Struct
– volume: 146
  year: 2020
  ident: b45
  article-title: Analytical approach to characterize tornado-induced loads on lattice structures
  publication-title: J Struct Eng
– volume: 44
  start-page: 191
  year: 1991
  end-page: 204
  ident: b42
  article-title: Simulation of stochastic processes by spectral representation
  publication-title: Appl Mech Rev
– volume: 20
  start-page: 2499
  year: 2015
  end-page: 2505
  ident: b29
  article-title: Seismic performance evaluation of high voltage transmission towers in South Korea
  publication-title: KSCE J Civ Eng
– reference: Zhang N, Alipour A. A multi-step assessment framework for optimization of flood mitigation strategies in transportation networks. Int. J. Disaster Risk Reduct. 63:102439.
– volume: 234
  year: 2023
  ident: b27
  article-title: A generalized natural hazard risk modelling framework for Infrastructure Failure Cascades
  publication-title: Reliab Eng Syst Saf
– volume: 48
  start-page: 32
  year: 1996
  end-page: 42
  ident: b5
  article-title: Winds wreak havoc on lines
  publication-title: Transm Distrib World
– volume: 91
  year: 2021
  ident: b62
  article-title: Tropical cyclone damage assessment of distributed infrastructure systems under spatially correlated wind speed
  publication-title: Struct Saf
– volume: 191
  year: 2019
  ident: b28
  article-title: Evaluating component importance and reliability of power transmission networks subject to windstorms: Methodology and application to the Nordic grid
  publication-title: Reliab Eng Syst Saf
– year: 2016
  ident: b48
  article-title: Spatial variation of seismic ground motions: Modeling and Engineering Applications
– volume: 87
  start-page: 183
  year: 2015
  end-page: 197
  ident: b50
  article-title: Simulation and analysis of intervention costs due to wind-induced damage on tall buildings
  publication-title: Eng Struct
– volume: PAS-100
  start-page: 3506
  year: 1981
  end-page: 3512
  ident: b9
  article-title: A rational approach to structural design of transmission line
  publication-title: IEEE Trans Power Appar Syst
– volume: 236
  year: 2023
  ident: b41
  article-title: A moment-matching method for fragility analysis of transmission towers under straight line winds
  publication-title: Reliab Eng Syst Saf
– volume: 23
  start-page: 365
  year: 2001
  end-page: 375
  ident: b6
  article-title: Modelling of tornado and microburst-induced wind loading and failure of a lattice transmission tower
  publication-title: Eng Struct
– volume: 7
  start-page: 164
  year: 2013
  end-page: 169
  ident: b35
  article-title: Progressive collapse analysis of power transmission tower under earthquake excitation
  publication-title: Open Civ Eng J
– volume: 48
  start-page: 15
  year: 2014
  end-page: 24
  ident: b18
  article-title: Multi-dimensional hurricane resilience assessment of electric power systems
  publication-title: Struct Saf
– volume: 26
  start-page: 41
  year: 1987
  end-page: 56
  ident: b11
  article-title: Mathematical modeling of the transient response of electric transmission lines due to conductor breakage
  publication-title: Comput Struct
– year: 2019
  ident: b7
  article-title: Helicopters replace massive transmission lines toppled by hurricane michael
– volume: 116
  start-page: 408
  year: 2014
  end-page: 418
  ident: b17
  article-title: A risk-averse security-constrained optimal power flow for a power grid subject to hurricanes
  publication-title: Electr Power Syst Res
– year: 2002
  ident: b10
  article-title: Longitudinal design loads - A historical perspective
  publication-title: Electr Transm New Age
– volume: 87
  year: 2020
  ident: b61
  article-title: Modelling correlated damage of spatially distributed building portfolios under scenario tropical cyclones
  publication-title: Struct Saf
– year: 2022
  ident: b49
  article-title: Transmission cost estimation guide
– year: 2012
  ident: b51
  article-title: Connecticut siting council investigation into the life-cycle costs of electric transmission lines
– volume: 121
  start-page: 43
  year: 2014
  end-page: 60
  ident: b2
  article-title: Review on modeling and simulation of interdependent critical infrastructure systems
  publication-title: Reliab Eng Syst Saf
– reference: Baldick R, et al. Initial review of methods for cascading failure analysis in electric power transmission systems. In: 2008 IEEE power and energy society general meeting. 2008, p. 1–8.
