{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T20:48:03Z","timestamp":1780778883243,"version":"3.54.1"},"reference-count":226,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2019,11,26]],"date-time":"2019-11-26T00:00:00Z","timestamp":1574726400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/501100000287","name":"Royal Academy of Engineering","doi-asserted-by":"publisher","award":["Industrial Fellowship"],"award-info":[{"award-number":["Industrial Fellowship"]}],"id":[{"id":"10.13039\/501100000287","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000848","name":"University of Edinburgh","doi-asserted-by":"publisher","award":["PhD Scholarship"],"award-info":[{"award-number":["PhD Scholarship"]}],"id":[{"id":"10.13039\/501100000848","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["aiche.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["AIChE Journal"],"published-print":{"date-parts":[[2020,4]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>The ever\u2010increasing quest to identify, secure, access, and operate oil and gas fields is continuously expanding to the far corners of the planet, facing extreme conditions toward exploring, securing, and deriving maximum fluid benefits from established and unconventional fossil fuel sources alike: to this end, the unprecedented geological, climatic, technical, and operational challenges have necessitated the development of revolutionary drilling and production methods. This review paper focuses on a technological field of great importance and formidable technical complexity\u2014that of well drilling for fossil fuel production. A vastly expanding body of literature addresses design and operation problems with remarkable success: what is even more interesting is that many recent contributions rely on multidisciplinary approaches and reusable Process Systems Engineering (PSE) methodologies\u2014a drastic departure from ad hoc\/one\u2010use tools and methods of the past. The specific goals of this review are to first review the state\u2010of\u2010art in active fields within drilling engineering and explore currently pressing technical problems, which are in dire need or have recently found, PSE\u2010 and\/or computational fluid dynamics\u2010relevant solutions. Then, we illustrate the methodological versatility of novel PSE\u2010based approaches for optimization and control, with an emphasis on contemporary problems. Finally, we highlight current challenges and opportunities for truly innovative research contributions, which require the combination of best\u2010in\u2010class methodological and software elements in order to deliver applicable solutions of industrial importance.<\/jats:p>","DOI":"10.1002\/aic.16842","type":"journal-article","created":{"date-parts":[[2019,10,18]],"date-time":"2019-10-18T12:11:36Z","timestamp":1571400696000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":85,"title":["A review of technological advances and open challenges for oil and gas drilling systems engineering"],"prefix":"10.1002","volume":"66","author":[{"given":"Emmanuel I.","family":"Epelle","sequence":"first","affiliation":[{"name":"Institute for Materials and Processes (IMP), School of Engineering University of Edinburgh  Edinburgh UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2210-6784","authenticated-orcid":false,"given":"Dimitrios I.","family":"Gerogiorgis","sequence":"additional","affiliation":[{"name":"Institute for Materials and Processes (IMP), School of Engineering University of Edinburgh  Edinburgh UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2019,11,26]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1002\/aic.15209"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.1088\/1748-9326\/9\/11\/114022"},{"key":"e_1_2_11_4_1","volume-title":"Introduction to Petroleum Engineering","author":"Fanchi JR","year":"2017"},{"key":"e_1_2_11_5_1","volume-title":"Drilling Engineering","author":"Ford J","year":"2017"},{"key":"e_1_2_11_6_1","volume-title":"Standard Handbook of Petroleum and Natural Gas Engineering","author":"Lyons WC","year":"2011"},{"key":"e_1_2_11_7_1","volume-title":"Trends in US Oil and Natural Gas Upstream Costs","author":"US EIA","year":"2016"},{"key":"e_1_2_11_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.exis.2015.12.001"},{"key":"e_1_2_11_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.marpol.2016.10.014"},{"key":"e_1_2_11_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/aic.16592"},{"key":"e_1_2_11_11_1","doi-asserted-by":"crossref","unstructured":"PastusekP PayetteG ShorR et al. Creating open source models test cases and data for oilfield drilling challenges. SPE\/IADC International Drilling Conference and Exhibition;2019; The Hague The Netherlands.","DOI":"10.2118\/194082-MS"},{"key":"e_1_2_11_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-818634-3.50276-9"},{"key":"e_1_2_11_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2012.12.003"},{"key":"e_1_2_11_14_1","doi-asserted-by":"publisher","DOI":"10.1115\/1.4038859"},{"key":"e_1_2_11_15_1","doi-asserted-by":"crossref","unstructured":"EatonAN BealLD ThorpeSD et al. Ensemble model predictive control for robust automated managed pressure drilling. SPE Annual Technical Conference and Exhibition;2015; Houston TX.","DOI":"10.2118\/174969-MS"},{"key":"e_1_2_11_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2016.11.008"},{"key":"e_1_2_11_17_1","unstructured":"Sorgun M.Modeling of Newtonian Fluids and Cuttings Transport Analysis in High Inclination Wellbores with Pipe Rotation [doctoral thesis]. Department Petroleum and Natural Gas Engineering Middle East Technical University Turkey;2010."