{"id":"https://openalex.org/W7225004256","doi":"https://doi.org/10.2118/1126-0008-jpt","title":"AI Redefines Next-Gen Drilling Vibration Compliance","display_name":"AI Redefines Next-Gen Drilling Vibration Compliance","publication_year":2026,"publication_date":"2026-11-01","ids":{"openalex":"https://openalex.org/W7225004256","doi":"https://doi.org/10.2118/1126-0008-jpt"},"language":"en","primary_location":{"id":"doi:10.2118/1126-0008-jpt","doi":"https://doi.org/10.2118/1126-0008-jpt","is_oa":false,"landing_page_url":"https://doi.org/10.2118/1126-0008-jpt","pdf_url":null,"source":{"id":"https://openalex.org/S105811054","display_name":"Journal of Petroleum Technology","issn_l":"0149-2136","issn":["0149-2136","1944-978X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322614974","host_organization_name":"Society of Petroleum Engineers","host_organization_lineage":["https://openalex.org/P4322614974"],"host_organization_lineage_names":["Society of Petroleum Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Petroleum Technology","raw_type":"journal-article"},"volume":null,"type":"article","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/A5160267338","display_name":"Nils Reimers Tomax","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nils Reimers Tomax","raw_affiliation_strings":["AD Navigation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AD Navigation","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5160266217","display_name":"Ole Andre H\u00f8iland","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ole Andre H\u00f8iland","raw_affiliation_strings":["AD Navigation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AD Navigation","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":0.72400129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"78","issue":"11","first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9916999936103821,"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":0.9916999936103821,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.004000000189989805,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.0010000000474974513,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/drilling-vibrations","display_name":"drilling vibrations","score":0.7110000252723694},{"id":"https://openalex.org/keywords/downhole-vibration","display_name":"downhole vibration","score":0.4480000138282776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.6629999876022339},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9900000095367432},{"id":"https://openalex.org/keywords/resonance-mitigation","display_name":"resonance mitigation","score":0.4790000021457672},{"id":"https://openalex.org/keywords/signal-integrity","display_name":"signal integrity","score":0.7369999885559082},{"id":"https://openalex.org/keywords/data-pipelines","display_name":"data pipelines","score":0.656000018119812},{"id":"https://openalex.org/keywords/drill-string-dynamics","display_name":"drill string dynamics","score":0.6010000109672546}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.7106999754905701},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.663100004196167},{"id":"https://openalex.org/C42222113","wikidata":"https://www.wikidata.org/wiki/Q890894","display_name":"Measurement while drilling","level":3,"score":0.5529999732971191},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5365999937057495},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4683000147342682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4456000030040741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44449999928474426},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.43639999628067017},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4140999913215637},{"id":"https://openalex.org/C168630323","wikidata":"https://www.wikidata.org/wiki/Q1422489","display_name":"Directional drilling","level":3,"score":0.39160001277923584},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.3393999934196472},{"id":"https://openalex.org/C58059514","wikidata":"https://www.wikidata.org/wiki/Q5307646","display_name":"Drilling engineering","level":3,"score":0.3278000056743622},{"id":"https://openalex.org/C2779538338","wikidata":"https://www.wikidata.org/wiki/Q2990590","display_name":"Completion (oil and gas wells)","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3158000111579895},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.3001999855041504},{"id":"https://openalex.org/C54187759","wikidata":"https://www.wikidata.org/wiki/Q361564","display_name":"Geophone","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C2776386368","wikidata":"https://www.wikidata.org/wiki/Q6667385","display_name":"Logging while drilling","level":3,"score":0.2854999899864197},{"id":"https://openalex.org/C152068911","wikidata":"https://www.wikidata.org/wiki/Q890914","display_name":"Drilling