Page 207 - Intelligent Digital Oil And Gas Fields
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Workflow Automation and Intelligent Control                  161




                       with  No  only  Manual  Needs  using  to  1–7days  using  to  ahead  change  setting  issue  an


              Actions  Reactive  delays.  action,  informing  Reactive.  actions.  approvals  Proactive,  physics  predict  ahead  Proactive,  physics  predict  1–90days  Passive;  control  before  happens



                                    model  and  A¼B  model:  to  app  and  data-driven  and  data-driven


              Model    Data-info    Logical  (if  B>C,  then…)  Physic  using  calculate  value  Physics  models  Physics  models


                 in    in           process,  but        find             and
                 data  data           B  not         and  to   coupled    integration  (IAM)

              Integration  Production  silos  Production  silos  chain  Value  affects  A  does  B  A  affect  Production,  reservoir  geologist  integrated  causes  Losses  integration  Full  closed-loop  process







                 email  report  printing  Perform  Compare  KPI.  from  analyzing:  why  causes  is  Data  targets.  between  term  short  using behavior  data  object  Predict Advising:  production  analysis  time  real



            Workflow  Activities  and  through  data  or  system  describe:  and  production  targets  to  actuals  automatically  data  processes  B  to  and  for  looking  production  from  different  synchronized  B  and  Predict  production  single  on  statistic  and  term  using behavior  multivariable  in Optimization


            Automated  Tasks  Send  Report  Pass  A  Diagnosing  actual  is  A  Predicting:  Predicting  long




            an  Frequency  on  or   daily          daily
            of   Monthly  demand  to  monthly  to  to          time       time
            Complexities  Data  Daily  Hour        Hour        Real       Real




            of              happened)                  (What
            Level  Workflow             (controlled;Why  happen?)  happen?)  (cognitive)

            5.2          Semi-automated  (What  Automated  it  Automated  (autonomous,  (self-control)
            Table  Level  Manual  II  III.A  did   III.B  will  IV.A  Smart  IV.B  Smart
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