{"id":"https://openalex.org/W3217567950","doi":"https://doi.org/10.1016/j.jpse.2021.11.005","title":"Stochastic filter-based fatigue crack growth prediction for pipelines considering unknown model parameters and measurement uncertainty","display_name":"Stochastic filter-based fatigue crack growth prediction for pipelines considering unknown model parameters and measurement uncertainty","publication_year":2021,"publication_date":"2021-11-24","ids":{"openalex":"https://openalex.org/W3217567950","doi":"https://doi.org/10.1016/j.jpse.2021.11.005","mag":"3217567950"},"language":"en","primary_location":{"id":"doi:10.1016/j.jpse.2021.11.005","doi":"https://doi.org/10.1016/j.jpse.2021.11.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jpse.2021.11.005","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2667143321000755/pdf","source":{"id":"https://openalex.org/S4210223785","display_name":"Journal of Pipeline Science and Engineering","issn_l":"2667-1433","issn":["2667-1433"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320345","host_organization_name":"KeAi","host_organization_lineage":["https://openalex.org/P4310320345","https://openalex.org/P4310320990"],"host_organization_lineage_names":["KeAi","Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Pipeline Science and Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencedirect.com/science/article/pii/S2667143321000755/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014029084","display_name":"Durlabh Bartaula","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Durlabh Bartaula","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085137473","display_name":"Samer Adeeb","orcid":"https://orcid.org/0000-0003-3750-2963","observed_orcids":["https://orcid.org/0000-0003-3750-2963"]},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Samer Adeeb","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100355354","display_name":"Yong Li","orcid":"https://orcid.org/0000-0002-2664-0722","observed_orcids":["https://orcid.org/0000-0002-2664-0722"]},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yong Li","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100355354"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":{"value":0,"currency":"USD","value_usd":0},"apc_paid":null,"fwci":0.2245,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.3399234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"2","issue":"2","first_page":"100044","last_page":"100044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10396","display_name":"Fatigue and fracture mechanics","score":0.6948000192642212,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10396","display_name":"Fatigue and fracture mechanics","score":0.6948000192642212,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.25760000944137573,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.017000000923871994,"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/fatigue-crack-growth-prediction","display_name":"fatigue crack growth prediction","score":0.9539999961853027},{"id":"https://openalex.org/keywords/pipelines","display_name":"pipelines","score":0.9279999732971191},{"id":"https://openalex.org/keywords/particle-filtering","display_name":"particle filter","score":0.9589999914169312},{"id":"https://openalex.org/keywords/paris-law","display_name":"Paris law","score":0.7979999780654907},{"id":"https://openalex.org/keywords/stress-intensity-factor","display_name":"stress intensity factor","score":0.9739999771118164},{"id":"https://openalex.org/keywords/api-579","display_name":"API 579","score":0.996999979019165},{"id":"https://openalex.org/keywords/in-line-inspection","display_name":"in-line inspection","score":0.8899999856948853},{"id":"https://openalex.org/keywords/stochastic-filtering","display_name":"stochastic filtering","score":0.609000027179718},{"id":"https://openalex.org/keywords/model-parameter-uncertainty","display_name":"model parameter uncertainty","score":0.5230000019073486}],"concepts":[{"id":"https://openalex.org/C69809600","wikidata":"https://www.wikidata.org/wiki/Q7137166","display_name":"Paris' law","level":4,"score":0.7027573585510254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40124279260635376},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3853333294391632},{"id":"https://openalex.org/C59085676","wikidata":"https://www.wikidata.org/wiki/Q957852","display_name":"Fracture mechanics","level":2,"score":0.3837962746620178},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2784918546676636},{"id":"https://openalex.org/C75512024","wikidata":"https://www.wikidata.org/wiki/Q17009280","display_name":"Crack closure","level":3,"score":0.20098984241485596}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jpse.2021.11.005","doi":"https://doi.org/10.1016/j.jpse.2021.11.