Process Plant Layout Optimization: Equipment Allocation View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2018

AUTHORS

Gleb Belov , Tobias Czauderna , Maria Garcia de la Banda , Matthias Klapperstueck , Ilankaikone Senthooran , Mitch Smith , Michael Wybrow , Mark Wallace

ABSTRACT

Designing the layout of a chemical plant is a complex and important task. Its main objective is to find a most economical spatial arrangement of the equipment and associated pipes that satisfies construction, operation, maintenance and safety constraints. The problem is so complex it is still solved manually, taking multiple engineers many months (or even years) to complete. This paper provides (a) the most comprehensive model ever reported in the literature for spatially arranging the equipment, and (b) a Large Neighbourhood Search framework that enables complete solvers explore much larger neighbourhoods than previous approaches to this problem. The two contributions are part of a system being developed in collaboration with Woodside Energy Ltd. for arranging their Liquefied Natural Gas plants. The results are indeed so promising that Woodside are actively exploring its commercialisation. More... »

PAGES

473-489

References to SciGraph publications

  • 2016. Improved Linearization of Constraint Programming Models in PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING
  • 2016. Constraint Programming Approach for Spatial Packaging Problem in INTEGRATION OF AI AND OR TECHNIQUES IN CONSTRAINT PROGRAMMING
  • 2007. MiniZinc: Towards a Standard CP Modelling Language in PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING – CP 2007
  • 2017. An Optimization Model for 3D Pipe Routing with Flexibility Constraints in PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING
  • 2007-03. Global Constraint Catalogue: Past, Present and Future in CONSTRAINTS
  • 1998. Using Constraint Programming and Local Search Methods to Solve Vehicle Routing Problems in PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING — CP98
  • Book

