{"id":"https://openalex.org/W4352981301","doi":"https://doi.org/10.1109/iscmi56532.2022.10068436","title":"Pipeline Leakage Detection and Characterisation with Adaptive Surrogate Modelling Using Particle Swarm Optimisation","display_name":"Pipeline Leakage Detection and Characterisation with Adaptive Surrogate Modelling Using Particle Swarm Optimisation","publication_year":2022,"publication_date":"2022-11-26","ids":{"openalex":"https://openalex.org/W4352981301","doi":"https://doi.org/10.1109/iscmi56532.2022.10068436"},"language":"en","primary_location":{"id":"doi:10.1109/iscmi56532.2022.10068436","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscmi56532.2022.10068436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Soft Computing & Machine Intelligence (ISCMI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Pipeline_Leakage_Detection_and_Characterisation_with_Adaptive_Surrogate_Modelling_using_Particle_Swarm_Optimisation/21618330","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072912076","display_name":"Mutiu Adesina Adegboye","orcid":"https://orcid.org/0000-0003-3053-986X"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mutiu Adesina Adegboye","raw_affiliation_strings":["School of Engineering, Robert Gordon University,Aberdeen,United Kingdom","School of Engineering, Robert Gordon University, Aberdeen, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Robert Gordon University,Aberdeen,United Kingdom","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"School of Engineering, Robert Gordon University, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047644992","display_name":"Aditya Karnik","orcid":"https://orcid.org/0000-0002-5165-1140"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aditya Karnik","raw_affiliation_strings":["School of Engineering, Robert Gordon University,Aberdeen,United Kingdom","School of Engineering, Robert Gordon University, Aberdeen, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Robert Gordon University,Aberdeen,United Kingdom","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"School of Engineering, Robert Gordon University, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045524435","display_name":"Wai-keung Fung","orcid":"https://orcid.org/0000-0002-3367-1711"},"institutions":[{"id":"https://openalex.org/I8408910","display_name":"Cardiff Metropolitan University","ror":"https://ror.org/00bqvf857","country_code":"GB","type":"education","lineage":["https://openalex.org/I8408910"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wai-Keung Fung","raw_affiliation_strings":["Cardiff School of Technologies, Cardiff Metropolitan University,Cardiff,United Kingdom","Cardiff School of Technologies, Cardiff Metropolitan University, Cardiff, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Cardiff School of Technologies, Cardiff Metropolitan University,Cardiff,United Kingdom","institution_ids":["https://openalex.org/I8408910"]},{"raw_affiliation_string":"Cardiff School of Technologies, Cardiff Metropolitan University, Cardiff, United Kingdom","institution_ids":["https://openalex.org/I8408910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081384185","display_name":"Radhakrishna Prabhu","orcid":"https://orcid.org/0000-0003-0642-8342"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Radhakrishna Prabhu","raw_affiliation_strings":["School of Engineering, Robert Gordon University,Aberdeen,United Kingdom","School of Engineering, Robert Gordon University, Aberdeen, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Robert Gordon University,Aberdeen,United Kingdom","institution_ids":["https://openalex.org/I522815984"]},{"raw_affiliation_string":"School of Engineering, Robert Gordon University, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I522815984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072912076"],"corresponding_institution_ids":["https://openalex.org/I522815984"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18915329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"129","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7131780385971069},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6656481027603149},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.541399359703064},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5236853361129761},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5162106156349182},{"id":"https://openalex.org/keywords/leak","display_name":"Leak","score":0.4851394593715668},{"id":"https://openalex.org/keywords/leakage","display_name":"Leakage (economics)","score":0.46749651432037354},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4486355185508728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42059075832366943},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41094350814819336},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3400474190711975},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26404303312301636}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7131780385971069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6656481027603149},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.541399359703064},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5236853361129761},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5162106156349182},{"id":"https://openalex.org/C2780378346","wikidata":"https://www.wikidata.org/wiki/Q1349983","display_name":"Leak","level":2,"score":0.4851394593715668},{"id":"https://openalex.org/C2777042071","wikidata":"https://www.wikidata.org/wiki/Q6509304","display_name":"Leakage (economics)","level":2,"score":0.46749651432037354},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4486355185508728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42059075832366943},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41094350814819336},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3400474190711975},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26404303312301636},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iscmi56532.2022.10068436","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscmi56532.2022.10068436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Soft Computing & Machine Intelligence (ISCMI)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/21618330","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Pipeline_Leakage_Detection_and_Characterisation_with_Adaptive_Surrogate_Modelling_using_Particle_Swarm_Optimisation/21618330","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:rgu-repository.worktribe.com:1920449","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1920449","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/21618330","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Pipeline_Leakage_Detection_and_Characterisation_with_Adaptive_Surrogate_Modelling_using_Particle_Swarm_Optimisation/21618330","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7248999983","display_name":null,"funder_award_id":"PTDF/ED/PHD/AMM/1385/18","funder_id":"https://openalex.org/F4320335413","funder_display_name":"Petroleum Technology Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335413","display_name":"Petroleum Technology Development Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W925690405","https://openalex.org/W1598012845","https://openalex.org/W2082992023","https://openalex.org/W2092087040","https://openalex.org/W2156327047","https://openalex.org/W2162516466","https://openalex.org/W2164487011","https://openalex.org/W2165299997","https://openalex.org/W2179559404","https://openalex.org/W2555459216","https://openalex.org/W2561115530","https://openalex.org/W2610192944","https://openalex.org/W2883176199","https://openalex.org/W2944758627","https://openalex.org/W2965534368","https://openalex.org/W2980488542","https://openalex.org/W2987673025","https://openalex.org/W3016991904","https://openalex.org/W3025140473","https://openalex.org/W3028199655","https://openalex.org/W3041543574","https://openalex.org/W3106112785","https://openalex.org/W3112341709","https://openalex.org/W3172246671","https://openalex.org/W3179783897","https://openalex.org/W6766556068"],"related_works":["https://openalex.org/W4213010826","https://openalex.org/W2152530389","https://openalex.org/W2352249079","https://openalex.org/W1483026830","https://openalex.org/W2160063767","https://openalex.org/W3106007860","https://openalex.org/W1974953792","https://openalex.org/W2372021191","https://openalex.org/W2389958289","https://openalex.org/W2046566837"],"abstract_inverted_index":{"Pipelines":[0],"are":[1,24],"often":[2],"subject":[3],"to":[4,7,17,105,134,149],"leakage":[5,152],"due":[6],"ageing,":[8],"corrosion,":[9],"and":[10,13,77,115,130,154,164,189],"weld":[11],"defects,":[12],"it":[14],"is":[15,69,74,147,175],"difficult":[16],"avoid":[18],"as":[19],"the":[20,30,33,38,83,107,123,160,167,177],"sources":[21],"of":[22,32,41,46,62,126,172],"leakages":[23],"diverse.":[25],"Several":[26],"studies":[27,48],"have":[28],"demonstrated":[29],"applicability":[31],"machine":[34,108],"learning":[35,109],"model":[36,67,121,131,141],"for":[37,56,66,139,181,194],"timely":[39],"prediction":[40,132,184],"pipeline":[42,151,182],"leakage.":[43,169],"However,":[44],"most":[45],"these":[47],"rely":[49],"on":[50],"a":[51,87,112,191],"large":[52],"training":[53,57,68,127,187],"data":[54,65,73,89,128,137],"set":[55],"accurate":[58],"models.":[59],"The":[60,119,144,156,170],"cost":[61],"collecting":[63],"experimental":[64],"huge,":[70],"while":[71],"simulation":[72],"computationally":[75],"expensive":[76],"time-consuming.":[78],"To":[79],"tackle":[80],"this":[81,173],"problem,":[82],"present":[84],"study":[85,174],"proposes":[86],"novel":[88],"sampling":[90],"optimisation":[91,97],"method,":[92],"named":[93],"adaptive":[94,199],"particle":[95],"swarm":[96],"(PSO)":[98],"assisted":[99],"surrogate":[100,200],"model,":[101],"which":[102],"was":[103],"used":[104],"train":[106],"models":[110],"with":[111,185],"limited":[113,186],"dataset":[114],"achieved":[116],"good":[117],"accuracy.":[118,143],"proposed":[120,145],"incorporates":[122],"population":[124],"density":[125],"samples":[129,138,188],"fitness":[133],"determine":[135],"new":[136],"improved":[140],"fitting":[142],"method":[146],"applied":[148],"3-D":[150],"detection":[153],"characterisation.":[155],"result":[157],"shows":[158],"that":[159],"predicted":[161],"leak":[162,183],"sizes":[163],"location":[165],"match":[166],"actual":[168],"significance":[171],"two-fold:":[176],"practical":[178],"application":[179],"allows":[180],"provides":[190],"general":[192],"framework":[193],"computational":[195],"efficiency":[196],"improvement":[197],"using":[198],"modelling":[201],"in":[202],"various":[203],"real-life":[204],"applications.":[205]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}