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jpse.2021.11.005","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2667143321000755/pdf","source":{"id":"https://openalex.org/S4210223785","display_name":"Journal of Pipeline Science and Engineering","issn_l":"2667-1433","issn":["2667-1433"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320345","host_organization_name":"KeAi","host_organization_lineage":["https://openalex.org/P4310320345","https://openalex.org/P4310320990"],"host_organization_lineage_names":["KeAi","Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Pipeline Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:28f4d144dca74a90bbccad18833421f7","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/28f4d144dca74a90bbccad18833421f7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Pipeline Science and Engineering, Vol 2, Iss 2, Pp 100044- (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.jpse.2021.11.005","doi":"https://doi.org/10.1016/j.jpse.2021.11.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jpse.2021.11.005","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2667143321000755/pdf","source":{"id":"https://openalex.org/S4210223785","display_name":"Journal of Pipeline Science and Engineering","issn_l":"2667-1433","issn":["2667-1433"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4310320345","host_organization_name":"KeAi","host_organization_lineage":["https://openalex.org/P4310320345","https://openalex.org/P4310320990"],"host_organization_lineage_names":["KeAi","Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Pipeline Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3217567950.pdf","grobid_xml":"https://content.openalex.org/works/W3217567950.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1561315472","https://openalex.org/W1566694159","https://openalex.org/W2022228946","https://openalex.org/W2062613656","https://openalex.org/W2062758573","https://openalex.org/W2111787305","https://openalex.org/W2394698012","https://openalex.org/W2613566696","https://openalex.org/W2620662496","https://openalex.org/W2780739533","https://openalex.org/W2794926288","https://openalex.org/W2904135292","https://openalex.org/W2980887226","https://openalex.org/W2981670303","https://openalex.org/W3044575686","https://openalex.org/W3136147845","https://openalex.org/W7046454178","https://openalex.org/W7066863491"],"related_works":["https://openalex.org/W6978045354","https://openalex.org/W4399608990","https://openalex.org/W4403589531","https://openalex.org/W7201975773","https://openalex.org/W3128357927","https://openalex.org/W2794926288","https://openalex.org/W2199689247","https://openalex.org/W6991128091","https://openalex.org/W4293809726","https://openalex.org/W2521415553"],"abstract_inverted_index":{"In":[0],"this":[1],"study":[2],"a":[3,47],"methodology":[4],"is":[5,80,105],"developed":[6,173],"and":[7,22,34,61,119,123,141],"implemented":[8],"in":[9,16,41,148],"Python":[10],"for":[11,55,76],"fatigue":[12,23,62,150,163],"crack":[13,52,59,77,95,109,138,164,180],"growth":[14,24,151,181],"prediction":[15],"pipelines,":[17],"by":[18],"leveraging":[19],"measurement":[20,168],"data":[21,97,169],"model":[25,40,63,121,126,142,152],"predictions.":[26],"Specifically,":[27],"Particle":[28],"Filter":[29],"(PF)":[30],"algorithm,":[31],"Paris":[32,154],"law,":[33],"the":[35,57,108,124,136,149,158,162,172,178],"stress":[36],"intensity":[37],"factor":[38],"(SIF)":[39],"API":[42],"579":[43],"are":[44],"integrated":[45],"into":[46],"tool":[48,174],"to":[49,93,116,156],"use":[50],"noisy":[51,117],"size":[53,60,78,96,139],"measurements":[54,79,118],"estimating":[56],"current":[58,137],"parameters,":[64],"also":[65],"known":[66],"as":[67],"joint":[68],"state-parameter":[69],"estimation.":[70],"For":[71],"illustration":[72],"purpose,":[73],"pseudo-data":[74],"set":[75],"generated":[81],"considering":[82],"additive":[83],"Gaussian":[84],"white":[85],"noise":[86,90],"of":[87,161],"two":[88],"different":[89],"levels,":[91],"aiming":[92],"mimic":[94],"obtained":[98],"from":[99],"In-line":[100],"Inspection":[101],"(ILI)":[102],"tools.":[103],"It":[104],"found":[106],"that":[107],"state":[110],"can":[111,128,145],"be":[112,129,146],"reliably":[113,176],"estimated":[114,140],"compared":[115],"initial":[120],"predictions,":[122],"true":[125],"parameters":[127,143],"updated":[130,144],"with":[131],"good":[132],"accuracy.":[133],"As":[134,166],"such,":[135],"used":[147],"(i.e.,":[153],"law)":[155],"predict":[157],"future":[159,179],"trajectory":[160],"growth.":[165],"more":[167,175],"becomes":[170],"available,":[171],"estimates":[177],"trajectory.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-12-06T00:00:00"}