    TITLE

    Principles and Practice of Constraint Programming

    ISBN

    978-3-319-98333-2
    978-3-319-98334-9

    Author Affiliations

    From Grant

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-319-98334-9_31

    DOI

    http://dx.doi.org/10.1007/978-3-319-98334-9_31

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1106286383


    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/2008/0806", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Information Systems", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/08", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Information and Computing Sciences", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "Monash University", 
              "id": "https://www.grid.ac/institutes/grid.1002.3", 
              "name": [
                "Monash University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Belov", 
            "givenName": "Gleb", 
            "id": "sg:person.013217675444.38", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013217675444.38"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Monash University", 
              "id": "https://www.grid.ac/institutes/grid.1002.3", 
              "name": [
                "Monash University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Czauderna", 
            "givenName": "Tobias", 
            "id": "sg:person.01367464513.01", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01367464513.01"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Monash University", 
              "id": "https://www.grid.ac/institutes/grid.1002.3", 
              "name": [
                "Monash University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "de la Banda", 
            "givenName": "Maria Garcia", 
            "id": "sg:person.016350443307.93", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016350443307.93"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Monash University", 
              "id": "https://www.grid.ac/institutes/grid.1002.3", 
              "name": [
                "Monash University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Klapperstueck", 
            "givenName": "Matthias", 
            "id": "sg:person.015737605674.40", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015737605674.40"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Monash University", 
              "id": "https://www.grid.ac/institutes/grid.1002.3", 
              "name": [
                "Monash University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Senthooran", 
            "givenName": "Ilankaikone", 
            "id": "sg:person.013133416427.42", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013133416427.42"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "name": [
                "Woodside Energy Ltd"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Smith", 
            "givenName": "Mitch", 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Monash University", 
              "id": "https://www.grid.ac/institutes/grid.1002.3", 
              "name": [
                "Monash University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Wybrow", 
            "givenName": "Michael", 
            "id": "sg:person.01065010342.86", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01065010342.86"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Monash University", 
              "id": "https://www.grid.ac/institutes/grid.1002.3", 
              "name": [
                "Monash University"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Wallace", 
            "givenName": "Mark", 
            "id": "sg:person.016566542221.14", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016566542221.14"
            ], 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "sg:pub.10.1007/s10601-006-9010-8", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1004487181", 
              "https://doi.org/10.1007/s10601-006-9010-8"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s10601-006-9010-8", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1004487181", 
              "https://doi.org/10.1007/s10601-006-9010-8"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-540-74970-7_38", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007007409", 
              "https://doi.org/10.1007/978-3-540-74970-7_38"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-540-74970-7_38", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007007409", 
              "https://doi.org/10.1007/978-3-540-74970-7_38"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.compchemeng.2005.08.009", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012285891"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1080/00207549108930055", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016044503"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.cherd.2008.12.004", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025884545"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/3-540-49481-2_30", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030539804", 
              "https://doi.org/10.1007/3-540-49481-2_30"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-319-44953-1_4", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032966015", 
              "https://doi.org/10.1007/978-3-319-44953-1_4"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-319-33954-2_23", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1041649206", 
              "https://doi.org/10.1007/978-3-319-33954-2_23"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ie060843k", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055600294"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ie060843k", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055600294"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1287/ijoc.1060.0181", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064706597"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/978-3-319-66158-2_21", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1091293399", 
              "https://doi.org/10.1007/978-3-319-66158-2_21"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2018", 
        "datePublishedReg": "2018-01-01", 
        "description": "Designing the layout of a chemical plant is a complex and important task. Its main objective is to find a most economical spatial arrangement of the equipment and associated pipes that satisfies construction, operation, maintenance and safety constraints. The problem is so complex it is still solved manually, taking multiple engineers many months (or even years) to complete. This paper provides (a) the most comprehensive model ever reported in the literature for spatially arranging the equipment, and (b) a Large Neighbourhood Search framework that enables complete solvers explore much larger neighbourhoods than previous approaches to this problem. The two contributions are part of a system being developed in collaboration with Woodside Energy Ltd. for arranging their Liquefied Natural Gas plants. The results are indeed so promising that Woodside are actively exploring its commercialisation.", 
        "editor": [
          {
            "familyName": "Hooker", 
            "givenName": "John", 
            "type": "Person"
          }
        ], 
        "genre": "chapter", 
        "id": "sg:pub.10.1007/978-3-319-98334-9_31", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": false, 
        "isFundedItemOf": [
          {
            "id": "sg:grant.7074217", 
            "type": "MonetaryGrant"
          }
        ], 
        "isPartOf": {
          "isbn": [
            "978-3-319-98333-2", 
            "978-3-319-98334-9"
          ], 
          "name": "Principles and Practice of Constraint Programming", 
          "type": "Book"
        }, 
        "name": "Process Plant Layout Optimization: Equipment Allocation", 
        "pagination": "473-489", 
        "productId": [
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1007/978-3-319-98334-9_31"
            ]
          }, 
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "5a4ad3e4b6aafb35e38465ce97a1236f1c1531f5243662afd0048f3093158770"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1106286383"
            ]
          }
        ], 
        "publisher": {
          "location": "Cham", 
          "name": "Springer International Publishing", 
          "type": "Organisation"
        }, 
        "sameAs": [
          "https://doi.org/10.1007/978-3-319-98334-9_31", 
          "https://app.dimensions.ai/details/publication/pub.1106286383"
        ], 
        "sdDataset": "chapters", 
        "sdDatePublished": "2019-04-15T13:11", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8663_00000605.jsonl", 
        "type": "Chapter", 
        "url": "http://link.springer.com/10.1007/978-3-319-98334-9_31"
      }
    ]
     

    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.10.1007/978-3-319-98334-9_31'

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

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-98334-9_31'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-98334-9_31'

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

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/978-3-319-98334-9_31'


     

