{"id":"https://openalex.org/W4409498243","doi":"https://doi.org/10.5006/c2023-18910","title":"Incorporating Monte Carlo Analysis into a State-of-the-Art Corrosion Prediction System","display_name":"Incorporating Monte Carlo Analysis into a State-of-the-Art Corrosion Prediction System","publication_year":2023,"publication_date":"2023-03-19","ids":{"openalex":"https://openalex.org/W4409498243","doi":"https://doi.org/10.5006/c2023-18910"},"language":"en","primary_location":{"id":"doi:10.5006/c2023-18910","doi":"https://doi.org/10.5006/c2023-18910","is_oa":false,"landing_page_url":"https://doi.org/10.5006/c2023-18910","pdf_url":null,"source":{"id":"https://openalex.org/S4210193392","display_name":"IEEE Lasers and Electro-Optics Society Annual Meeting (LEOS)","issn_l":"1092-8081","issn":["1092-8081","2766-1733"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CONFERENCE 2023","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117173989","display_name":"Andrew Simm","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Simm","raw_affiliation_strings":["Wood plc, No 1 Booths Park, Chelford Road, Knutsford, Cheshire WA16 8QZ, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wood plc, No 1 Booths Park, Chelford Road, Knutsford, Cheshire WA16 8QZ, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Daniel Thomas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Thomas","raw_affiliation_strings":["Wood plc, No 1 Booths Park, Chelford Road, Knutsford, Cheshire WA16 8QZ, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wood plc, No 1 Booths Park, Chelford Road, Knutsford, Cheshire WA16 8QZ, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113773104","display_name":"David Gareth John","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gareth John","raw_affiliation_strings":["Intertek Production & Integrity Assurance, Manchester Technology Centre, Units 12 to 15, Longwood Rd, Manchester M17 1PZ, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intertek Production & Integrity Assurance, Manchester Technology Centre, Units 12 to 15, Longwood Rd, Manchester M17 1PZ, United Kingdom","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113624841","display_name":"Steve Hodges","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steve Hodges","raw_affiliation_strings":["Intertek Production & Integrity Assurance, Manchester Technology Centre, Units 12 to 15, Longwood Rd, Manchester M17 1PZ, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intertek Production & Integrity Assurance, Manchester Technology Centre, Units 12 to 15, Longwood Rd, Manchester M17 1PZ, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46420727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9731000065803528,"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"}},"topics":[{"id":"https://openalex.org/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9731000065803528,"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/T10310","display_name":"Corrosion Behavior and Inhibition","score":0.021299999207258224,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/corrosion-prediction","display_name":"corrosion prediction","score":0.8009999990463257},{"id":"https://openalex.org/keywords/monte-carlo-simulation","display_name":"Monte Carlo simulation","score":0.9470000267028809},{"id":"https://openalex.org/keywords/corrosion-rate","display_name":"corrosion rate","score":0.5759999752044678},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.7049999833106995},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.8140000104904175},{"id":"https://openalex.org/keywords/oil-and-gas-pipelines","display_name":"oil and gas pipelines","score":0.7929999828338623},{"id":"https://openalex.org/keywords/downhole-corrosion","display_name":"downhole corrosion","score":0.9300000071525574},{"id":"https://openalex.org/keywords/piping-systems","display_name":"piping systems","score":0.5239999890327454},{"id":"https://openalex.org/keywords/prediction-error","display_name":"prediction