fluid","level":3,"score":0.27399998903274536},{"id":"https://openalex.org/C30399818","wikidata":"https://www.wikidata.org/wiki/Q5048830","display_name":"Casing","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C61270487","wikidata":"https://www.wikidata.org/wiki/Q476843","display_name":"Interception","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C42016506","wikidata":"https://www.wikidata.org/wiki/Q3682434","display_name":"Coiled tubing","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2118/1126-0008-jpt","doi":"https://doi.org/10.2118/1126-0008-jpt","is_oa":false,"landing_page_url":"https://doi.org/10.2118/1126-0008-jpt","pdf_url":null,"source":{"id":"https://openalex.org/S105811054","display_name":"Journal of Petroleum Technology","issn_l":"0149-2136","issn":["0149-2136","1944-978X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4322614974","host_organization_name":"Society of Petroleum Engineers","host_organization_lineage":["https://openalex.org/P4322614974"],"host_organization_lineage_names":["Society of Petroleum Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Petroleum Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.651199996471405,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1970492886","https://openalex.org/W7154949299","https://openalex.org/W2766276017","https://openalex.org/W4387230095","https://openalex.org/W7169050759","https://openalex.org/W4366189838","https://openalex.org/W2098978926","https://openalex.org/W2346414532","https://openalex.org/W7137455639","https://openalex.org/W3097964661"],"abstract_inverted_index":{"_":[0],"This":[1,109],"case":[2,110],"study":[3,111,138],"from":[4,142,148,170,198,214,263,274],"Tomax":[5],"outlines":[6],"the":[7,17,31,50,64,81,85,94,97,132,146,184,207,217,222,300,303,307],"use":[8],"of":[9,16,23,41,59,134,152,164,180,187,202,209,313,315],"artificial":[10],"intelligence":[11,71],"to":[12,48,63,128,216],"analyze":[13],"high-fidelity":[14,245],"data":[15,103,117,169,258,304,317],"full":[18,82],"drilling":[19,32,105,165],"process.":[20],"The":[21,137,200],"problem":[22],"downhole":[24,171],"vibrations":[25],"remains":[26],"a":[27,56,113,120,149,157,178,244,275,279,310,321],"significant":[28],"barrier":[29],"for":[30,99,116,131,309],"industry.":[33],"An":[34],"emerging":[35],"technology":[36],"based":[37],"on":[38,55,104,119,155],"direct":[39],"interception":[40],"disturbing":[42],"resonances":[43,191,204],"is":[44,107,123,302],"now":[45,78],"being":[46],"used":[47],"address":[49],"issue.":[51],"Such":[52],"solutions":[53],"rely":[54],"new":[57,125],"level":[58,121,246],"understanding":[60],"with":[61,140],"respect":[62],"true":[65,150],"bottomhole":[66],"assembly":[67],"(BHA)":[68],"dynamics.":[69],"Artificial":[70],"and":[72,101,126,196,211,225,260,293,306],"machine":[73],"learning":[74],"(AI/ML)":[75],"techniques":[76],"are":[77,228],"helping":[79],"deliver":[80],"picture.":[83],"While":[84,285],"specific":[86],"product":[87],"development":[88],"in":[89,93,156,206,247,278],"this":[90,240,248],"field":[91],"belongs":[92],"commercial":[95],"space,":[96],"necessity":[98],"more":[100],"better":[102],"dynamics":[106,166],"commonplace.":[108],"describes":[112],"successful":[114],"solution":[115],"harvesting":[118],"that":[122,144,189],"both":[124],"found":[127],"meet":[129],"requirement":[130,308],"application":[133],"AI/ML":[135],"solutions.":[136],"concludes":[139],"examples":[141],"analysis":[143,163],"reveal":[145],"potential":[147],"image":[151],"everything":[153],"going":[154],"drillstring.":[158],"Reinventing":[159],"Drilling":[160],"Dynamics":[161],"Traditional":[162],"frequently":[167],"references":[168],"accelerometers.":[172],"However,":[173],"these":[174,203],"systems":[175],"typically":[176],"capture":[177],"mix":[179],"effects":[181],"rather":[182],"than":[183],"underlying":[185],"coupling":[186],"forces":[188,213],"cause":[190],"and,":[192],"consequently,":[193],"poor":[194],"performance":[195],"downtime":[197],"failures.":[199],"fundamentals":[201],"reside":[205],"transfer":[208,265],"torsional":[210],"axial":[212],"surface":[215,223],"bit.":[218],"On":[219],"most":[220],"rigs,":[221],"input":[224],"reactive":[226],"loads":[227],"recorded":[229],"at":[230,243,296],"sparse":[231],"intervals":[232],"(typically":[233],"every":[234,318],"10":[235],"seconds":[236],"or":[237],"longer).":[238],"Capturing":[239],"critical":[241,252],"information":[242],"environment":[249],"presents":[250],"two":[251],"challenges:":[253],"-":[254,282],"Signal":[255],"Integrity:":[256],"Eliminating":[257],"corruption":[259],"packet":[261],"loss":[262],"intermittent":[264],"when":[266],"sampling":[267],"frequencies":[268],"exceeding":[269],"1,000":[270],"Hz":[271],"using":[272],"RF":[273],"rotating":[276],"shaft":[277],"rough":[280],"environment.":[281],"Data":[283],"Pipeline:":[284],"modern":[286],"sensor":[287],"assemblies":[288],"can":[289],"export":[290],"structural":[291],"acoustics":[292],"stress":[294],"waves":[295],"extreme":[297],"sample":[298],"rates,":[299],"bottleneck":[301],"pipeline":[305],"continuous":[311],"stream":[312],"megabytes":[314],"time-stamped":[316],"second":[319],"into":[320],"usable":[322],"database.":[323]},"counts_by_year":[],"updated_date":"2026-11-02T09:45:03.842371","created_date":"2026-11-01T00:00:00"}