},{"key":"e_1_2_11_18_1","volume-title":"Composition and Properties of Drilling and Completion Fluids","author":"Caenn R","year":"2011"},{"key":"e_1_2_11_19_1","volume-title":"Reservoir Engineering Handbook","author":"Ahmed T","year":"2018"},{"key":"e_1_2_11_20_1","volume-title":"Natural Gas Hydrates in Flow Assurance","author":"Sloan ED","year":"2010"},{"key":"e_1_2_11_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jngse.2015.10.032"},{"key":"e_1_2_11_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1749-6632.2000.tb06795.x"},{"key":"e_1_2_11_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/en4010140"},{"key":"e_1_2_11_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2019.01.685"},{"key":"e_1_2_11_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.marpetgeo.2012.02.010"},{"key":"e_1_2_11_26_1","volume-title":"Computational Rheology for Pipeline and Annular Flow: Non\u2010Newtonian Flow Modeling for Drilling and Production, and Flow Assurance Methods in Subsea Pipeline Design","author":"Chin WC","year":"2001"},{"key":"e_1_2_11_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2015.04.007"},{"key":"e_1_2_11_28_1","doi-asserted-by":"crossref","unstructured":"ArshadU JainB RamzanM et al. Engineered solution to reduce the impact of lost circulation during drilling and cementing in Rumaila Field Iraq. International Petroleum Technology Conference;2015; Doha Qatar.","DOI":"10.2523\/IPTC-18245-MS"},{"key":"e_1_2_11_29_1","unstructured":"Waldmann A.T.A. Martins A.L. Souza E.A. et al. R&D efforts to control monitor and identify drilling fluid invasion into reservoir rocks. Proceedings of the 1st International Conference on Upstream Engineering and Flow Assurance A part of the AIChE Spring Meeting;2012; Houston TX."},{"key":"e_1_2_11_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.geothermics.2013.08.010"},{"key":"e_1_2_11_31_1","unstructured":"RahmanifardH RasouliAR MayahiN AmouriAH MafreshiM.Best practices in managing lost circulation challenges during drilling and cementing operations in Azar oil field. Proceedings of the 2nd International Conference of Oil Gas and Petrochemicals;2014; Iran."},{"key":"e_1_2_11_32_1","doi-asserted-by":"crossref","unstructured":"ZhouJ NygaardG GodhavnJM Breyholtz\u00d8 VefringEH.Adaptive observer for kick detection and switched control for bottomhole pressure regulation and kick attenuation during managed pressure drilling. IEEE Proceedings of the 2010 American Control Conference Baltimore;2010:3765\u20103770.","DOI":"10.1109\/ACC.2010.5531551"},{"key":"e_1_2_11_33_1","doi-asserted-by":"crossref","unstructured":"ZhouJ Stamnes\u00d8N AamoOM KaasaGO.Pressure regulation with kick attenuation in a managed pressure drilling system. In Proceedings of the 48th IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference Shanghai China;2009:5586\u20105591.","DOI":"10.1109\/CDC.2009.5400792"},{"key":"e_1_2_11_34_1","doi-asserted-by":"publisher","DOI":"10.2118\/178920-PA"},{"key":"e_1_2_11_35_1","doi-asserted-by":"publisher","DOI":"10.2118\/124631-PA"},{"key":"e_1_2_11_36_1","doi-asserted-by":"publisher","DOI":"10.2118\/158109-PA"},{"key":"e_1_2_11_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2013.01.006"},{"key":"e_1_2_11_38_1","doi-asserted-by":"publisher","DOI":"10.1021\/es303197h"},{"key":"e_1_2_11_39_1","doi-asserted-by":"crossref","unstructured":"PournazariP AshokP vanOortE UnrauS LaiS.Enhanced kick detection with low\u2010cost rig sensors through automated pattern recognition and real\u2010time sensor calibration. SPE Middle East Intelligent Oil and Gas Conference and Exhibition;2015; Abu Dhabi UAE.","DOI":"10.2118\/176790-MS"},{"key":"e_1_2_11_40_1","doi-asserted-by":"publisher","DOI":"10.3390\/s17112458"},{"key":"e_1_2_11_41_1","first-page":"13","article-title":"Stuck pipe: causes, detection and prevention","volume":"3","author":"Bailey L","year":"1991","journal-title":"Schlumberger Oil Rev"},{"key":"e_1_2_11_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2017.08.011"},{"key":"e_1_2_11_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-64235-6.50024-3"},{"key":"e_1_2_11_44_1","doi-asserted-by":"crossref","unstructured":"HopkinsCJ LeicksenringRA.Reducing the risk of stuck pipe in the Netherlands. SPE\/IADC Drilling Conference;1995; Amsterdam The Netherlands.","DOI":"10.2118\/29422-MS"},{"issue":"3","key":"e_1_2_11_45_1","article-title":"Amocos training initiative reduces wellsite drilling problems","volume":"67","author":"Massie GW","year":"1995","journal-title":"Petrol Eng Int"},{"key":"e_1_2_11_46_1","doi-asserted-by":"publisher","DOI":"10.1002\/aic.12714"},{"issue":"4","key":"e_1_2_11_47_1","first-page":"14","article-title":"Key issues in multilateral technology","volume":"10","author":"Bosworth S","year":"1998","journal-title":"Oil Rev"},{"key":"e_1_2_11_48_1","doi-asserted-by":"publisher","DOI":"10.2118\/124054-PA"},{"key":"e_1_2_11_49_1","doi-asserted-by":"crossref","unstructured":"NikoofardA JohansenTA MahdianfarH PavlovA.Constrained MPC design for heave disturbance attenuation in offshore drilling systems. 