Page 161 - Intelligent Digital Oil And Gas Fields
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                                                    Intelligent Digital Oil and Gas Fields
                                       production, EUR
                                     Cumulative
                                        or NPV
                                                 Proppant mass
                                                     Proppant concentration
                                                         Proppant type
                                        Well PI ratio
                                            Slurry volume
                        Fracture height
                     Fracture helf-length
                                    Fracture conductivity
                            Fracture top
                                Fracture bottom
                                                                (B)
                                                                  neural  con-  by  linked  nodes network showing  layer,  hidden  single  a  with network  res-  gas unconventional  in fracturing hydraulic  of optimization  the  for developed  in Analytics  Data  of  Use  Efficient  2015.  S.S., Erdogan,  A.,  Tiwari,  K.,  Urrutia,  A., http
                                                                  simple  variables  Abdullayev,
                                                Backward activation flow
                                                                  (A)  S.,  Unconventional
                                        Node    Arc               models:  input  ten  Purwar,  in
             OUTPUT PATTERN                                    INPUT PATTERN  ANN  of structures  with  model  C.,  Temizel,  Fracturing
                              Output layer  Hidden layer  Input layer  Schematic  ANN  (B)  and  from (Modified  Hydraulic  of




                                                                  4.8  arcs  Optimization
                                                                (A)  Fig.  necting  ervoirs.
                                               Forward activation flow
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