{"id":"https://openalex.org/W4385757261","doi":"https://doi.org/10.1016/j.upstre.2023.100096","title":"Stuck pipe prediction from rare events in oil drilling operations","display_name":"Stuck pipe prediction from rare events in oil drilling operations","publication_year":2023,"publication_date":"2023-08-11","ids":{"openalex":"https://openalex.org/W4385757261","doi":"https://doi.org/10.1016/j.upstre.2023.100096"},"language":"en","primary_location":{"id":"doi:10.1016/j.upstre.2023.100096","doi":"https://doi.org/10.1016/j.upstre.2023.100096","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.upstre.2023.100096","pdf_url":null,"source":{"id":"https://openalex.org/S4210210466","display_name":"Upstream Oil and Gas Technology","issn_l":"2666-2604","issn":["2666-2604"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["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":"Upstream Oil and Gas Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.upstre.2023.100096","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077904045","display_name":"Salvatore D\u2019Amicis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore D\u2019Amicis","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033103496","display_name":"Marta Pagani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Pagani","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003932703","display_name":"Matteo Matteucci","orcid":"https://orcid.org/0000-0002-8306-6739","observed_orcids":["https://orcid.org/0000-0002-8306-6739","https://orcid.org/0009-0001-3286-3236"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Matteucci","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070453413","display_name":"Luigi Piroddi","orcid":"https://orcid.org/0000-0002-6063-8060","observed_orcids":["https://orcid.org/0000-0002-6063-8060"]},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luigi Piroddi","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6063-8060","affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038087119","display_name":"Andrea Spelta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I150264550","display_name":"Eni (Italy)","ror":"https://ror.org/038483r84","country_code":"IT","type":"company","lineage":["https://openalex.org/I150264550"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Spelta","raw_affiliation_strings":["ENI, Drilling & Completion Risk Analysis Department, San Donato Milanese, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENI, Drilling & Completion Risk Analysis Department, San Donato Milanese, Italy","institution_ids":["https://openalex.org/I150264550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113607976","display_name":"Fabrizio Zausa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I150264550","display_name":"Eni (Italy)","ror":"https://ror.org/038483r84","country_code":"IT","type":"company","lineage":["https://openalex.org/I150264550"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Zausa","raw_affiliation_strings":["ENI, Drilling & Completion Risk Analysis Department, San Donato Milanese, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENI, Drilling & Completion Risk Analysis Department, San Donato Milanese, Italy","institution_ids":["https://openalex.org/I150264550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070453413"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":2060,"currency":"USD","value_usd":2060},"apc_paid":{"value":2060,"currency":"USD","value_usd":2060},"fwci":1.5465,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.79341911,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"100096","last_page":"100096"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2103","display_name":"Fuel Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":9.999999747378752e-05,"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/stuck-pipe-prediction","display_name":"stuck pipe prediction","score":0.9089999794960022},{"id":"https://openalex.org/keywords/oil-drilling","display_name":"oil well drilling","score":0.8769999742507935},{"id":"https://openalex.org/keywords/precursor-events","display_name":"precursor events","score":0.781000018119812},{"id":"https://openalex.org/keywords/hidden-markov-models","display_name":"hidden Markov models","score":0.9610000252723694},{"id":"https://openalex.org/keywords/rare-event-prediction","display_name":"rare event prediction","score":0.6320000290870667},{"id":"https://openalex.org/keywords/drilling-problems","display_name":"drilling problems","score":0.3160000145435333}],"concepts":[{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.6322251558303833},{"id":"https://openalex.org/C2777317252","wikidata":"https://www.wikidata.org/wiki/Q18393516","display_name":"Rare events","level":2,"score":0.6080341339111328},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.5765738487243652},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.5673116445541382},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5591614246368408},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4662413001060486},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.46181145310401917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45840102434158325},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3127405047416687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22836297750473022},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.15442517399787903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10027486085891724},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06840300559997559},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.upstre.2023.100096","doi":"https://doi.org/10.1016/j.upstre.2023.100096","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.upstre.2023.100096","pdf_url":null,"source":{"id":"https://openalex.org/S4210210466","display_name":"Upstream Oil and Gas Technology","issn_l":"2666-2604","issn":["2666-2604"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["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":"Upstream Oil and Gas Technology","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1259354","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1259354","pdf_url":"https://re.public.polimi.it/bitstream/11311/1259354/5/11311-1259354_Matteucci.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.upstre.2023.100096","doi":"https://doi.org/10.1016/j.upstre.2023.100096","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.upstre.2023.100096","pdf_url":null,"source":{"id":"https://openalex.org/S4210210466","display_name":"Upstream Oil and Gas Technology","issn_l":"2666-2604","issn":["2666-2604"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["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":"Upstream Oil and Gas Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385757261.pdf","grobid_xml":"https://content.openalex.org/works/W4385757261.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1846127010","https://openalex.org/W1988976294","https://openalex.org/W2033033715","https://openalex.org/W2050511470","https://openalex.org/W2087385753","https://openalex.org/W2096121981","https://openalex.org/W2142384583","https://openalex.org/W2145227912","https://openalex.org/W2159115511","https://openalex.org/W2186810250","https://openalex.org/W2289525979","https://openalex.org/W2297589637","https://openalex.org/W2519642846","https://openalex.org/W2755449951","https://openalex.org/W3123887437","https://openalex.org/W3163302436","https://openalex.org/W4365806527"],"related_works":["https://openalex.org/W4377233647","https://openalex.org/W3097257395","https://openalex.org/W3163302436","https://openalex.org/W4392185443","https://openalex.org/W7159824025","https://openalex.org/W3108649269","https://openalex.org/W4229375964","https://openalex.org/W2921624931","https://openalex.org/W4281391540","https://openalex.org/W4388405429"],"abstract_inverted_index":{"Stuck-pipe":[0],"phenomena":[1],"are":[2,68],"relatively":[3],"rare":[4],"in":[5,8],"drilling":[6,92],"operations":[7],"the":[9,27,43,49,55,73,100],"oil":[10],"&":[11],"gas":[12],"industry,":[13],"but":[14],"can":[15],"have":[16],"disastrous":[17],"economic":[18],"consequences,":[19],"causing":[20],"costly":[21],"time":[22],"delays":[23],"and":[24],"sometimes":[25],"even":[26],"loss":[28],"of":[29,45,57,60,97,103,115],"expensive":[30],"machinery.":[31],"In":[32],"this":[33,53],"work,":[34],"we":[35],"develop":[36],"an":[37],"event-based":[38],"prediction":[39],"model":[40,108],"that":[41,63],"relates":[42],"occurrence":[44],"precursor":[46,61,88],"events":[47,62,89],"to":[48,85,90],"stuck-pipe":[50,66],"phenomena.":[51],"To":[52],"aim,":[54],"detectors":[56],"various":[58],"types":[59],"typically":[64],"anticipate":[65],"occurrences":[67],"first":[69],"designed":[70],"based":[71],"on":[72,112],"available":[74],"mudlog":[75],"data.":[76],"A":[77],"Hidden":[78],"Markov":[79],"Model":[80],"(HMM)":[81],"is":[82],"then":[83],"developed":[84],"relate":[86],"these":[87],"actual":[91],"problems,":[93],"producing":[94],"different":[95,118],"levels":[96],"alarm,":[98],"with":[99,117],"ultimate":[101],"goal":[102],"predicting":[104],"stuck":[105],"pipes.":[106],"The":[107],"has":[109],"been":[110],"tested":[111],"a":[113],"dataset":[114],"wells":[116],"characteristics,":[119],"showing":[120],"positive":[121],"results.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-08-12T00:00:00"}