2013 MTS\/IEEE OCEANS\u2010Bergen Norway;2013:1\u20107.","DOI":"10.1109\/OCEANS-Bergen.2013.6608196"},{"key":"e_1_2_11_50_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40948-016-0038-y"},{"key":"e_1_2_11_51_1","doi-asserted-by":"crossref","unstructured":"ErenT OzbayogluME.Real time optimization of drilling parameters during drilling operations. SPE Oil and Gas India Conference and Exhibition;2010; Mumbai India.","DOI":"10.2118\/129126-MS"},{"key":"e_1_2_11_52_1","doi-asserted-by":"crossref","unstructured":"RommetveitR Bj\u00f8rkevollKS HalseyGW et al. Drilltronics: an integrated system for real\u2010time optimization of the drilling process. IADC\/SPE Drilling Conference;2004; Dallas TX.","DOI":"10.2523\/87124-MS"},{"key":"e_1_2_11_53_1","doi-asserted-by":"crossref","unstructured":"ChapmanCD SanchezJL De Leon PerezR YuH.Automated closed\u2010loop drilling with ROP optimization algorithm significantly reduces drilling time and improves downhole tool reliability. IADC\/SPE Drilling Conference and Exhibition;2012; San Diego CA.","DOI":"10.2118\/151736-MS"},{"key":"e_1_2_11_54_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrmms.2008.01.010"},{"key":"e_1_2_11_55_1","doi-asserted-by":"crossref","unstructured":"DupriestFE KoederitzWL.Maximizing drill rates with real\u2010time surveillance of mechanical specific energy. SPE\/IADC Drilling Conference;2005; Amsterdam The Netherlands.","DOI":"10.2118\/92194-MS"},{"key":"e_1_2_11_56_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2005.05.028"},{"key":"e_1_2_11_57_1","doi-asserted-by":"crossref","unstructured":"KoederitzWL JohnsonWE.Real\u2010time optimization of drilling parameters by autonomous empirical methods. SPE\/IADC Drilling Conference and Exhibition;2011; Amsterdam The Netherlands.","DOI":"10.2118\/139849-MS"},{"key":"e_1_2_11_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0924-0136(97)00263-X"},{"key":"e_1_2_11_59_1","doi-asserted-by":"crossref","unstructured":"SugiuraJ SamuelR OppeltJ OstermeyerGP HedengrenJ PastusekP.Drilling modeling and simulation: current state and future goals. SPE\/IADC Drilling Conference and Exhibition;2015; London UK.","DOI":"10.2118\/173045-MS"},{"key":"e_1_2_11_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-63576-1.50103-5"},{"key":"e_1_2_11_61_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.8b00800"},{"key":"e_1_2_11_62_1","doi-asserted-by":"publisher","DOI":"10.1021\/ie202959w"},{"key":"e_1_2_11_63_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2018.06.041"},{"key":"e_1_2_11_64_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2017.11.023"},{"key":"e_1_2_11_65_1","doi-asserted-by":"crossref","unstructured":"OzbayogluEM MiskaSZ ReedT TakachN.Cuttings transport with foam in horizontal & highly\u2010inclined wellbores. SPE\/IADC Drilling Conference;2003; Amsterdam Netherlands.","DOI":"10.2118\/79856-MS"},{"key":"e_1_2_11_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2005.01.006"},{"key":"e_1_2_11_67_1","doi-asserted-by":"publisher","DOI":"10.1080\/10916460903070181"},{"key":"e_1_2_11_68_1","doi-asserted-by":"crossref","unstructured":"FlorenceF IversenFP.Real\u2010time models for drilling process automation: equations and applications. SPE\/IADC Drilling Conference and Exhibition;2010; New Orleans LA.","DOI":"10.2118\/128958-MS"},{"key":"e_1_2_11_69_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2006.01.002"},{"key":"e_1_2_11_70_1","doi-asserted-by":"crossref","unstructured":"PixtonDS Asgharzadeh ShishavanR PerezHD HedengrenJD CraigA.Addressing UBO and MPD challenges with wired drill pipe telemetry. SPE\/IADC Managed Pressure Drilling & Underbalanced Operations Conference & Exhibition;2014; Madrid Spain.","DOI":"10.2118\/168953-MS"},{"key":"e_1_2_11_71_1","doi-asserted-by":"publisher","DOI":"10.2118\/128424-PA"},{"key":"e_1_2_11_72_1","doi-asserted-by":"crossref","unstructured":"ParkJ WebberT ShishavanRA HedengrenJD.Improved bottomhole pressure control with wired drillpipe and physics\u2010based models. SPE\/IADC Drilling Conference and Exhibition;2017; The Hague The Netherlands.","DOI":"10.2118\/184610-MS"},{"key":"e_1_2_11_73_1","doi-asserted-by":"publisher","DOI":"10.3182\/20110828-6-IT-1002.00551"},{"key":"e_1_2_11_74_1","doi-asserted-by":"crossref","unstructured":"StamnesON ZhouJ KaasaGO AamoOM.Adaptive observer design for the bottomhole pressure of a managed pressure drilling system. 