– volume: 29
  start-page: 590
  year: 2014
  end-page: 607
  ident: b23
  article-title: Models for seismic vulnerability analysis of power networks: comparative assessment
  publication-title: Comput Aided Civ Infrastruct Eng
– volume: 140
  year: 2014
  ident: b47
  article-title: Estimation of hurricane wind speed probabilities: Application to New York City and other coastal locations
  publication-title: J Struct Eng
– volume: 48
  start-page: 1018
  year: 2023
  end-page: 1028
  ident: b34
  article-title: Collapse failure analysis and fragility analysis of a transmission tower-line system subjected to the multidimensional ground motion of different input directions
  publication-title: Structures
– volume: 229
  year: 2023
  ident: b38
  article-title: Wind-induced failure analysis of a transmission tower-line system with long-term measured data and orientation effect
  publication-title: Reliab Eng Syst Saf
– volume: 158
  start-page: 164
  year: 2018
  end-page: 174
  ident: b13
  article-title: A compact nonlinear dynamic analysis technique for Transmission Line Cascades
  publication-title: Eng Struct
– volume: 94
  start-page: 199
  year: 2009
  end-page: 210
  ident: b15
  article-title: Estimating the spatial distribution of power outages during hurricanes in the Gulf Coast Region
  publication-title: Reliab Eng
– volume: 217
  year: 2022
  ident: b21
  article-title: Identifying and assessing power system vulnerabilities to transmission asset outages via cascading failure analysis
  publication-title: Reliab Eng Syst Saf
– volume: 31
  start-page: 4887
  year: 2016
  end-page: 4900
  ident: b25
  article-title: Benchmarking and validation of cascading failure analysis tools
  publication-title: IEEE Trans Power Syst
– volume: 203
  year: 2020
  ident: b12
  article-title: Impact of transmission tower-line interaction to the bulk power system during hurricane
  publication-title: Reliab Eng Syst Saf
– volume: 26
  start-page: 596
  year: 2011
  end-page: 606
  ident: b52
  article-title: Reliability-based transmission line design
  publication-title: IEEE Trans Power Deliv
– volume: 38
  start-page: 1734
  year: 2022
  end-page: 1760
  ident: b26
  article-title: Investment planning for earthquake-resilient electric power systems considering cascading outages
  publication-title: Earthq Spectra
– volume: 20
  start-page: 1920
  year: 2017
  end-page: 1932
  ident: b36
  article-title: Progressive collapse analysis of long-span transmission tower-line system under multi-component seismic excitations
  publication-title: Adv Struct Eng
– volume: 197
  year: 2019
  ident: b40
  article-title: Probabilistic performance assessment of power distribution infrastructure under wind events
  publication-title: Eng Struct
– volume: 25
  start-page: 111
  year: 1972
  end-page: 128
  ident: b43
  article-title: Digital simulation of random processes and its applications
  publication-title: J Sound Vib
– volume: 284
  year: 2023
  ident: b14
  article-title: Transmission line failure propagation under extreme wind scenarios: Extratropical cyclones
  publication-title: Eng Struct
– volume: 167
  year: 2020
  ident: b33
  article-title: Sensitivities of the seismic response and fragility estimate of a transmission tower to structural and ground motion uncertainties
  publication-title: J Constr Steel Res
– year: 2023
  ident: b54
  article-title: 5 major benefits of drone power line inspections
– year: 2021
  ident: b3
  article-title: Impact of extreme weather on North American transmission system outages
  publication-title: IEEE Power Energy Soc Gen Meet
– year: 2023
  ident: b56
  article-title: Harmonic number
– volume: 217
  year: 2021
  ident: b39
  article-title: Framework for probabilistic simulation of power transmission network performance under hurricanes
  publication-title: Reliab Eng Syst Saf
– year: 2013
  ident: b4
  article-title: 13 Of the largest power outages in history - and what they tell us about the 2003 northeast blackout
– volume: 194
  year: 2022
  ident: b30
  article-title: Seismic fragility assessment of a transmission tower considering mainshock-aftershock sequences
