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Keywords: historical production data
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Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 26–28, 2021
Paper Number: URTEC-2021-5687-MS
... machine learning artificial intelligence production forecasting deep learning coordinate information us government complex reservoir forecast model production data historical production data multiple flow regime fluid property transfer learning upstream oil & gas prediction...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 22–24, 2019
Paper Number: URTEC-2019-264-MS
..., the two methods forecasted almost the same volume. HRE tended to over-estimate future production by an average of 32%, whereas the model on average under-estimated by only 5%. HRE was better at predicting wells with fewer than 4 months of historical production data and those that had not reached peak...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, August 1–3, 2016
Paper Number: URTEC-2461289-MS
... depletion and analyze historical production data. The outcome of the model focuses on a few primary input parameters that are dedicated to predicting future production and quickly analyzing the parametric effects and economic value of fracture-stimulated condensate reservoirs. The model is validated using...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 20–22, 2015
Paper Number: URTEC-2155770-MS
... Asset Model estimation process database historical production data permeability initial reservoir pressure CBR spe-178646-m urtec reservoir parameter Artificial Intelligence Brule , M. R. ( 2013 ). Big Data in Exploration and Production : Real-Time Adaptive Analytics and Data...

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