2008 47th IEEE Conference on Decision and Control. Cancun Mexico;2008:2961\u20102966.","DOI":"10.1109\/CDC.2008.4738845"},{"key":"e_1_2_11_75_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2012.2204751"},{"key":"e_1_2_11_76_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2016.06.001"},{"key":"e_1_2_11_77_1","doi-asserted-by":"publisher","DOI":"10.1115\/1.4039787"},{"key":"e_1_2_11_78_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.7b04927"},{"key":"e_1_2_11_79_1","doi-asserted-by":"publisher","DOI":"10.1002\/aic.15733"},{"key":"e_1_2_11_80_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2017.07.002"},{"key":"e_1_2_11_81_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2012.07.008"},{"key":"e_1_2_11_82_1","doi-asserted-by":"crossref","unstructured":"PetersenJ RommetveitR BjorkevollKS FroyenJ.A general dynamic model for single and multi\u2010phase flow operations during drilling completion well control and intervention. SPE\/IADC Asia Pacific Drilling Technology Conference and Exhibition;2008; Jakarta Indonesia.","DOI":"10.2118\/114688-MS"},{"key":"e_1_2_11_83_1","doi-asserted-by":"publisher","DOI":"10.2118\/170962-PA"},{"key":"e_1_2_11_84_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13202-018-0483-y"},{"key":"e_1_2_11_85_1","doi-asserted-by":"crossref","unstructured":"Breyholtz\u00d8 NygaardGH SiahaanH NikolaouM.Managed pressure drilling: a multi\u2010level control approach. SPE Intelligent Energy Conference and Exhibition;2010; Utrecht The Netherlands.","DOI":"10.2118\/128151-MS"},{"key":"e_1_2_11_86_1","doi-asserted-by":"crossref","unstructured":"Breyholtz\u00d8 NygaardG NikolaouM.Automatic control of managed pressure drilling. IEEE Proceedings of the 2010 American Control Conference; Baltimore;2010:442\u2010447.","DOI":"10.1109\/ACC.2010.5531008"},{"key":"e_1_2_11_87_1","doi-asserted-by":"crossref","unstructured":"BjorkevollKS VollenAE Barr AasI HovlandS.Successful use of real time dynamic flow modelling to control a very challenging managed pressure drilling operation in the North Sea. SPE\/IADC Managed Pressure Drilling and Underbalanced Operations Conference and Exhibition;2010; Kuala Lumpur Malaysia.","DOI":"10.2523\/130311-MS"},{"key":"e_1_2_11_88_1","doi-asserted-by":"crossref","unstructured":"ZhouJ NygaardG.Control and estimation of downhole pressure in managed pressure drilling operations. IEEE 2010 4th International Symposium on Communications Control and Signal Processing (ISCCSP) Limassol Cyprus;2010:1\u20106.","DOI":"10.1109\/ISCCSP.2010.5463474"},{"key":"e_1_2_11_89_1","doi-asserted-by":"crossref","unstructured":"LandetIS MahdianfarH PavlovA AamoOM.Modeling for MPD operations with experimental validation. SPE\/IADC Drilling Conference and Exhibition;2012; San Diego CA.","DOI":"10.2118\/150461-MS"},{"key":"e_1_2_11_90_1","doi-asserted-by":"crossref","unstructured":"FredericksPD ReitsmaD RunggaiT et al. Successful implementation of first closed loop multiservice control system for automated pressure management in a shallow gas well offshore Myanmar. SPE\/IADC Drilling Conference;2008; Orlando FL.","DOI":"10.2118\/112651-MS"},{"key":"e_1_2_11_91_1","doi-asserted-by":"publisher","DOI":"10.2118\/170275-PA"},{"key":"e_1_2_11_92_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2011.06.022"},{"key":"e_1_2_11_93_1","doi-asserted-by":"publisher","DOI":"10.2118\/180007-PA"},{"key":"e_1_2_11_94_1","doi-asserted-by":"crossref","unstructured":"SaputelliL EconomidesM NikolaouM KelessidisV.Real\u2010time decision\u2010making for value creation while drilling. SPE\/IADC Middle East Drilling Technology Conference and Exhibition;2003; Abu Dhabi UAE.","DOI":"10.2118\/85314-MS"},{"key":"e_1_2_11_95_1","doi-asserted-by":"publisher","DOI":"10.1002\/aic.16031"},{"key":"e_1_2_11_96_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2017.10.032"},{"key":"e_1_2_11_97_1","doi-asserted-by":"publisher","DOI":"10.1021\/ie404134n"},{"key":"e_1_2_11_98_1","doi-asserted-by":"publisher","DOI":"10.1021\/ie5024782"},{"key":"e_1_2_11_99_1","doi-asserted-by":"crossref","unstructured":"DemirerN ZalluhogluU MarckJ DarbeR MorariM.Autonomous directional drilling with rotary steerable systems. In 2019 American Control Conference;2019:5203\u20105208.","DOI":"10.23919\/ACC.2019.8814644"},{"key":"e_1_2_11_100_1","doi-asserted-by":"crossref","unstructured":"ZhaoY ZalluhogluU MarckJ DemirerN MorariM.Model predictive control for mud motor operation in directional drilling. In 2019 American Control Conference;2019:5197\u20105202.","DOI":"10.23919\/ACC.2019.8815289"},{"key":"e_1_2_11_101_1","doi-asserted-by":"publisher","DOI":"10.1515\/jaiscr-2015-0024"},{"key":"e_1_2_11_102_1","doi-asserted-by":"publisher","DOI":"10.2118\/0518-0014-JPT"},{"key":"e_1_2_11_103_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petlm.2018.11.001"},{"key":"e_1_2_11_104_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0920-4105(03)00083-4"},{"key":"e_1_2_11_105_1","doi-asserted-by":"crossref","unstructured":"PopaAS PopaCG MalammaM HicksJ.Case\u2010based reasoning approach for well failure diagnostics and planning. SPE Western Regional and Pacific Section AAPG Joint Meeting;2008; Bakersfield CA.","DOI":"10.2118\/114229-MS"},{"key":"e_1_2_11_106_1","unstructured":"WangY DuanM WangD LiuJ DongY.A model for deepwater floating platforms selection based on BP artificial neural networks. The Twenty\u2010first International Offshore and Polar Engineering Conference;2011; Maui Hawaii."