  publication-title: J Constr Steel Res
– volume: 36
  start-page: 1095
  year: 2021
  end-page: 1106
  ident: b20
  article-title: Bayesian estimates of transmission line outage rates that consider line dependencies
  publication-title: IEEE Trans Power Syst
– volume: 236
  year: 2023
  ident: 10.1016/j.ress.2024.110304_b41
  article-title: A moment-matching method for fragility analysis of transmission towers under straight line winds
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109241
– volume: 147
  start-page: 154
  year: 2015
  ident: 10.1016/j.ress.2024.110304_b44
  article-title: Simulation of wind velocities on long span structures: A novel stochastic wave based model
  publication-title: J Wind Eng Ind Aerodyn
  doi: 10.1016/j.jweia.2015.10.004
– volume: 20
  start-page: 2499
  issue: 6
  year: 2015
  ident: 10.1016/j.ress.2024.110304_b29
  article-title: Seismic performance evaluation of high voltage transmission towers in South Korea
  publication-title: KSCE J Civ Eng
  doi: 10.1007/s12205-015-0723-3
– volume: 20
  start-page: 1920
  issue: 12
  year: 2017
  ident: 10.1016/j.ress.2024.110304_b36
  article-title: Progressive collapse analysis of long-span transmission tower-line system under multi-component seismic excitations
  publication-title: Adv Struct Eng
  doi: 10.1177/1369433217700426
– volume: 7
  start-page: 164
  issue: 1
  year: 2013
  ident: 10.1016/j.ress.2024.110304_b35
  article-title: Progressive collapse analysis of power transmission tower under earthquake excitation
  publication-title: Open Civ Eng J
  doi: 10.2174/1874149501307010164
– volume: 26
  start-page: 41
  issue: 1–2
  year: 1987
  ident: 10.1016/j.ress.2024.110304_b11
  article-title: Mathematical modeling of the transient response of electric transmission lines due to conductor breakage
  publication-title: Comput Struct
  doi: 10.1016/0045-7949(87)90235-5
– year: 2021
  ident: 10.1016/j.ress.2024.110304_b55
– volume: PAS-100
  start-page: 3506
  issue: 7
  year: 1981
  ident: 10.1016/j.ress.2024.110304_b9
  article-title: A rational approach to structural design of transmission line
  publication-title: IEEE Trans Power Appar Syst
  doi: 10.1109/TPAS.1981.316694
– volume: 48
  start-page: 15
  year: 2014
  ident: 10.1016/j.ress.2024.110304_b18
  article-title: Multi-dimensional hurricane resilience assessment of electric power systems
  publication-title: Struct Saf
  doi: 10.1016/j.strusafe.2014.01.001
– volume: 217
  year: 2021
  ident: 10.1016/j.ress.2024.110304_b39
  article-title: Framework for probabilistic simulation of power transmission network performance under hurricanes
  publication-title: Reliab Eng Syst Saf
– year: 2022
  ident: 10.1016/j.ress.2024.110304_b49
– ident: 10.1016/j.ress.2024.110304_b59
  doi: 10.1016/j.ijdrr.2021.102439
– volume: 95
  start-page: 323
  issue: 4
  year: 2010
  ident: 10.1016/j.ress.2024.110304_b16
  article-title: Performance assessment of topologically diverse power systems subjected to hurricane events
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2009.11.002
– volume: 87
  year: 2020
  ident: 10.1016/j.ress.2024.110304_b61
  article-title: Modelling correlated damage of spatially distributed building portfolios under scenario tropical cyclones
  publication-title: Struct Saf
  doi: 10.1016/j.strusafe.2020.101978
– volume: 158
  start-page: 164
  year: 2018
  ident: 10.1016/j.ress.2024.110304_b13
  article-title: A compact nonlinear dynamic analysis technique for Transmission Line Cascades
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2017.12.039
– volume: 116
  start-page: 408
  year: 2014
  ident: 10.1016/j.ress.2024.110304_b17
  article-title: A risk-averse security-constrained optimal power flow for a power grid subject to hurricanes
  publication-title: Electr Power Syst Res
  doi: 10.1016/j.epsr.2014.07.018
– ident: 10.1016/j.ress.2024.110304_b22
  doi: 10.1109/PES.2008.4596430
– volume: 58
  start-page: 1
  year: 2016
  ident: 10.1016/j.ress.2024.110304_b37
  article-title: Fragility analysis and estimation of collapse status for transmission tower subjected to wind and rain loads
