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Keywords: data analytic
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Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 26–29, 2020
Paper Number: SPE-201660-MS
... completion techniques. Private production and completion data were analyzed and combined with well log analysis in conjunction with data analytics tools. This case study explores a new strategy to drawdown producing wells within the Anadarko basin to achieve ultimate ROI. We perform data analytics utilizing...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-195910-MS
... conditions, and different economic drivers. In this study, an integrated workflow is developed and applied for co-development of multiple targets in Permian unconventional reservoirs. In this workflow, the field pilot and trial measurements, Microseismic, geochemistry measurement, data analytics, detailed...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 9–11, 2017
Paper Number: SPE-187445-MS
... and whether the bit wear is caused by formation change. This work proposes an adaptive data analytics algorithm. This algorithm decomposes the continuously entered incremental ROP data that come in the form of wellsite information transfer standard markup language (WITSML), at each depth into its intrinsic...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 9–11, 2017
Paper Number: SPE-187429-MS
... and defines the key components of the production system, their relationships, measurement entities and methods of calculation. It then details the analytical methods for TP forecasts. machine learning Modeling & Simulation production forecasting Drillstem Testing data analytic drillstem/well...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, September 26–28, 2016
Paper Number: SPE-181388-MS
... their massive data. This can be through spotting trends, recognize patterns and detect correlation for prediction and forecasting. Data analytics is a key building block to enable next generation Integrated Operations that requires capabilities beyond the business intelligence and dashboards. Table 1 shows...
Proceedings Papers

Paper presented at the SPE Annual Technical Conference and Exhibition, October 30–November 2, 2011
Paper Number: SPE-145293-MS
....). ii) Support from local expert engineering staff: Rotating equipment condition monitoring to proactively identify impending failures and schedule maintenance accordingly (Reliability Centered Maintenance - RCM) aided by smart data analytics; Flow assurance support regarding hydrates, corrosion...

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