},{"key":"e_1_2_11_107_1","doi-asserted-by":"crossref","unstructured":"SadiqT GharbiR.. Prediction of frictional drag and transmission of slack\u2010off force in horizontal wells using neural networks. SPE Eastern Regional Meeting;1998; Pittsburgh PA.","DOI":"10.2118\/51083-MS"},{"key":"e_1_2_11_108_1","doi-asserted-by":"publisher","DOI":"10.4236\/gm.2014.41005"},{"key":"e_1_2_11_109_1","first-page":"1","article-title":"Cutting concentration prediction in horizontal and deviated wells using artificial intelligence techniques","author":"Al\u2010Azani K","year":"2019","journal-title":"J Petrol Explor Prod Technol"},{"key":"e_1_2_11_110_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2017.05.017"},{"key":"e_1_2_11_111_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.powtec.2018.08.064"},{"key":"e_1_2_11_112_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2018.04.019"},{"key":"e_1_2_11_113_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13202-013-0077-7"},{"key":"e_1_2_11_114_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13367-012-0020-3"},{"key":"e_1_2_11_115_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13202-014-0102-5"},{"key":"e_1_2_11_116_1","doi-asserted-by":"crossref","unstructured":"MurilloA NeumanJ SamuelR.. Pipe sticking prediction and avoidance using adaptive fuzzy logic modeling. SPE Production and Operations Symposium. Society of Petroleum Engineers;2009; Oklahoma City OK.","DOI":"10.2118\/120128-MS"},{"key":"e_1_2_11_117_1","doi-asserted-by":"publisher","DOI":"10.1080\/03081079.2010.537154"},{"key":"e_1_2_11_118_1","doi-asserted-by":"publisher","DOI":"10.2118\/108438-PA"},{"key":"e_1_2_11_119_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jngse.2015.11.022"},{"key":"e_1_2_11_120_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.partic.2015.02.008"},{"key":"e_1_2_11_121_1","doi-asserted-by":"publisher","DOI":"10.2118\/25872-PA"},{"key":"e_1_2_11_122_1","doi-asserted-by":"publisher","DOI":"10.2118\/174404-PA"},{"key":"e_1_2_11_123_1","doi-asserted-by":"publisher","DOI":"10.2118\/185168-PA"},{"key":"e_1_2_11_124_1","volume-title":"ANSYS Fluent Theory Guide 17.1","author":"Fluent A","year":"2017"},{"key":"e_1_2_11_125_1","volume-title":"Petroleum Engineering Handbook","author":"Lake LW","year":"2006"},{"key":"e_1_2_11_126_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00348-002-0429-4"},{"key":"e_1_2_11_127_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2006.06.004"},{"key":"e_1_2_11_128_1","doi-asserted-by":"publisher","DOI":"10.1002\/cjce.20074"},{"key":"e_1_2_11_129_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0142-727X(96)00086-0"},{"key":"e_1_2_11_130_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02984457"},{"key":"e_1_2_11_131_1","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690461006"},{"key":"e_1_2_11_132_1","doi-asserted-by":"publisher","DOI":"10.1115\/1.2905753"},{"key":"e_1_2_11_133_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1004-9541(12)60379-6"},{"key":"e_1_2_11_134_1","doi-asserted-by":"publisher","DOI":"10.1002\/cjce.22401"},{"key":"e_1_2_11_135_1","doi-asserted-by":"publisher","DOI":"10.1590\/S0104-66322007000400011"},{"key":"e_1_2_11_136_1","doi-asserted-by":"publisher","DOI":"10.1590\/0104-6632.20140314s00002871"},{"key":"e_1_2_11_137_1","doi-asserted-by":"crossref","unstructured":"DuanM MiskaSZ YuM TakachNE AhmedRM HallmanJH.. The effect of drillpipe rotation on pressure losses and fluid velocity profile in foam drilling. SPE Western Regional and Pacific Section AAPG Joint Meeting;2008; California.","DOI":"10.2118\/114185-MS"},{"key":"e_1_2_11_138_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2014.05.047"},{"key":"e_1_2_11_139_1","doi-asserted-by":"crossref","unstructured":"KelessidisVC BandelisGE.. Flow patterns and minimum suspension velocity for efficient cuttings transport in horizontal and deviated wells in coiled\u2010tubing drilling. SPE\/ICoTA Coiled Tubing Conference and Exhibition;2003; Houston TX.","DOI":"10.2118\/81746-MS"},{"key":"e_1_2_11_140_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clay.2016.11.007"},{"key":"e_1_2_11_141_1","unstructured":"VryzasZ WubulikasimuY GerogiorgisD KelessidisVC.. Understanding the temperature effect on the rheology of water\u2010bentonite suspensions. Proceedings of the Nordic Polymer Days and Nordic Rheological Conference Helsinki Finland. 30;2016:199\u2010208."