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

    156 TRIPLES      23 PREDICATES      38 URIs      20 LITERALS      8 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1007/978-3-319-98334-9_31 schema:about anzsrc-for:08
    2 anzsrc-for:0806
    3 schema:author N1a5a2695a1e94eb7919b5eec88b17ecd
    4 schema:citation sg:pub.10.1007/3-540-49481-2_30
    5 sg:pub.10.1007/978-3-319-33954-2_23
    6 sg:pub.10.1007/978-3-319-44953-1_4
    7 sg:pub.10.1007/978-3-319-66158-2_21
    8 sg:pub.10.1007/978-3-540-74970-7_38
    9 sg:pub.10.1007/s10601-006-9010-8
    10 https://doi.org/10.1016/j.cherd.2008.12.004
    11 https://doi.org/10.1016/j.compchemeng.2005.08.009
    12 https://doi.org/10.1021/ie060843k
    13 https://doi.org/10.1080/00207549108930055
    14 https://doi.org/10.1287/ijoc.1060.0181
    15 schema:datePublished 2018
    16 schema:datePublishedReg 2018-01-01
    17 schema:description Designing the layout of a chemical plant is a complex and important task. Its main objective is to find a most economical spatial arrangement of the equipment and associated pipes that satisfies construction, operation, maintenance and safety constraints. The problem is so complex it is still solved manually, taking multiple engineers many months (or even years) to complete. This paper provides (a) the most comprehensive model ever reported in the literature for spatially arranging the equipment, and (b) a Large Neighbourhood Search framework that enables complete solvers explore much larger neighbourhoods than previous approaches to this problem. The two contributions are part of a system being developed in collaboration with Woodside Energy Ltd. for arranging their Liquefied Natural Gas plants. The results are indeed so promising that Woodside are actively exploring its commercialisation.
    18 schema:editor N5cd472af2d494bf98a99304e20227dda
    19 schema:genre chapter
    20 schema:inLanguage en
    21 schema:isAccessibleForFree false
    22 schema:isPartOf N883d020aa7dd437299fefc5a50f0ab51
    23 schema:name Process Plant Layout Optimization: Equipment Allocation
    24 schema:pagination 473-489
    25 schema:productId Ne95ee294ed7c4f2d8f7b379d189ff259
    26 Nf8bd556006d04008b7260476f220776e
    27 Nfa848de3381e489e8ca1aeba0da401a1
    28 schema:publisher Ne788d6ead41d46689548c38265e5626a
    29 schema:sameAs https://app.dimensions.ai/details/publication/pub.1106286383
    30 https://doi.org/10.1007/978-3-319-98334-9_31
    31 schema:sdDatePublished 2019-04-15T13:11
    32 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    33 schema:sdPublisher Na24e8737c2634034baca0e1827e0e238
    34 schema:url http://link.springer.com/10.1007/978-3-319-98334-9_31
    35 sgo:license sg:explorer/license/
    36 sgo:sdDataset chapters
    37 rdf:type schema:Chapter
    38 N019b6e328f0d418aa38d198f79dbf4be schema:familyName Hooker
    39 schema:givenName John
    40 rdf:type schema:Person
    41 N042ebf3adc8b450184cb2b06b94f3bc0 rdf:first sg:person.016350443307.93
    42 rdf:rest Nf9b8ec7eb5e848a6bcbf32a88df141c9
    43 N1a5a2695a1e94eb7919b5eec88b17ecd rdf:first sg:person.013217675444.38
    44 rdf:rest Ne2ada976ef4f4ee2b2d38c878470a9c3
    45 N42ce81a4087744139ebcc04ec6a2b3b3 rdf:first sg:person.01065010342.86
    46 rdf:rest N84a3b1be15b04586864299eea42dd91d
    47 N44a6d1d09dac4aad96bde119e3ff3e9b schema:affiliation N71a1372843514f0d8f2be2401e27ab4e
    48 schema:familyName Smith
    49 schema:givenName Mitch
    50 rdf:type schema:Person
    51 N5cd472af2d494bf98a99304e20227dda rdf:first N019b6e328f0d418aa38d198f79dbf4be
    52 rdf:rest rdf:nil
    53 N71a1372843514f0d8f2be2401e27ab4e schema:name Woodside Energy Ltd
    54 rdf:type schema:Organization
    55 N84a3b1be15b04586864299eea42dd91d rdf:first sg:person.016566542221.14
    56 rdf:rest rdf:nil
    57 N87cf6c31d29a4c2ea24554ff96c3142c rdf:first N44a6d1d09dac4aad96bde119e3ff3e9b
    58 rdf:rest N42ce81a4087744139ebcc04ec6a2b3b3
    59 N883d020aa7dd437299fefc5a50f0ab51 schema:isbn 978-3-319-98333-2
    60 978-3-319-98334-9
    61 schema:name Principles and Practice of Constraint Programming
    62 rdf:type schema:Book
    63 N90b5d98e119f453491582b914f5071d5 rdf:first sg:person.013133416427.42
    64 rdf:rest N87cf6c31d29a4c2ea24554ff96c3142c
    65 Na24e8737c2634034baca0e1827e0e238 schema:name Springer Nature - SN SciGraph project
    66 rdf:type schema:Organization
    67 Ne2ada976ef4f4ee2b2d38c878470a9c3 rdf:first sg:person.01367464513.01
    68 rdf:rest N042ebf3adc8b450184cb2b06b94f3bc0
    69 Ne788d6ead41d46689548c38265e5626a schema:location Cham
    70 schema:name Springer International Publishing
    71 rdf:type schema:Organisation
    72 Ne95ee294ed7c4f2d8f7b379d189ff259 schema:name doi
    73 schema:value 10.1007/978-3-319-98334-9_31
    74 rdf:type schema:PropertyValue
    75 Nf8bd556006d04008b7260476f220776e schema:name readcube_id