  publication-title: Struct Saf
  doi: 10.1016/j.strusafe.2015.08.002
– year: 2017
  ident: 10.1016/j.ress.2024.110304_b53
  article-title: Power system resilience to extreme weather: fragility modelling, probabilistic impact assessment and adaption measures
  publication-title: IEEE Trans Power Syst
  doi: 10.1109/TPWRS.2016.2641463
– volume: 94
  start-page: 199
  issue: 2
  year: 2009
  ident: 10.1016/j.ress.2024.110304_b15
  article-title: Estimating the spatial distribution of power outages during hurricanes in the Gulf Coast Region
  publication-title: Reliab Eng
  doi: 10.1016/j.ress.2008.02.018
– volume: 146
  issue: 6
  year: 2020
  ident: 10.1016/j.ress.2024.110304_b45
  article-title: Analytical approach to characterize tornado-induced loads on lattice structures
  publication-title: J Struct Eng
  doi: 10.1061/(ASCE)ST.1943-541X.0002660
– volume: 194
  year: 2022
  ident: 10.1016/j.ress.2024.110304_b30
  article-title: Seismic fragility assessment of a transmission tower considering mainshock-aftershock sequences
  publication-title: J Constr Steel Res
  doi: 10.1016/j.jcsr.2022.107344
– volume: 44
  start-page: 191
  issue: 4
  year: 1991
  ident: 10.1016/j.ress.2024.110304_b42
  article-title: Simulation of stochastic processes by spectral representation
  publication-title: Appl Mech Rev
  doi: 10.1115/1.3119501
– year: 2019
  ident: 10.1016/j.ress.2024.110304_b7
– volume: 203
  year: 2020
  ident: 10.1016/j.ress.2024.110304_b12
  article-title: Impact of transmission tower-line interaction to the bulk power system during hurricane
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2020.107079
– volume: 156
  start-page: 266
  year: 2019
  ident: 10.1016/j.ress.2024.110304_b31
  article-title: Probabilistic seismic demand model and fragility analysis of transmission tower subjected to near-field ground motions
  publication-title: J Constr Steel Res
  doi: 10.1016/j.jcsr.2019.02.011
– volume: 48
  start-page: 32
  year: 1996
  ident: 10.1016/j.ress.2024.110304_b5
  article-title: Winds wreak havoc on lines
  publication-title: Transm Distrib World
– year: 2016
  ident: 10.1016/j.ress.2024.110304_b48
– volume: 17
  issue: 2
  year: 2007
  ident: 10.1016/j.ress.2024.110304_b24
  article-title: Complex systems analysis of series of blackouts: Cascading failure, critical points, and self-organization
  publication-title: Chaos
  doi: 10.1063/1.2737822
– volume: 48
  start-page: 1018
  year: 2023
  ident: 10.1016/j.ress.2024.110304_b34
  article-title: Collapse failure analysis and fragility analysis of a transmission tower-line system subjected to the multidimensional ground motion of different input directions
  publication-title: Structures
  doi: 10.1016/j.istruc.2023.01.042
– volume: 140
  issue: 6
  year: 2014
  ident: 10.1016/j.ress.2024.110304_b47
  article-title: Estimation of hurricane wind speed probabilities: Application to New York City and other coastal locations
  publication-title: J Struct Eng
  doi: 10.1061/(ASCE)ST.1943-541X.0000892
– year: 2002
  ident: 10.1016/j.ress.2024.110304_b10
  article-title: Longitudinal design loads - A historical perspective
  publication-title: Electr Transm New Age
  doi: 10.1061/40642(253)4
– volume: 158
  start-page: 9
  year: 2017
  ident: 10.1016/j.ress.2024.110304_b19
  article-title: Estimation of rare event probabilities in power transmission networks subject to cascading failures
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2016.09.009
– volume: 229
  year: 2023
  ident: 10.1016/j.ress.2024.110304_b38
  article-title: Wind-induced failure analysis of a transmission tower-line system with long-term measured data and orientation effect
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2022.108875
– volume: 26
  start-page: 596
  issue: 2
  year: 2011
  ident: 10.1016/j.ress.2024.110304_b52
  article-title: Reliability-based transmission line design
  publication-title: IEEE Trans Power Deliv
  doi: 10.1109/TPWRD.2009.2036625
– year: 2012
  ident: 10.1016/j.ress.2024.110304_b51
– year: 2023
  ident: 10.1016/j.ress.2024.110304_b56
– volume: 38
