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92                                        Intelligent Digital Oil and Gas Fields


          Table 3.2 Raw Data Frequency and Down Sampling Data for Production and Reservoir
          Engineering Studies
                                          Down Sampling  Engineer Study and
          Raw Data    Natural Data Frequency and Summarizing Evaluation
          CHP, THP,   Every second for    Few seconds    Real-time production
            FLP         orifice, Venturi, and              and pump
            Q g , Q o ,  temperature-pressure              monitoring; flow
            Q w ,DTS    gauges, etc.                       profiles
                        Few seconds for   1min           Generate warning
                        turbine, vortex                    message if pump
                        meters                             values are deviated
                        Few minutes for   1h             Generate alarm if
                        Coriolis and MPF                   production issues
                        meters                             persist for >1h
                                          1day           Well performance
                                                           (nodal analysis),
                                                           RTA, DCA, etc.
                                          1week
                                          1month         DCA, MBE, 3D
                                                           numerical model,
                                                           economic analysis
                                          1year          Financial calculations
          Downhole    Deciseconds         No down        PTA
            BHP-BHT                         sampling       RTA
                                            1h
          Downhole    Deciseconds                        Fracture diagnostics;
            DAS                                            proppant
                                                           placement;
                                                           multiphase flow in
                                                           tubing
          With contributions from Doug Johnson.




             total rates of the day and are used for allocation and decline curve analysis
             (DCA). Wellhead pressure is taken before and at the end of the test.
          •  Intermediate frequency data. The pressure, temperature, gas, oil, water rate
             data are taken every hour and then summarized to daily averages. In this
             category, the hourly to daily formats are suitable to perform RTA, allo-
             cation, and early time DCA, which depends strongly on independent
             measurement of oil, water, and gas per hour. In at intermediate frequen-
             cies, the data relies rely on constant calibration of pressure gauges and
             flowmeters.
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