Data mining/analysis

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Data mining, filtering, sorting, clustering and computing by AI for business analytics dashboard with charts." width="850" height="566" data-src="https://assets.spe.org/dims4/default/d04ea98/2147483647/strip/true/crop/2209x1471+0+0/resize/850x566!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2Ffd%2F7d%2F9e12c6404853b5ee16893199b8e8%2Fjpt-2024-10-guested-gi-1491210196.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoLarge" > </a> </div> <div class="PromoC-content"> <div class="PromoC-category"> <a class="Link" href="https://jpt.spe.org/topic/data-analytics" data-cms-ai="0" >Data & Analytics</a> </div> <div class="PromoC-title"> <a class="Link" href="https://jpt.spe.org/guest-editorial-turning-old-data-into-new-insights-for-better-outcomes" data-cms-ai="0" >Guest Editorial: Turning Old Data Into New Insights for Better Outcomes </a> </div> <div class="PromoC-description">The industry’s vast untapped data resources have the potential to change how our industry works—if we can piece it together.</div> <div class="PromoC-footer"> <div class="PromoC-by-line">October 1, 2024 • Jamie Cruise • <a href="http://www.spe.org/publications/subscribe.php" class="PromoC-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </div> </div> <div class="ListG-items-column"> <div class="ListG-items-item"> <div class="PromoB"data-content-type="article" data-image-align="top" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Production-Enhancement-Candidate Screening Powered by ML Unlocks Brownfield Potential " href="https://jpt.spe.org/production-enhancement-candidate-screening-powered-by-ml-unlocks-brownfield-potential-restricted" data-cms-ai="0" > <img class="Image" alt="Effect of PECGS implementation for WBWR." width="320" height="180" data-src="https://assets.spe.org/dims4/default/bee3dbd/2147483647/strip/true/crop/850x478+0+43/resize/320x180!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F62%2F27%2F9b862c7c42bdac403f00ab91c5f1%2Fjpt-2024-10-da215244.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoMediumShort" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/data-mining-analysis" data-cms-ai="0" >Data mining/analysis</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/production-enhancement-candidate-screening-powered-by-ml-unlocks-brownfield-potential-restricted" data-cms-ai="0" >Production-Enhancement-Candidate Screening Powered by ML Unlocks Brownfield Potential </a> </div> <div class="PromoB-description">This paper presents the processes of identifying production enhancement opportunities, as well as the methodology used to identify underperforming candidates and analyze well-integrity issues, in a brownfield offshore Malaysia.</div> <div class="PromoB-footer"> <span class="PromoB-lock"> <svg><use xlink:href="#lock"></use></svg><span class="sr-only">Locked</span> </span> <div class="PromoB-by-line">October 1, 2024 • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </div> <div class="ListG-items-item"> <div class="PromoB"data-content-type="article" data-image-align="top" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Automatic Determination of Cuttings and Cavings Properties for Hole Cleaning and Wellbore Stability Assessment Using a Laser-Based Sensor" href="https://jpt.spe.org/automatic-determination-of-cuttings-and-cavings-properties-for-hole-cleaning-and-wellbore-stability-assessment-using-a-laser-based-sensor" data-cms-ai="0" > <img class="Image" alt="217736_hero.jpg" width="320" height="180" data-src="https://assets.spe.org/dims4/default/44241a6/2147483647/strip/true/crop/756x425+0+0/resize/320x180!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F22%2Fcc%2Fb40780ff4a7a959fc4ade072866c%2F217736-hero.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoMediumShort" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/drilling" data-cms-ai="0" >Drilling </a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/automatic-determination-of-cuttings-and-cavings-properties-for-hole-cleaning-and-wellbore-stability-assessment-using-a-laser-based-sensor" data-cms-ai="0" >Automatic Determination of Cuttings and Cavings Properties for Hole Cleaning and Wellbore Stability Assessment Using a Laser-Based Sensor</a> </div> <div class="PromoB-description">This paper proposes a holistic, automatic, and real-time characterization of cuttings/cavings, including their volume, size distribution, and shape/morphology, while integrating 3D data with high-resolution images to pursue this objective for use in the real-time assessment of hole cleaning sufficiency and wellbore stability and, consequently, for the prediction, prev…</div> <div class="PromoB-footer"> <div class="PromoB-by-line">September 26, 2024 • SPE Journal • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </div> </div> </div> </div> <div class="RichTextModule"> <div class="RichTextModule-items RichTextBody"><p><hr style="width:100%"></hr style="width:100%"></p></div> </div> <div class="OneColumnContainer"> <div class="OneColumnContainer-row"> <div class="OneColumnContainer-column"> <ps-list-pagination> <div class="ListE ListE-Pagination"> <div class="ListE-header" data-no-title> </div> <ul class="ListE-items"> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Integration of Real-Time Monitoring and Data Analytics To Mitigate Sand Screenouts During Fracturing Operations" href="https://jpt.spe.org/integration-of-real-time-monitoring-and-data-analytics-to-mitigate-sand-screenouts-during-fracturing-operations" data-cms-ai="0" > <img class="Image" alt="Fracking Diagram" width="365" height="204" data-src="https://assets.spe.org/dims4/default/a1abad2/2147483647/strip/true/crop/764x427+0+0/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F60%2F3c%2F32f5b7ff498d8353866dc3114fac%2Fscreenout.