},{"key":"e_1_2_11_142_1","doi-asserted-by":"crossref","unstructured":"MahmoudO Nasr\u2010El\u2010DinHA VryzasZ KelessidisVC.. Nanoparticle\u2010based drilling fluids for minimizing formation damage in HP\/HT applications. SPE International Conference and Exhibition on Formation Damage Control;2016; Lafayette LA.","DOI":"10.2118\/178949-MS"},{"key":"e_1_2_11_143_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-63428-3.50178-8"},{"key":"e_1_2_11_144_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-63576-1.50095-9"},{"key":"e_1_2_11_145_1","doi-asserted-by":"crossref","unstructured":"GerogiorgisDI ReillyS VryzasZ KelessidisVC.. Experimentally validated first\u2010principles multivariate modeling for rheological study and design of complex drilling nanofluid systems. SPE\/IADC Drilling Conference and Exhibition;2017; The Hague The Netherlands.","DOI":"10.2118\/184692-MS"},{"key":"e_1_2_11_146_1","doi-asserted-by":"publisher","DOI":"10.3390\/en10040540"},{"key":"e_1_2_11_147_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1876-3804(11)60028-1"},{"key":"e_1_2_11_148_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jngse.2015.04.022"},{"key":"e_1_2_11_149_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcou.2017.04.013"},{"key":"e_1_2_11_150_1","doi-asserted-by":"crossref","unstructured":"KolleJJ.. Coiled\u2010tubing drilling with supercritical carbon dioxide. SPE\/CIM International Conference on Horizontal Well Technology;2000; Calgary AB Canada.","DOI":"10.2118\/65534-MS"},{"key":"e_1_2_11_151_1","doi-asserted-by":"crossref","unstructured":"GuptaAP GuptaA LanglinaisJ.. Feasibility of supercritical carbon dioxide as a drilling fluid for deep underbalanced drilling operation. SPE Annual Technical Conference and Exhibition;2005; Dallas TX.","DOI":"10.2523\/96992-MS"},{"key":"e_1_2_11_152_1","doi-asserted-by":"crossref","unstructured":"ClarkRK BickhamKL.. A mechanistic model for cuttings transport. SPE Annual Technical Conference and Exhibition;1994; New Orleans LA.","DOI":"10.2118\/28306-MS"},{"key":"e_1_2_11_153_1","doi-asserted-by":"crossref","unstructured":"FordJT PedenJM OyeneyinMB GaoE ZarroughR.. Experimental investigation of drilled cuttings transport in inclined boreholes. SPE Annual Technical Conference and Exhibition;1990; New Orleans LA.","DOI":"10.2523\/20421-MS"},{"key":"e_1_2_11_154_1","doi-asserted-by":"crossref","unstructured":"ZhouL AhmedRM MiskaSZ TakachNE YuM PickellMB. Experimental study of aerated mud flows under horizontal borehole conditions. SPE\/ICoTA Coiled Tubing Conference and Exhibition;2004; Houston TX.","DOI":"10.2523\/89531-MS"},{"key":"e_1_2_11_155_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jngse.2016.07.029"},{"key":"e_1_2_11_156_1","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/486423"},{"key":"e_1_2_11_157_1","unstructured":"OsgoueiRE.. Determination of cuttings transport properties of gasified drilling fluids [Doctoral thesis]. Ankara Turkey: Department of Petroleum and Natural gas engineering Middle East Technical University;2010."},{"key":"e_1_2_11_158_1","doi-asserted-by":"publisher","DOI":"10.2174\/1874834101306010064"},{"key":"e_1_2_11_159_1","doi-asserted-by":"publisher","DOI":"10.2174\/1876973X01306010023"},{"key":"e_1_2_11_160_1","doi-asserted-by":"crossref","unstructured":"Garcia\u2010HernandezAJ MiskaSZ YuM TakachNE ZettnerCM.. Determination of cuttings lag in horizontal and deviated wells. SPE Annual Technical Conference and Exhibition;2007; Anaheim CA.","DOI":"10.2118\/109630-MS"},{"key":"e_1_2_11_161_1","doi-asserted-by":"crossref","unstructured":"GulS KuruE ParlaktunaM.. Experimental investigation of cuttings transport in horizontal wells using aerated drilling fluids. Abu Dhabi International Petroleum Exhibition & Conference;2017; Abu Dhabi UAE.","DOI":"10.2118\/188901-MS"},{"key":"e_1_2_11_162_1","doi-asserted-by":"publisher","DOI":"10.2118\/03-10-06"},{"key":"e_1_2_11_163_1","doi-asserted-by":"crossref","unstructured":"OsundeO KuruE.. Numerical modelling of cuttings transport with foam in inclined wells. Canadian International Petroleum Conference;2006; Petroleum Society of Canada Calgary AB Canada.","DOI":"10.2118\/2006-071"},{"key":"e_1_2_11_164_1","doi-asserted-by":"crossref","unstructured":"NguyenD RahmanSS.. A three\u2010layer hydraulic program for effective cuttings transport and hole cleaning in highly deviated and horizontal wells. SPE\/IADC Asia Pacific Drilling Technology;1996; Kuala Lumpur Malaysia.","DOI":"10.2118\/36383-MS"},{"key":"e_1_2_11_165_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2010.05.020"},{"key":"e_1_2_11_166_1","doi-asserted-by":"crossref","unstructured":"PrasunS GhalamborA.. Transient cuttings transport with foam in horizontal wells\u2014a numerical simulation study for applications in depleted reservoirs. SPE International Conference and Exhibition on Formation Damage Control;2018; Lafayette LA.","DOI":"10.2118\/189472-MS"},{"key":"e_1_2_11_167_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2017.11.028"},{"key":"e_1_2_11_168_1","doi-asserted-by":"publisher","DOI":"10.3390\/en12030336"},{"key":"e_1_2_11_169_1","doi-asserted-by":"publisher","DOI":"10.2118\/85061-PA"},{"key":"e_1_2_11_170_1","volume-title":"Advanced Cuttings Transport Study","author":"Miska S","year":"2004"},{"key":"e_1_2_11_171_1","doi-asserted-by":"crossref","unstructured":"LiJ LuftB.. Overview solids transport study and application in oil\u2010gas industry\u2010theoretical work. International Petroleum Technology Conference;2014; Kuala Lumpur Malaysia.","DOI":"10.2523\/IPTC-17832-MS"},{"key":"e_1_2_11_172_1","doi-asserted-by":"crossref","unstructured":"FalconeG TeodoriuC ReinickeKM BelloOO.. Multiphase flow