Size, shape and layout optimization of mono-mast guyed transmission line towers View Full Text


Ontology type: schema:ScholarlyArticle     


Article Info

DATE

2022-07-07

AUTHORS

Gabriel Padilha Alves, Alexandre Deichmann, Leandro Fleck Fadel Miguel, Rafael Holdorf Lopez, Victor Vieira Belafonte Barros

ABSTRACT

Guyed lattice transmission line towers (TLTs) have been often used in transmission lines (TL) because they are light and easily adapted to flat terrains. Even so, a comprehensive literature review reveals that optimization studies on guyed structures are still incipient, with the few reported works emphasizing telecommunication masts. Unlike the latter, guyed TLTs must withstand asymmetric longitudinal loads scenarios originating from the conductors’ cables and ground wires, generating important torsion effects. Then, significant errors appear when equivalent linear models are adopted due to the nonuniform stayed cables’ loosening. Furthermore, it also leads to a much harder convergence of the nonlinear structural solution. Thus, this paper presents a novel approach for the simultaneous size, shape, and layout optimization of mono-mast guyed TLTs. The proposed framework integrates a proper layout optimization scheme for handling the staggered bracing configuration (typically found in lattice masts), an adaptive control strategy in both predictor and corrector stages to efficiently solve the nonlinear solution, and a parallel computing procedure. In addition to the tower size/shape/layout, the diameter and slope of the stayed cables are also taken as design variables. The optimization is performed using the Backtracking Search Algorithm (BSA) due to its flexibility to deal with discrete or mixed (discrete-continuous) variables present in the problem. The numerical procedure is assessed in two real-world guyed TLTs, and the final results reached saving costs up to 8.16% when compared to its original design. More... »

PAGES

201

References to SciGraph publications

  • 2017. Overhead Lines in NONE
  • 2020-03-11. Layout optimization of simplified trusses using mixed integer linear programming with runtime generation of constraints in STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
  • 2022-03-11. Layout optimization of transmission line family structures in JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING
  • 1981. Strategies for Tracing the Nonlinear Response Near Limit Points in NONLINEAR FINITE ELEMENT ANALYSIS IN STRUCTURAL MECHANICS
  • 1997. Topology Optimization of Discrete Structures in TOPOLOGY OPTIMIZATION IN STRUCTURAL MECHANICS
  • 2020-05-07. Computer software for analysis and design optimization of power transmission structures by simulated annealing and sensitivity analysis in ENGINEERING WITH COMPUTERS
  • 2010-08-24. Structural topology optimization of high-voltage transmission tower with discrete variables in STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s00158-022-03296-9

    DOI

    http://dx.doi.org/10.1007/s00158-022-03296-9

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1149271453


    Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
    Incoming Citations Browse incoming citations for this publication using opencitations.net

    JSON-LD is the canonical representation for SciGraph data.

    TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

    [
      {
        "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
        "about": [
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/01", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Mathematical Sciences", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0103", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Numerical and Computational Mathematics", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil", 
              "id": "http://www.grid.ac/institutes/grid.411237.2", 
              "name": [
                "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Alves", 
            "givenName": "Gabriel Padilha", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil", 
              "id": "http://www.grid.ac/institutes/grid.411237.2", 
              "name": [
                "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Deichmann", 
            "givenName": "Alexandre", 
            "id": "sg:person.07615643660.40", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07615643660.40"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil", 
              "id": "http://www.grid.ac/institutes/grid.411237.2", 
              "name": [
                "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Fadel Miguel", 
            "givenName": "Leandro Fleck", 
            "id": "sg:person.012014535341.56", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012014535341.56"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil", 
              "id": "http://www.grid.ac/institutes/grid.411237.2", 
              "name": [
                "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Lopez", 
            "givenName": "Rafael Holdorf", 
            "id": "sg:person.016271732311.78", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016271732311.78"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil", 
              "id": "http://www.grid.ac/institutes/grid.411237.2", 
              "name": [
                "Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua Jo\u00e3o Pio Duarte, Florian\u00f3polis, SC, Brazil"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Barros", 
            "givenName": "Victor Vieira Belafonte", 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "sg:pub.10.1007/978-3-642-81589-8_5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040845044", 
              "https://doi.org/10.1007/978-3-642-81589-8_5"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00366-020-01022-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1127416935", 
              "https://doi.org/10.1007/s00366-020-01022-x"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00158-010-0561-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047753387", 
              "https://doi.org/10.1007/s00158-010-0561-3"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-319-31747-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037397139", 
              "https://doi.org/10.1007/978-3-319-31747-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-7091-2566-3_2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034988218", 
              "https://doi.org/10.1007/978-3-7091-2566-3_2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s00158-019-02449-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1125558752", 
              "https://doi.org/10.1007/s00158-019-02449-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s40430-022-03381-6", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1146216259", 
              "https://doi.org/10.1007/s40430-022-03381-6"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2022-07-07", 
        "datePublishedReg": "2022-07-07", 
        "description": "Guyed lattice transmission line towers (TLTs) have been often used in transmission lines (TL) because they are light and easily adapted to flat terrains. Even so, a comprehensive literature review reveals that optimization studies on guyed structures are still incipient, with the few reported works emphasizing telecommunication masts. Unlike the latter, guyed TLTs must withstand asymmetric longitudinal loads scenarios originating from the conductors\u2019 cables and ground wires, generating important torsion effects. Then, significant errors appear when equivalent linear models are adopted due to the nonuniform stayed cables\u2019 loosening. Furthermore, it also leads to a much harder convergence of the nonlinear structural solution. Thus, this paper presents a novel approach for the simultaneous size, shape, and layout optimization of mono-mast guyed TLTs. The proposed framework integrates a proper layout optimization scheme for handling the staggered bracing configuration (typically found in lattice masts), an adaptive control strategy in both predictor and corrector stages to efficiently solve the nonlinear solution, and a parallel computing procedure. In addition to the tower size/shape/layout, the diameter and slope of the stayed cables are also taken as design variables. The optimization is performed using the Backtracking Search Algorithm (BSA) due to its flexibility to deal with discrete or mixed (discrete-continuous) variables present in the problem. The numerical procedure is assessed in two real-world guyed TLTs, and the final results reached saving costs up to 8.16% when compared to its original design.", 
        "genre": "article", 
        "id": "sg:pub.10.1007/s00158-022-03296-9", 
        "isAccessibleForFree": false, 
        "isPartOf": [
          {
            "id": "sg:journal.1050630", 
            "issn": [
              "1615-147X", 
              "1615-1488"
            ], 
            "name": "Structural and Multidisciplinary Optimization", 
            "publisher": "Springer Nature", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "7", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "65"
          }
        ], 
        "keywords": [
          "Backtracking Search Algorithm", 
          "equivalent linear model", 
          "adaptive control strategy", 
          "nonlinear solutions", 
          "parallel computing procedure", 
          "mixed variables", 
          "corrector stage", 
          "optimization scheme", 
          "design variables", 
          "numerical procedure", 
          "computing procedures", 
          "transmission lines", 
          "search algorithm", 
          "torsion effect", 
          "linear model", 
          "conductor cables", 
          "transmission line towers", 
          "telecommunication masts", 
          "optimization", 
          "simultaneous size", 
          "optimization study", 
          "significant errors", 
          "control strategy", 
          "cable", 
          "line towers", 
          "solution", 
          "convergence", 
          "final results", 
          "flat terrain", 
          "load scenarios", 
          "nonuniform", 
          "ground wire", 
          "scheme", 
          "variables", 
          "algorithm", 
          "problem", 
          "shape", 
          "error", 
          "novel approach", 
          "original design", 
          "model", 
          "structural solutions", 
          "framework", 
          "configuration", 
          "procedure", 
          "approach", 
          "wire", 
          "size", 
          "scenarios", 
          "tower", 
          "structure", 
          "layout", 
          "flexibility", 
          "design", 
          "mast", 
          "work", 
          "bracing configurations", 
          "results", 
          "terrain", 
          "cost", 
          "lines", 
          "slope", 
          "effect", 
          "addition", 
          "strategies", 
          "diameter", 
          "stage", 
          "study", 
          "comprehensive literature review", 
          "predictors", 
          "review", 
          "literature review", 
          "loosening", 
          "paper", 
          "hard convergence"
        ], 
        "name": "Size, shape and layout optimization of mono-mast guyed transmission line towers", 
        "pagination": "201", 
        "productId": [
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1149271453"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1007/s00158-022-03296-9"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1007/s00158-022-03296-9", 
          "https://app.dimensions.ai/details/publication/pub.1149271453"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2022-12-01T06:43", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-springernature-scigraph/baseset/20221201/entities/gbq_results/article/article_923.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "https://doi.org/10.1007/s00158-022-03296-9"
      }
    ]
     