  start-page: 411
  issue: 4
  year: 2022
  ident: 10.1016/j.ress.2024.110304_b58
  article-title: A stochastic programming approach to enhance the resilience of infrastructure under weather-related risk
  publication-title: Comput-Aided Civ Infrastruct Eng
  doi: 10.1111/mice.12843
– volume: 36
  start-page: 1095
  issue: 2
  year: 2021
  ident: 10.1016/j.ress.2024.110304_b20
  article-title: Bayesian estimates of transmission line outage rates that consider line dependencies
  publication-title: IEEE Trans Power Syst
  doi: 10.1109/TPWRS.2020.3012840
– volume: 284
  year: 2023
  ident: 10.1016/j.ress.2024.110304_b14
  article-title: Transmission line failure propagation under extreme wind scenarios: Extratropical cyclones
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2023.115942
– volume: 234
  year: 2023
  ident: 10.1016/j.ress.2024.110304_b27
  article-title: A generalized natural hazard risk modelling framework for Infrastructure Failure Cascades
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109194
– volume: 197
  year: 2019
  ident: 10.1016/j.ress.2024.110304_b40
  article-title: Probabilistic performance assessment of power distribution infrastructure under wind events
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2019.05.041
– volume: 191
  year: 2019
  ident: 10.1016/j.ress.2024.110304_b28
  article-title: Evaluating component importance and reliability of power transmission networks subject to windstorms: Methodology and application to the Nordic grid
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2019.106517
– volume: 38
  start-page: 1734
  issue: 3
  year: 2022
  ident: 10.1016/j.ress.2024.110304_b26
  article-title: Investment planning for earthquake-resilient electric power systems considering cascading outages
  publication-title: Earthq Spectra
  doi: 10.1177/87552930221076870
– volume: 214
  year: 2020
  ident: 10.1016/j.ress.2024.110304_b46
  article-title: Wind-induced response characteristics of a yawed and inclined cable in ABL wind: Experimental- and numerical-model based study
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2020.110681
– volume: 23
  start-page: 365
  issue: 4
  year: 2001
  ident: 10.1016/j.ress.2024.110304_b6
  article-title: Modelling of tornado and microburst-induced wind loading and failure of a lattice transmission tower
  publication-title: Eng Struct
  doi: 10.1016/S0141-0296(00)00045-6
– year: 2023
  ident: 10.1016/j.ress.2024.110304_b54
– volume: vol. 65
  start-page: 35
  year: 2020
  ident: 10.1016/j.ress.2024.110304_b60
– year: 2018
  ident: 10.1016/j.ress.2024.110304_b8
– volume: 167
  year: 2020
  ident: 10.1016/j.ress.2024.110304_b33
  article-title: Sensitivities of the seismic response and fragility estimate of a transmission tower to structural and ground motion uncertainties
  publication-title: J Constr Steel Res
  doi: 10.1016/j.jcsr.2020.105941
– volume: 31
  start-page: 4887
  issue: 6
  year: 2016
  ident: 10.1016/j.ress.2024.110304_b25
  article-title: Benchmarking and validation of cascading failure analysis tools
  publication-title: IEEE Trans Power Syst
  doi: 10.1109/TPWRS.2016.2518660
– volume: 217
  year: 2022
  ident: 10.1016/j.ress.2024.110304_b21
  article-title: Identifying and assessing power system vulnerabilities to transmission asset outages via cascading failure analysis
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2021.108085
– volume: 121
  start-page: 43
  year: 2014
  ident: 10.1016/j.ress.2024.110304_b2
  article-title: Review on modeling and simulation of interdependent critical infrastructure systems
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2013.06.040
– volume: 87
  start-page: 183
  year: 2015
  ident: 10.1016/j.ress.2024.110304_b50
  article-title: Simulation and analysis of intervention costs due to wind-induced damage on tall buildings
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2015.01.001
– year: 2021
  ident: 10.1016/j.ress.2024.110304_b3
  article-title: Impact of extreme weather on North American transmission system outages
  publication-title: IEEE Power Energy Soc Gen Meet
– volume: 27
  start-page: 626