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/data-analytics" data-cms-ai="0" >Data & Analytics</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/integration-of-real-time-monitoring-and-data-analytics-to-mitigate-sand-screenouts-during-fracturing-operations" data-cms-ai="0" >Integration of Real-Time Monitoring and Data Analytics To Mitigate Sand Screenouts During Fracturing Operations</a> </div> <div class="PromoB-description">A self-updating and customizable data-driven strategy for real-time monitoring and management of screenout, integrated with proppant filling index and safest fracturing pump rate, is proposed to improve operational safety and efficiency at field scale.</div> <div class="PromoB-footer"> <div class="PromoB-by-line">July 9, 2024 • SPE Journal • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Well-Candidate-Recognition Solution Offers Time Savings, Production Enhancement" href="https://jpt.spe.org/well-candidate-recognition-solution-offers-time-savings-production-enhancement" data-cms-ai="0" > <img class="Image" alt="Inputs for the WCR system." width="365" height="204" data-src="https://assets.spe.org/dims4/default/fed3f01/2147483647/strip/true/crop/850x475+0+45/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F8a%2F3d%2F3a6645014ecb9a26adadb2bd4b6c%2Fjpt-2024-05-io213329f1.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/digital-oilfield" data-cms-ai="0" >Digital oilfield</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/well-candidate-recognition-solution-offers-time-savings-production-enhancement" data-cms-ai="0" >Well-Candidate-Recognition Solution Offers Time Savings, Production Enhancement</a> </div> <div class="PromoB-description">This paper addresses the challenges of integrating huge amounts of data and developing model frameworks and systematic workflows to identify opportunities for production enhancement by choosing the best candidate wells.</div> <div class="PromoB-footer"> <span class="PromoB-lock"> <svg><use xlink:href="#lock"></use></svg><span class="sr-only">Locked</span> </span> <div class="PromoB-by-line">May 1, 2024 • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Data Science Has Exploded Across the Industry Over the Past 75 Years" href="https://jpt.spe.org/data-science-has-exploded-across-the-industry-over-the-past-75-years" data-cms-ai="0" > <img class="Image" alt="jpt-2024-04-annivdata-hero.jpg" width="365" height="204" data-src="https://assets.spe.org/dims4/default/ecf72aa/2147483647/strip/true/crop/850x475+0+45/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F96%2Feb%2F2482878b4c2c884f14d968da0ba1%2Fjpt-2024-04-annivdata-hero.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/data-analytics" data-cms-ai="0" >Data & Analytics</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/data-science-has-exploded-across-the-industry-over-the-past-75-years" data-cms-ai="0" >Data Science Has Exploded Across the Industry Over the Past 75 Years</a> </div> <div class="PromoB-description">From the first supercomputer to generative AI, JPT has followed the advancement of digital technology in the petroleum industry. As the steady march of innovation continues, four experts give their views on the state and future of data science in the industry.</div> <div class="PromoB-footer"> <div class="PromoB-by-line">April 1, 2024 • Adam Wilson • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="AI-Based System Automates Textual Classification of Daily Drilling Reports" href="https://jpt.spe.org/ai-based-system-automates-textual-classification-of-daily-drilling-reports" data-cms-ai="0" > <img class="Image" alt="Example of processing multiple sentences and how each token is represented." width="365" height="204" data-src="https://assets.spe.org/dims4/default/01cd95a/2147483647/strip/true/crop/1028x575+0+55/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2Fe8%2F43%2F027df9e944f4b04359f1484e88e1%2Fjpt-2024-02-sai32978f1.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/drilling-automation" data-cms-ai="0" >Drilling automation</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/ai-based-system-automates-textual-classification-of-daily-drilling-reports" data-cms-ai="0" >AI-Based System Automates Textual Classification of Daily Drilling Reports</a> </div> <div class="PromoB-description">This paper presents an approach for automatic daily-drilling-report classification that incorporates new techniques of artificial intelligence.</div> <div class="PromoB-footer"> <span class="PromoB-lock"> <svg><use xlink:href="#lock"></use></svg><span class="sr-only">Locked</span> </span> <div class="PromoB-by-line">February 1, 2024 • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Holistic Approach Uses Electromagnetic Tools, LWD Data To Improve Reservoir Understanding" href="https://jpt.spe.org/holistic-approach-uses-electromagnetic-tools-lwd-data-to-improve-reservoir-understanding" data-cms-ai="0" > <img class="Image" alt="Superimposed on the 3D inversion results is a sketch of denser layers" width="365" height="204" data-src="https://assets.spe.org/dims4/default/bd50fc6/2147483647/strip/true/crop/850x475+0+45/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F0f%2Fa9%2F4313a10f4df99d083ce55a798453%2Fjpt-2024-1-dda215519.