modelling based on experimental testing: a comprehensive overview of research facilities worldwide and the need for future developments. SPE Annual Technical Conference and Exhibition;2007; Anaheim CA.","DOI":"10.2523\/110116-MS"},{"key":"e_1_2_11_173_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2017.06.063"},{"key":"e_1_2_11_174_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2019.04.086"},{"key":"e_1_2_11_175_1","doi-asserted-by":"crossref","unstructured":"KatendeA BoyouNV IsmailI et al. Improving the performance of oil based mud and water based mud in a high temperature hole using nanosilica nanoparticles. Colloids and Surfaces A: Physicochemical and Engineering Aspects;2019.","DOI":"10.1016\/j.colsurfa.2019.05.088"},{"key":"e_1_2_11_176_1","doi-asserted-by":"crossref","unstructured":"AdariRB MiskaS KuruE BernP SaasenA.. Selecting drilling fluid properties and flow rates for effective hole cleaning in high\u2010angle and horizontal wells. SPE Annual Technical Conference and Exhibition;2000; Dallas TX.","DOI":"10.2118\/63050-MS"},{"key":"e_1_2_11_177_1","doi-asserted-by":"crossref","unstructured":"AltindalMC OzbayogluE MiskaS YuM TakachN MayR.. Impact of viscoelastic characteristics of oil based muds\/synthetic based muds on cuttings settling velocities. ASME 2017 36th International Conference on Ocean Offshore and Arctic Engineering;2017; Trondheim Norway.","DOI":"10.1115\/OMAE2017-62129"},{"key":"e_1_2_11_178_1","unstructured":"CorredorFER BizhaniM KuruE.. A comparative study of hole cleaning performance\u2014water versus drag reducing fluid. ASME 2014 33rd International Conference on Ocean Offshore and Arctic Engineering;2014; San Francisco CA."},{"key":"e_1_2_11_179_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2018.01.075"},{"key":"e_1_2_11_180_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jngse.2018.11.012"},{"key":"e_1_2_11_181_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12206-013-0952-7"},{"key":"e_1_2_11_182_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2017.08.069"},{"key":"e_1_2_11_183_1","doi-asserted-by":"publisher","DOI":"10.1115\/1.4027452"},{"key":"e_1_2_11_184_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2009.12.002"},{"key":"e_1_2_11_185_1","unstructured":"YtrehusJD LundB TaghipourA et al. Cuttings bed removal in deviated wells. ASME 2018 37th International Conference on Ocean Offshore and Arctic Engineering;2018; Madrid Spain."},{"key":"e_1_2_11_186_1","doi-asserted-by":"crossref","unstructured":"SanchezRA AzarJJ BassalAA MartinsAL.. The effect of drillpipe rotation on hole cleaning during directional well drilling. SPE\/IADC Drilling Conference;1997; Amsterdam the Netherlands.","DOI":"10.2118\/37626-MS"},{"key":"e_1_2_11_187_1","doi-asserted-by":"crossref","unstructured":"LiJ WalkerS AitkenB.. How to efficiently remove sand from deviated wellbores with a solids transport simulator and a coiled tubing cleanout tool. SPE Annual Technical Conference and Exhibition;2002; San Antonio TX.","DOI":"10.2118\/77527-MS"},{"key":"e_1_2_11_188_1","doi-asserted-by":"publisher","DOI":"10.2118\/171740-PA"},{"key":"e_1_2_11_189_1","doi-asserted-by":"crossref","unstructured":"WangZ ZhaiY HaoX GuoX SunL.. Numerical simulation on three\u2010layer dynamic cutting transport model and its application on extended reach drilling. SPE\/IADC Asia Pacific Drilling Technology Conference and Exhibition;2010; Ho Chi Minh City Vietnam.","DOI":"10.2118\/134306-MS"},{"key":"e_1_2_11_190_1","doi-asserted-by":"publisher","DOI":"10.2118\/11723-PA"},{"key":"e_1_2_11_191_1","doi-asserted-by":"publisher","DOI":"10.2118\/15417-PA"},{"key":"e_1_2_11_192_1","doi-asserted-by":"crossref","unstructured":"NaganawaS NomuraT.. Simulating transient behavior of cuttings transport over whole trajectory of extended reach well. SPE\/IADC Asia Pacific Drilling Technology Conference and Exhibition;2006; Bangkok Thailand.","DOI":"10.2118\/103923-MS"},{"key":"e_1_2_11_193_1","doi-asserted-by":"crossref","unstructured":"ChenZ DuanM MiskaSZ YuM AhmedRM HallmanJH. Hydraulic predictions for polymer\u2010thickened foam flow in horizontal and directional wells. SPE\/IADC Drilling Conference;2007; Amsterdam The Netherlands.","DOI":"10.2118\/105583-MS"},{"key":"e_1_2_11_194_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1001-6058(08)60169-9"},{"key":"e_1_2_11_195_1","doi-asserted-by":"publisher","DOI":"10.1115\/1.3231247"},{"key":"e_1_2_11_196_1","doi-asserted-by":"crossref","unstructured":"SantanaM MartinsAL SalesJrA.. Advances in the modeling of the stratified flow of drilled cuttings in high horizontal wells. SPE International Petroleum Conference and Exhibition of Mexico;1998.","DOI":"10.2118\/39890-MS"},{"key":"e_1_2_11_197_1","doi-asserted-by":"publisher","DOI":"10.2118\/136689-PA"},{"key":"e_1_2_11_198_1","doi-asserted-by":"publisher","DOI":"10.2118\/81412-MS"},{"key":"e_1_2_11_199_1","doi-asserted-by":"crossref","unstructured":"LuoY BernPA ChambersBD.. Flow\u2010rate predictions for cleaning deviated wells. SPE\/IADC Drilling Conference;1992; New Orleans