    Download the RDF metadata as:  json-ld nt turtle xml License info

    HOW TO GET THIS DATA PROGRAMMATICALLY:

    JSON-LD is a popular format for linked data which is fully compatible with JSON.

    curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/s00158-022-03296-9'

    N-Triples is a line-based linked data format ideal for batch operations.

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/s00158-022-03296-9'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/s00158-022-03296-9'

    RDF/XML is a standard XML format for linked data.

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/s00158-022-03296-9'


     

    This table displays all metadata directly associated to this object as RDF triples.

    186 TRIPLES      21 PREDICATES      106 URIs      91 LITERALS      6 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1007/s00158-022-03296-9 schema:about anzsrc-for:01
    2 anzsrc-for:0103
    3 schema:author Ne0b1512bad634cd4a48e00712506d59f
    4 schema:citation sg:pub.10.1007/978-3-319-31747-2
    5 sg:pub.10.1007/978-3-642-81589-8_5
    6 sg:pub.10.1007/978-3-7091-2566-3_2
    7 sg:pub.10.1007/s00158-010-0561-3
    8 sg:pub.10.1007/s00158-019-02449-7
    9 sg:pub.10.1007/s00366-020-01022-x
    10 sg:pub.10.1007/s40430-022-03381-6
    11 schema:datePublished 2022-07-07
    12 schema:datePublishedReg 2022-07-07
    13 schema:description Guyed lattice transmission line towers (TLTs) have been often used in transmission lines (TL) because they are light and easily adapted to flat terrains. Even so, a comprehensive literature review reveals that optimization studies on guyed structures are still incipient, with the few reported works emphasizing telecommunication masts. Unlike the latter, guyed TLTs must withstand asymmetric longitudinal loads scenarios originating from the conductors’ cables and ground wires, generating important torsion effects. Then, significant errors appear when equivalent linear models are adopted due to the nonuniform stayed cables’ loosening. Furthermore, it also leads to a much harder convergence of the nonlinear structural solution. Thus, this paper presents a novel approach for the simultaneous size, shape, and layout optimization of mono-mast guyed TLTs. The proposed framework integrates a proper layout optimization scheme for handling the staggered bracing configuration (typically found in lattice masts), an adaptive control strategy in both predictor and corrector stages to efficiently solve the nonlinear solution, and a parallel computing procedure. In addition to the tower size/shape/layout, the diameter and slope of the stayed cables are also taken as design variables. The optimization is performed using the Backtracking Search Algorithm (BSA) due to its flexibility to deal with discrete or mixed (discrete-continuous) variables present in the problem. The numerical procedure is assessed in two real-world guyed TLTs, and the final results reached saving costs up to 8.16% when compared to its original design.
    14 schema:genre article
    15 schema:isAccessibleForFree false
    16 schema:isPartOf N64f0f27e322d434d9f2ed96afbf5a0c0
    17 Nccaded0ccb674e65890c60e570646e63
    18 sg:journal.1050630
    19 schema:keywords Backtracking Search Algorithm
    20 adaptive control strategy
    21 addition
    22 algorithm
    23 approach
    24 bracing configurations
    25 cable
