{"id":"https://openalex.org/W2931889088","doi":"https://doi.org/10.2118/195234-ms","title":"Self-Adjusting Anomaly Detection Model for Well Operation and Production in Real-Time","display_name":"Self-Adjusting Anomaly Detection Model for Well Operation and Production in Real-Time","publication_year":2019,"publication_date":"2019-04-03","ids":{"openalex":"https://openalex.org/W2931889088","doi":"https://doi.org/10.2118/195234-ms","mag":"2931889088"},"language":"en","primary_location":{"id":"doi:10.2118/195234-ms","doi":"https://doi.org/10.2118/195234-ms","is_oa":false,"landing_page_url":"https://doi.org/10.2118/195234-ms","pdf_url":null,"source":{"id":"https://openalex.org/S7407086044","display_name":"SPE Oklahoma City Oil and Gas Symposium (OKOGS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPE Oklahoma City Oil and Gas Symposium","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":null,"display_name":"Jon Snyder","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jon Snyder","raw_affiliation_strings":["eLynx Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eLynx Technologies","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108727915","display_name":"Stuart L. Scott","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stuart Scott","raw_affiliation_strings":["eLynx Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eLynx Technologies","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040993740","display_name":"Rashid S. Kassim","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rashid Kassim","raw_affiliation_strings":["eLynx Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eLynx Technologies","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2736,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73178714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9951000213623047,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9951000213623047,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.984000027179718},{"id":"https://openalex.org/keywords/gas-wells","display_name":"gas wells","score":0.6439999938011169},{"id":"https://openalex.org/keywords/well-operation","display_name":"well operation","score":0.7049999833106995},{"id":"https://openalex.org/keywords/real-time-monitoring","display_name":"real-time monitoring","score":0.699999988079071},{"id":"https://openalex.org/keywords/plunger-lift","display_name":"plunger lift","score":0.7269999980926514},{"id":"https://openalex.org/keywords/liquid-loading","display_name":"liquid loading","score":0.8600000143051147},{"id":"https://openalex.org/keywords/sensor-data","display_name":"sensor data","score":0.5379999876022339},{"id":"https://openalex.org/keywords/production-efficiency","display_name":"production efficiency","score":0.38499999046325684},{"id":"https://openalex.org/keywords/downtime-reduction","display_name":"downtime reduction","score":0.9190000295639038}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.8563055396080017},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7295457124710083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5801555514335632},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.534282922744751},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4968586266040802},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4863736927509308},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4322473406791687},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4184054136276245},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.398669570684433},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37078502774238586},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34080201387405396},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27915459871292114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2616029381752014},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10325857996940613},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2118/195234-ms","doi":"https://doi.org/10.2118/195234-ms","is_oa":false,"landing_page_url":"https://doi.org/10.2118/195234-ms","pdf_url":null,"source":{"id":"https://openalex.org/S7407086044","display_name":"SPE Oklahoma City Oil and Gas Symposium (OKOGS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPE Oklahoma City Oil and Gas Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2024441323","https://openalex.org/W2026123980","https://openalex.org/W2043929262","https://openalex.org/W2057813633"],"related_works":["https://openalex.org/W7204224810","https://openalex.org/W4406371829","https://openalex.org/W7214626756","https://openalex.org/W4413202313","https://openalex.org/W4406372124","https://openalex.org/W4388424471","https://openalex.org/W4407679502","https://openalex.org/W4226172434","https://openalex.org/W7214911816","https://openalex.org/W7154948815"],"abstract_inverted_index":{"Abstract":[0],"Plunger":[1],"lifted,":[2],"and":[3,13,20,29,41,48,65,72,74,115,149],"free-flowing":[4],"gas":[5],"wells":[6,99],"experience":[7],"a":[8,51,85,93,101],"wide":[9],"range":[10],"of":[11,84,87,132],"issues":[12,33,71],"operational":[14],"inefficiencies":[15],"such":[16],"as":[17],"liquid-loading,":[18],"downhole":[19],"surface":[21],"restrictions,":[22],"stuck":[23],"or":[24],"leaking":[25],"motor":[26],"control":[27],"valves,":[28],"metering":[30],"issues.":[31],"These":[32],"can":[34],"lead":[35],"to":[36,67,110,124,138],"extended":[37],"downtime,":[38],"equipment":[39],"failures,":[40],"other":[42],"production":[43,151],"inefficiencies.":[44],"Using":[45],"data":[46],"science":[47],"machine-learning":[49],"algorithms,":[50],"self-adjusting":[52],"anomaly":[53,117,139],"detection":[54,118,140],"model":[55,121],"considers":[56],"all":[57],"sensor":[58],"data,":[59],"including":[60],"the":[61,76,82,111],"associated":[62],"statistical":[63],"behavior":[64],"correlations,":[66],"parse":[68],"any":[69],"underlying":[70],"anomalies":[73],"classifies":[75],"potential":[77],"cause(s).":[78],"This":[79,135],"paper":[80],"presents":[81],"result":[83],"Proof":[86],"Concept":[88],"(PoC)":[89],"study":[90],"conducted":[91],"for":[92],"South":[94],"Texas":[95],"operator":[96],"encompassing":[97],"50":[98],"over":[100],"three-month":[102],"period.":[103],"The":[104,120],"results":[105],"indicate":[106],"an":[107],"improvement":[108],"compared":[109],"operators\u2019":[112],"visual":[113],"inspection":[114],"surveillance":[116],"system.":[119],"allows":[122],"operators":[123],"focus":[125],"their":[126],"time":[127],"on":[128],"solving":[129],"problems":[130],"instead":[131],"discovering":[133],"them.":[134],"novel":[136],"approach":[137],"improves":[141],"workflow":[142],"efficiencies,":[143],"decreases":[144],"lease":[145],"operating":[146],"expenses":[147],"(LOE),":[148],"increases":[150],"by":[152],"reducing":[153],"downtime.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-04-11T00:00:00"}