LA.","DOI":"10.2118\/23884-MS"},{"key":"e_1_2_11_200_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pecs.2012.10.003"},{"key":"e_1_2_11_201_1","doi-asserted-by":"crossref","unstructured":"BilgesuHI AliMW AminianK AmeriS.. Computational fluid dynamics (CFD) as a tool to study cutting transport in wellbores. SPE Eastern Regional Meeting;2002; Lexington KY.","DOI":"10.2118\/78716-MS"},{"key":"e_1_2_11_202_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2015.12.026"},{"key":"e_1_2_11_203_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2017.06.059"},{"key":"e_1_2_11_204_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apt.2017.01.020"},{"key":"e_1_2_11_205_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.powtec.2018.01.065"},{"key":"e_1_2_11_206_1","unstructured":"YilmazD.. Discrete phase simulations of drilled cuttings transport process in highly deviated wells [doctoral thesis]. Agricultural and Mechanical College Louisiana State University."},{"key":"e_1_2_11_207_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2017.05.012"},{"key":"e_1_2_11_208_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2012.11.009"},{"issue":"2","key":"e_1_2_11_209_1","first-page":"129","article-title":"CFD calculations of cuttings transport through drilling annuli at various angles","volume":"6","author":"Mme U","year":"2012","journal-title":"Int J Petrol Sci Technol"},{"key":"e_1_2_11_210_1","doi-asserted-by":"crossref","unstructured":"IgnatenkoY GavrilovA BocharovO MayR.. Simulation of steady\u2010state cuttings transport through a horizontal annulus channel. EPJ Web of Conferences; EDP Sciences;2019; 196 00011.","DOI":"10.1051\/epjconf\/201919600011"},{"key":"e_1_2_11_211_1","doi-asserted-by":"crossref","unstructured":"IgnatenkoY BocharovO GavrilovA MayR.. Steady\u2010state cuttings transport simulation in horizontal borehole annulus. ASME 2018 37th International Conference on Ocean Offshore and Arctic Engineering;2018; Madrid Spain.","DOI":"10.1115\/OMAE2018-77266"},{"key":"e_1_2_11_212_1","doi-asserted-by":"publisher","DOI":"10.1080\/02726351003792914"},{"key":"e_1_2_11_213_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2019.09.013"},{"key":"e_1_2_11_214_1","doi-asserted-by":"publisher","DOI":"10.2118\/163492-PA"},{"key":"e_1_2_11_215_1","doi-asserted-by":"crossref","unstructured":"CayeuxE DaireauxB DvergsnesEW SaelevikG ZidanM.. An early warning system for identifying drilling problems: an example from a problematic drill\u2010out cement operation in the north sea. SPE\/IADC Drilling Conference and Exhibition;2012; San Diego CA.","DOI":"10.2118\/150942-MS"},{"key":"e_1_2_11_216_1","doi-asserted-by":"crossref","unstructured":"CayeuxE DaireauxB.. Early detection of drilling conditions deterioration using real\u2010time calibration of computer models: field example from North Sea drilling operations. SPE\/IADC Drilling Conference and Exhibition;2009; Amsterdam The Netherlands.","DOI":"10.2118\/119435-MS"},{"key":"e_1_2_11_217_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2017.02.008"},{"key":"e_1_2_11_218_1","doi-asserted-by":"publisher","DOI":"10.2118\/178888-PA"},{"key":"e_1_2_11_219_1","doi-asserted-by":"publisher","DOI":"10.2118\/185165-PA"},{"key":"e_1_2_11_220_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jngse.2017.09.005"},{"key":"e_1_2_11_221_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11633-017-1068-9"},{"key":"e_1_2_11_222_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.paerosci.2018.10.001"},{"key":"e_1_2_11_223_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-fluid-010518-040547"},{"key":"e_1_2_11_224_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40571-015-0090-3"},{"key":"e_1_2_11_225_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.softx.2016.04.004"},{"key":"e_1_2_11_226_1","doi-asserted-by":"publisher","DOI":"10.2118\/187948-PA"},{"key":"e_1_2_11_227_1","first-page":"89","article-title":"Fluid flow through packed columns","volume":"48","author":"Ergun S","year":"1952","journal-title":"Chem Eng Prog"}],"container-title":["AIChE Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/aic.16842","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/aic.16842","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/aiche.onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/aic.16842","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T22:52:12Z","timestamp":1759877532000},"score":1,"resource":{"primary":{"URL":"https:\/\/aiche.onlinelibrary.wiley.com\/doi\/10.1002\/aic.16842"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,26]]},"references-count":226,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,4]]}},"alternative-id":["10.1002\/aic.16842"],"URL":"https:\/\/doi.org\/10.1002\/aic.16842","archive":["Portico"],"relation":{},"ISSN":["0001-1541","1547-5905"],"issn-type":[{"value":"0001-1541","type":"print"},{"value":"1547-5905","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11,26]]},"assertion":[{"value":"2019-07-03","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-10-12","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-11-26","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e16842"}}