error","score":0.578000009059906}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7609151601791382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5604647994041443},{"id":"https://openalex.org/C20625102","wikidata":"https://www.wikidata.org/wiki/Q137056","display_name":"Corrosion","level":2,"score":0.49283647537231445},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4368343651294708},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2597508132457733},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17805275321006775},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.15805286169052124},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1431039273738861},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10538247227668762}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5006/c2023-18910","doi":"https://doi.org/10.5006/c2023-18910","is_oa":false,"landing_page_url":"https://doi.org/10.5006/c2023-18910","pdf_url":null,"source":{"id":"https://openalex.org/S4210193392","display_name":"IEEE Lasers and Electro-Optics Society Annual Meeting (LEOS)","issn_l":"1092-8081","issn":["1092-8081","2766-1733"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CONFERENCE 2023","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W69458833","https://openalex.org/W111510228","https://openalex.org/W164437786","https://openalex.org/W1985176662","https://openalex.org/W2182793554","https://openalex.org/W2793129321","https://openalex.org/W4409532025","https://openalex.org/W4409532558","https://openalex.org/W4409540778","https://openalex.org/W6878564233"],"related_works":["https://openalex.org/W4312798044","https://openalex.org/W4416354342","https://openalex.org/W7217124559","https://openalex.org/W4389372874","https://openalex.org/W2417099922","https://openalex.org/W2351193153","https://openalex.org/W4252737603","https://openalex.org/W4409500598","https://openalex.org/W4409501421","https://openalex.org/W7017341255"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"development":[2],"of":[3,36,39,48,51,96,109,219,262],"corrosion":[4,65,137,156,190,222],"prediction":[5,40,223],"software":[6,224],"systems":[7,41],"over":[8],"the":[9,34,37,46,68,134,153,165,174,187,202,220,228,252,258,263,268],"years":[10],"has":[11,73,240],"concentrated":[12],"on":[13,45],"scalar":[14,167],"analysis,":[15],"that":[16,77,89,152],"is,":[17],"using":[18,54],"fixed":[19,86],"input":[20,82,172],"values":[21],"to":[22,60,102,139,173,201,209,235,243,270],"develop":[23,61],"a":[24,49,55,94,107,162,212],"single":[25],"output":[26,269],"parameter":[27],"(corrosion":[28],"rate).":[29],"This":[30,248],"is":[31,147,193],"consistent":[32],"with":[33,164,199],"origins":[35],"majority":[38],"which":[42],"are":[43,84,112,178],"based":[44],"results":[47,265],"series":[50,108],"laboratory":[52],"tests":[53],"standard":[56],"changing":[57],"variable":[58,105],"approach":[59,255],"an":[62,141,171],"algorithm":[63,91],"providing":[64],"rate":[66,157,191],"from":[67],"varying":[69,135],"inputs.":[70],"However,":[71],"it":[72],"also":[74,88],"been":[75,241],"recognised":[76],"in":[78,119,227],"real":[79],"life":[80],"situations,":[81],"parameters":[83],"not":[85,194],"and":[87,215,238,266],"any":[90],"will":[92,250],"have":[93],"degree":[95],"uncertainty":[97,146],"(prediction":[98],"error).":[99],"In":[100,185,207],"order":[101,208],"account":[103],"for":[104],"conditions,":[106],"sensitivity":[110,273],"calculations":[111],"often":[113],"carried":[114],"out,":[115],"covering":[116],"expected":[117,142,155],"changes":[118],"(for":[120],"example),":[121],"flow":[122],"rates,":[123],"operating":[124,143],"temperatures":[125],"&":[126,204,230],"pressures,":[127],"process":[128],"chemistry":[129],"variations,":[130],"etc.":[131],"Then":[132],"taking":[133],"predicted":[136,166,189],"rates":[138],"provide":[140,210],"range.":[144],"Modelling":[145],"normally":[148],"handled":[149],"by":[150],"considering":[151],"actual":[154],"can":[158,181],"be":[159,182],"described":[160],"as":[161,170],"distribution,":[163],"value":[168],"taken":[169],"distribution.":[175],"Both":[176],"approaches":[177],"valid":[179],"but":[180],"time":[183],"consuming.":[184],"particular,":[186],"resulting":[188],"range":[192],"necessarily":[195],"well":[196],"defined":[197],"(especially":[198],"respect":[200,234],"minimum":[203],"maximum":[205],"values).":[206],"both":[211],"more":[213,271],"efficient":[214],"rigorous":[216],"approach,":[217],"one":[218],"leading":[221],"packages":[225],"used":[226],"oil":[229],"gas":[231],"industry":[232],"(with":[233],"downhole,":[236],"pipelines":[237],"pipework)":[239],"expanded":[242],"include":[244],"Monte":[245,253],"Carlo":[246,254],"analysis.":[247],"paper":[249],"describe":[251],"adopted,":[256],"consider":[257],"practical":[259],"(engineering)":[260],"implication":[261],"distribution":[264],"compare":[267],"traditional":[272],"approaches.":[274]},"counts_by_year":[],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2025-04-17T00:00:00"}