    26 comprehensive literature review
    27 computing procedures
    28 conductor cables
    29 configuration
    30 control strategy
    31 convergence
    32 corrector stage
    33 cost
    34 design
    35 design variables
    36 diameter
    37 effect
    38 equivalent linear model
    39 error
    40 final results
    41 flat terrain
    42 flexibility
    43 framework
    44 ground wire
    45 hard convergence
    46 layout
    47 line towers
    48 linear model
    49 lines
    50 literature review
    51 load scenarios
    52 loosening
    53 mast
    54 mixed variables
    55 model
    56 nonlinear solutions
    57 nonuniform
    58 novel approach
    59 numerical procedure
    60 optimization
    61 optimization scheme
    62 optimization study
    63 original design
    64 paper
    65 parallel computing procedure
    66 predictors
    67 problem
    68 procedure
    69 results
    70 review
    71 scenarios
    72 scheme
    73 search algorithm
    74 shape
    75 significant errors
    76 simultaneous size
    77 size
    78 slope
    79 solution
    80 stage
    81 strategies
    82 structural solutions
    83 structure
    84 study
    85 telecommunication masts
    86 terrain
    87 torsion effect
    88 tower
    89 transmission line towers
    90 transmission lines
    91 variables
    92 wire
    93 work
    94 schema:name Size, shape and layout optimization of mono-mast guyed transmission line towers
    95 schema:pagination 201
    96 schema:productId N0d1e52e313e0428cbc88e17f07240ea1
    97 Ne75d23f599ce44979d7fff5082d760ed
    98 schema:sameAs https://app.dimensions.ai/details/publication/pub.1149271453
    99 https://doi.org/10.1007/s00158-022-03296-9
    100 schema:sdDatePublished 2022-12-01T06:43
    101 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    102 schema:sdPublisher N8b3dc7694b1d47439178b7be4b3ca202
    103 schema:url https://doi.org/10.1007/s00158-022-03296-9
    104 sgo:license sg:explorer/license/
    105 sgo:sdDataset articles
    106 rdf:type schema:ScholarlyArticle
    107 N0d1e52e313e0428cbc88e17f07240ea1 schema:name doi
    108 schema:value 10.1007/s00158-022-03296-9
    109 rdf:type schema:PropertyValue
    110 N2d41bbf081cf4b5aa97c5fd473060e37 rdf:first sg:person.07615643660.40
    111 rdf:rest N352559b545b340528fd4e3aad6d9e57e
    112 N352559b545b340528fd4e3aad6d9e57e rdf:first sg:person.012014535341.56
    113 rdf:rest Na807816a5b8d4339bb539fdfce95161d
    114 N44a85162f820419d93c491f926ffccde schema:affiliation grid-institutes:grid.411237.2
    115 schema:familyName Alves
    116 schema:givenName Gabriel Padilha
    117 rdf:type schema:Person
    118 N63a2b9d7efb64974829c3d89f7643fba rdf:first Nc27af51c7eff45d29e88a5c73fbc12d2
    119 rdf:rest rdf:nil
    120 N64f0f27e322d434d9f2ed96afbf5a0c0 schema:issueNumber 7
    121 rdf:type schema:PublicationIssue
    122 N8b3dc7694b1d47439178b7be4b3ca202 schema:name Springer Nature - SN SciGraph project
    123 rdf:type schema:Organization
    124 Na807816a5b8d4339bb539fdfce95161d rdf:first sg:person.016271732311.78
    125 rdf:rest N63a2b9d7efb64974829c3d89f7643fba
    126 Nc27af51c7eff45d29e88a5c73fbc12d2 schema:affiliation grid-institutes:grid.411237.2
    127 schema:familyName Barros
    128 schema:givenName Victor Vieira Belafonte
    129 rdf:type schema:Person
    130 Nccaded0ccb674e65890c60e570646e63 schema:volumeNumber 65
    131 rdf:type schema:PublicationVolume