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/formation-evaluation" data-cms-ai="0" >Formation evaluation</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/holistic-approach-uses-electromagnetic-tools-lwd-data-to-improve-reservoir-understanding" data-cms-ai="0" >Holistic Approach Uses Electromagnetic Tools, LWD Data To Improve Reservoir Understanding</a> </div> <div class="PromoB-description">The authors of this paper describe an approach in which all available technologies are combined to improve understanding of reservoir depositional environments.</div> <div class="PromoB-footer"> <span class="PromoB-lock"> <svg><use xlink:href="#lock"></use></svg><span class="sr-only">Locked</span> </span> <div class="PromoB-by-line">January 1, 2024 • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Machine-Learning-Based Solution Predicts Fluid Properties for Gas-Injection Data" href="https://jpt.spe.org/machine-learning-based-solution-predicts-fluid-properties-for-gas-injection-data" data-cms-ai="0" > <img class="Image" alt="ML work flow." width="365" height="204" data-src="https://assets.spe.org/dims4/default/9ed0836/2147483647/strip/true/crop/850x475+0+45/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F15%2F0b%2F7a6a30ba473a83c512be732b47ab%2Fjpt-2024-01-eor211080.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/enhanced-recovery" data-cms-ai="0" >Enhanced recovery</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/machine-learning-based-solution-predicts-fluid-properties-for-gas-injection-data" data-cms-ai="0" >Machine-Learning-Based Solution Predicts Fluid Properties for Gas-Injection Data</a> </div> <div class="PromoB-description">The authors of this paper present a machine-learning-based solution that predicts pertinent gas-injection studies from known fluid properties such as fluid composition and black-oil properties.</div> <div class="PromoB-footer"> <span class="PromoB-lock"> <svg><use xlink:href="#lock"></use></svg><span class="sr-only">Locked</span> </span> <div class="PromoB-by-line">January 1, 2024 • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Experimental Data-Analysis Methods Analyze Multiphase-Flow Data Sets" href="https://jpt.spe.org/experimental-data-analysis-methods-analyze-multiphase-flow-data-sets" data-cms-ai="0" > <img class="Image" alt="2-D discrepancy plot of TUFFP Unified model pressure drop predictions on HP dataset" width="365" height="204" data-src="https://assets.spe.org/dims4/default/6413646/2147483647/strip/true/crop/850x475+0+23/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F94%2F72%2Fded47c8347699223d00b761f2bec%2Fjpt-2023-11-fa32170hero.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/flow-assurance" data-cms-ai="0" >Flow assurance</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/experimental-data-analysis-methods-analyze-multiphase-flow-data-sets" data-cms-ai="0" >Experimental Data-Analysis Methods Analyze Multiphase-Flow Data Sets</a> </div> <div class="PromoB-description">In this paper, the authors present data analyses to comprehensively evaluate the performance of a steady-state multiphase-flow point model in predicting high-pressure, near-horizontal data from independent experiments.</div> <div class="PromoB-footer"> <span class="PromoB-lock"> <svg><use xlink:href="#lock"></use></svg><span class="sr-only">Locked</span> </span> <div class="PromoB-by-line">November 1, 2023 • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Data Analytics Enables Reconstruction of Missing Segments in Well Data History " href="https://jpt.spe.org/data-analytics-enables-reconstruction-of-missing-segments-in-well-data-history" data-cms-ai="0" > <img class="Image" alt="Norne Field overview." width="365" height="204" data-src="https://assets.spe.org/dims4/default/20878c2/2147483647/strip/true/crop/850x475+0+45/resize/365x204!/quality/90/?url=http%3A%2F%2Fspe-brightspot.s3.us-east-2.amazonaws.com%2F43%2Ff3%2Fecc7935643b4b91eacfb832ba3b4%2Fjpt-2023-10-da208137.jpg" data-lazy-load="true" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw=="data-image-size="promoSearch" > </a> </div> <div class="PromoB-category"> <a class="Link" href="https://jpt.spe.org/topic/data-mining-analysis" data-cms-ai="0" >Data mining/analysis</a> </div> <div class="PromoB-title"> <a class="Link" href="https://jpt.spe.org/data-analytics-enables-reconstruction-of-missing-segments-in-well-data-history" data-cms-ai="0" >Data Analytics Enables Reconstruction of Missing Segments in Well Data History </a> </div> <div class="PromoB-description">The authors of this paper describe a procedure that enables fast reconstruction of the entire production data set with multiple missing sections in different variables.</div> <div class="PromoB-footer"> <span class="PromoB-lock"> <svg><use xlink:href="#lock"></use></svg><span class="sr-only">Locked</span> </span> <div class="PromoB-by-line">October 1, 2023 • <a href="http://www.spe.org/publications/subscribe.php" class="PromoB-publication" data-cms-ai="0">Journal of Petroleum Technology</a> </div> </div> </div> </div> </li> <li class="ListE-items-item"> <div class="PromoB"data-content-type="article" data-image-align="right" data-image-size=> <div class="PromoB-content"> <div class="PromoB-media"> <a class="Link" aria-label="Trust in AI for HSE " href="https://jpt.spe.org/trust-in-ai-for-hse" data-cms-ai="0" > <img class="Image" alt="Industrial technology concept. 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