    76 schema:value 5a4ad3e4b6aafb35e38465ce97a1236f1c1531f5243662afd0048f3093158770
    77 rdf:type schema:PropertyValue
    78 Nf9b8ec7eb5e848a6bcbf32a88df141c9 rdf:first sg:person.015737605674.40
    79 rdf:rest N90b5d98e119f453491582b914f5071d5
    80 Nfa848de3381e489e8ca1aeba0da401a1 schema:name dimensions_id
    81 schema:value pub.1106286383
    82 rdf:type schema:PropertyValue
    83 anzsrc-for:08 schema:inDefinedTermSet anzsrc-for:
    84 schema:name Information and Computing Sciences
    85 rdf:type schema:DefinedTerm
    86 anzsrc-for:0806 schema:inDefinedTermSet anzsrc-for:
    87 schema:name Information Systems
    88 rdf:type schema:DefinedTerm
    89 sg:grant.7074217 http://pending.schema.org/fundedItem sg:pub.10.1007/978-3-319-98334-9_31
    90 rdf:type schema:MonetaryGrant
    91 sg:person.01065010342.86 schema:affiliation https://www.grid.ac/institutes/grid.1002.3
    92 schema:familyName Wybrow
    93 schema:givenName Michael
    94 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01065010342.86
    95 rdf:type schema:Person
    96 sg:person.013133416427.42 schema:affiliation https://www.grid.ac/institutes/grid.1002.3
    97 schema:familyName Senthooran
    98 schema:givenName Ilankaikone
    99 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013133416427.42
    100 rdf:type schema:Person
    101 sg:person.013217675444.38 schema:affiliation https://www.grid.ac/institutes/grid.1002.3
    102 schema:familyName Belov
    103 schema:givenName Gleb
    104 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013217675444.38
    105 rdf:type schema:Person
    106 sg:person.01367464513.01 schema:affiliation https://www.grid.ac/institutes/grid.1002.3
    107 schema:familyName Czauderna
    108 schema:givenName Tobias
    109 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01367464513.01
    110 rdf:type schema:Person
    111 sg:person.015737605674.40 schema:affiliation https://www.grid.ac/institutes/grid.1002.3
    112 schema:familyName Klapperstueck
    113 schema:givenName Matthias
    114 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.015737605674.40
    115 rdf:type schema:Person
    116 sg:person.016350443307.93 schema:affiliation https://www.grid.ac/institutes/grid.1002.3
    117 schema:familyName de la Banda
    118 schema:givenName Maria Garcia
    119 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016350443307.93
    120 rdf:type schema:Person
    121 sg:person.016566542221.14 schema:affiliation https://www.grid.ac/institutes/grid.1002.3
    122 schema:familyName Wallace
    123 schema:givenName Mark
    124 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.016566542221.14
    125 rdf:type schema:Person
    126 sg:pub.10.1007/3-540-49481-2_30 schema:sameAs https://app.dimensions.ai/details/publication/pub.1030539804
    127 https://doi.org/10.1007/3-540-49481-2_30
    128 rdf:type schema:CreativeWork
    129 sg:pub.10.1007/978-3-319-33954-2_23 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041649206
    130 https://doi.org/10.1007/978-3-319-33954-2_23
    131 rdf:type schema:CreativeWork
    132 sg:pub.10.1007/978-3-319-44953-1_4 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032966015
    133 https://doi.org/10.1007/978-3-319-44953-1_4
    134 rdf:type schema:CreativeWork
    135 sg:pub.10.1007/978-3-319-66158-2_21 schema:sameAs https://app.dimensions.ai/details/publication/pub.1091293399
    136 https://doi.org/10.1007/978-3-319-66158-2_21
    137 rdf:type schema:CreativeWork
    138 sg:pub.10.1007/978-3-540-74970-7_38 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007007409
    139 https://doi.org/10.1007/978-3-540-74970-7_38
    140 rdf:type schema:CreativeWork
    141 sg:pub.10.1007/s10601-006-9010-8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004487181
    142 https://doi.org/10.1007/s10601-006-9010-8
    143 rdf:type schema:CreativeWork
    144 https://doi.org/10.1016/j.cherd.2008.12.004 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025884545
    145 rdf:type schema:CreativeWork
    146 https://doi.org/10.1016/j.compchemeng.2005.08.009 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012285891
    147 rdf:type schema:CreativeWork
    148 https://doi.org/10.1021/ie060843k schema:sameAs https://app.dimensions.ai/details/publication/pub.1055600294
    149 rdf:type schema:CreativeWork
    150 https://doi.org/10.1080/00207549108930055 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016044503
    151 rdf:type schema:CreativeWork
    152 https://doi.org/10.1287/ijoc.1060.0181 schema:sameAs https://app.dimensions.ai/details/publication/pub.1064706597
    153 rdf:type schema:CreativeWork
    154 https://www.grid.ac/institutes/grid.1002.3 schema:alternateName Monash University
    155 schema:name Monash University
    156 rdf:type schema:Organization
     




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


    ...