    132 Ne0b1512bad634cd4a48e00712506d59f rdf:first N44a85162f820419d93c491f926ffccde
    133 rdf:rest N2d41bbf081cf4b5aa97c5fd473060e37
    134 Ne75d23f599ce44979d7fff5082d760ed schema:name dimensions_id
    135 schema:value pub.1149271453
    136 rdf:type schema:PropertyValue
    137 anzsrc-for:01 schema:inDefinedTermSet anzsrc-for:
    138 schema:name Mathematical Sciences
    139 rdf:type schema:DefinedTerm
    140 anzsrc-for:0103 schema:inDefinedTermSet anzsrc-for:
    141 schema:name Numerical and Computational Mathematics
    142 rdf:type schema:DefinedTerm
    143 sg:journal.1050630 schema:issn 1615-147X
    144 1615-1488
    145 schema:name Structural and Multidisciplinary Optimization
    146 schema:publisher Springer Nature
    147 rdf:type schema:Periodical
    148 sg:person.012014535341.56 schema:affiliation grid-institutes:grid.411237.2
    149 schema:familyName Fadel Miguel
    150 schema:givenName Leandro Fleck
    151 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.012014535341.56
    152 rdf:type schema:Person
    153 sg:person.016271732311.78 schema:affiliation grid-institutes:grid.411237.2
    154 schema:familyName Lopez
    155 schema:givenName Rafael Holdorf
    156 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016271732311.78
    157 rdf:type schema:Person
    158 sg:person.07615643660.40 schema:affiliation grid-institutes:grid.411237.2
    159 schema:familyName Deichmann
    160 schema:givenName Alexandre
    161 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.07615643660.40
    162 rdf:type schema:Person
    163 sg:pub.10.1007/978-3-319-31747-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037397139
    164 https://doi.org/10.1007/978-3-319-31747-2
    165 rdf:type schema:CreativeWork
    166 sg:pub.10.1007/978-3-642-81589-8_5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040845044
    167 https://doi.org/10.1007/978-3-642-81589-8_5
    168 rdf:type schema:CreativeWork
    169 sg:pub.10.1007/978-3-7091-2566-3_2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034988218
    170 https://doi.org/10.1007/978-3-7091-2566-3_2
    171 rdf:type schema:CreativeWork
    172 sg:pub.10.1007/s00158-010-0561-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047753387
    173 https://doi.org/10.1007/s00158-010-0561-3
    174 rdf:type schema:CreativeWork
    175 sg:pub.10.1007/s00158-019-02449-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1125558752
    176 https://doi.org/10.1007/s00158-019-02449-7
    177 rdf:type schema:CreativeWork
    178 sg:pub.10.1007/s00366-020-01022-x schema:sameAs https://app.dimensions.ai/details/publication/pub.1127416935
    179 https://doi.org/10.1007/s00366-020-01022-x
    180 rdf:type schema:CreativeWork
    181 sg:pub.10.1007/s40430-022-03381-6 schema:sameAs https://app.dimensions.ai/details/publication/pub.1146216259
    182 https://doi.org/10.1007/s40430-022-03381-6
    183 rdf:type schema:CreativeWork
    184 grid-institutes:grid.411237.2 schema:alternateName Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua João Pio Duarte, Florianópolis, SC, Brazil
    185 schema:name Center for Optimization and Reliability (CORE), Department of Civil Engineering, Federal University of Santa Catarina, Rua João Pio Duarte, Florianópolis, SC, Brazil
    186 rdf:type schema:Organization
     




    Preview window. Press ESC to close (or click here)


    ...