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24                                        Intelligent Digital Oil and Gas Fields


          improvements. The assessment quantified an overall benefit of $5 per oil
          barrel when the crude oil price was $30 per STB. The Smart Field program
          contributed to an additional production of 70,000STB/d. Reduction in
          capital expenditure (CAPEX) was estimated at $800 million. After successful
          implementation of the Smart field program, Shell implemented worldwide
          an integrated production system model (IPSM) that models and tracks pro-
          duction problems, such as pipeline bottlenecking, well with solid intake,
          erosional choke, electric submersible pump (ESP) downtime, and separator
          pressure issues.


          1.6.3.2 Field of the Future
          BP (2017a,b) stated that in 2007 its Field of the Future (FoF) program deli-
          vered between 30 and 50MBOE/D of gross production. BP has installed
          1750km of submarine fiber optic cable, linking its subsea wells to its world-
          wide operations. The company has set up a dedicated big data and analytics
          innovation laboratory in its Center for High-Performance Computing
          (CHPC) in Houston. BP also has invested significant engineering effort
          and CAPEX to apply digital technologies to model hydrocarbon flow in
          its Gulf of Mexico (GoM) facilities to add more production at lower cost
          per barrel. BP’s Model-Based Operational Support (MBOS) program uses
          real-time surveillance to identify ways of enhancing operating performance;
          for example, the giant Thunder Horse field in the GoM monitors the
          buildup of harmful asphaltenes, so that this problem can be mitigated, sig-
          nificantly reducing costly blockages in wells and risers. Sophisticated digital
          optimization technology is also being used to overcome a common industry
          problem—unstable flow in pipelines and risers, known as slugging, which
          can cause platforms to be temporarily shut down. BP’s slug controller tech-
          nology uses real-time measurements and complex algorithms to identify
          slugs as they form and automatically adjusts choke settings to stabilize flow
          without stopping production. In this way, costly manual interventions can
          be avoided and production stabilized.



          1.6.3.3 KwIDF Program
          After the successful implementation of three major DOF systems, KOC
          didan18-monthevaluationofthe value added by its intelligent systems.
          Al-Jasmi et al. (2013) and Yunus et al. (2014) reported a significant oil
          gain of 8% per day, per well by increasing water injection by up to
          14 MSTB of water in a total area of 60 wells, in wells subjected to a
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