  year: 2020
  ident: 10.1016/j.ress.2024.110304_b32
  article-title: Earthquake failure mode and collapse fragility of a 1000 kv outgoing line frame considering interactions in the Tower Line System
  publication-title: Structures
  doi: 10.1016/j.istruc.2020.06.018
– volume: 25
  start-page: 111
  issue: 1
  year: 1972
  ident: 10.1016/j.ress.2024.110304_b43
  article-title: Digital simulation of random processes and its applications
  publication-title: J Sound Vib
  doi: 10.1016/0022-460X(72)90600-1
– year: 2013
  ident: 10.1016/j.ress.2024.110304_b4
– volume: 29
  start-page: 590
  issue: 8
  year: 2014
  ident: 10.1016/j.ress.2024.110304_b23
  article-title: Models for seismic vulnerability analysis of power networks: comparative assessment
  publication-title: Comput Aided Civ Infrastruct Eng
  doi: 10.1111/mice.12064
– volume: 91
  year: 2021
  ident: 10.1016/j.ress.2024.110304_b62
  article-title: Tropical cyclone damage assessment of distributed infrastructure systems under spatially correlated wind speed
  publication-title: Struct Saf
  doi: 10.1016/j.strusafe.2021.102080
– volume: 37
  issue: 1
  year: 2023
  ident: 10.1016/j.ress.2024.110304_b57
  article-title: Regional multihazard risk-assessment method for overhead transmission line structures based on failure rate and a Bayesian updating scheme
  publication-title: J Perform Construct Facil
  doi: 10.1061/(ASCE)CF.1943-5509.0001777
– volume: 107
  start-page: 9
  year: 2014
  ident: 10.1016/j.ress.2024.110304_b1
  article-title: Risk analysis and management in power outage and restoration: A literature survey
  publication-title: Electr Power Syst Res
  doi: 10.1016/j.epsr.2013.09.002
SSID ssj0004957
Score 2.4816928
Snippet The bulk electricity that powers our society flows along high voltage transmission lines that are conducting cables hung with insulators from a series of...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 110304
SubjectTerms Cascading failure risk
Probability
Resilience engineering
Structural failure
Transmission tower
Wind
Title Cascading structural failures of towers in an electric power transmission line due to straight line winds
URI https://dx.doi.org/10.1016/j.ress.2024.110304
Volume 250
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSwMxEB76uOhBfGJ9lBy8ybb7yGY3x1IsVbEXLfS2JNkEVmRbaMWbv91Mk2pF6MHjhp0QZrLzWL6ZD-BGUi2YdYlBZiu1gJpEB5xmWaC4pGVock4NdiM_Tdh4Sh9m6awBw00vDMIqve93Pn3trf1K32uzv6iq_jMmBznSf1McosJoE9pxwlnagvbg_nE8-WmP5G7gJzLKo4DvnXEwLyxqe7gJAuITz9f2Jz5txZzRIRz4ZJEM3HmOoKHrY9jfGiF4AtVQLNUaB0_cKFgco0GMqBBuviRzQxwPGqlqImriWG8qRRa4SlYYqayl8ZcZwYSTlO_aSuBeAst2t_hhC_flKUxHdy_DceDpEwKVhOEqMBqpdWRa2gJYhbFgKlbUKM64YqmwgTyTXGquZSrjLDKliDIRU2PrDRmymLLkDFr1vNbnQLJQ8NR--jJmmual4jTJpYhMHCmZWG_ZgWijtEL52eJ4zrdiAyJ7LVDRBSq6cIruwO23zMJN1tj5drqxRfHrfhTW9e-Qu_in3CXs4ZOD7V1By1pQX9v0YyW70Ox9Rl1_yb4AyPXaTA
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwELZKGYAB8RTl6YENpc3DseMRVVQF2i60UjfLdmwpCKWVWsTGb8dXJ1CE1IHVyVnW2bm7L_p8H0K3ihhJXUgMmENqAbGJCThhLNBckTy0GScWbiMPR7Q_IU_TdNpA3fouDNAqq9jvY_oqWlcjncqbnXlRdF6gOMhA_ptAExVKttA2SRMGvL725w_PwyEAVuvJw-vVzRlP8gJI24YpgA6fVGptf7LTWsbpHaD9qlTE9341h6hhyiO0t9ZA8BgVXbnQKxY89o1goYkGtrIAsvkCzyz2Kmi4KLEssde8KTSewyheQp5y-ww_zDCUmzh_N84C5pIA2v3gh4PtixM06T2Mu_2gEk8IdBKGy8AaENZRae7grw5jSXWsidWcck1T6dI4U1wZblSqYhbZXEZMxsQ6tKFCGhOanKJmOSvNGcIslDx1H76KqSFZrjlJMiUjG0daJS5WtlBUO03oqrM4rPNN1BSyVwGOFuBo4R3dQnffNnPfV2Pj22m9F-LX6RAu8G-wO_-n3Q3a6Y-HAzF4HD1foF144gl8l6jpdtNcuUJkqa5XB-0Lnv_bFw
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=Cascading+structural+failures+of+towers+in+an+electric+power+transmission+line+due+to+straight+line+winds&rft.jtitle=Reliability+engineering+%26+system+safety&rft.au=Dikshit%2C+Saransh&rft.au=Dobson%2C+Ian&rft.au=Alipour%2C+Alice&rft.date=2024-10-01&rft.issn=0951-8320&rft.volume=250&rft.spage=110304&rft_id=info:doi/10.1016%2Fj.ress.2024.110304&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_ress_2024_110304
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0951-8320&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0951-8320&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0951-8320&client=summon