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238   Artificial Intelligence for the Internet of Everything


          intermediaries are replaced in the energy sector, a schedule and forecast still
          need to be submitted to the transmission system operator for the electricity
          infrastructure to be reliable. Another challenge is incorporating individual
          blockchain consumers into a balancing group and having them comply with
          market reliability and requirements as well as submit accurate demand fore-
          casts to the network operator. Managing a balancing group is not a trivial
          task and this approach could potentially increase the costs of managing
          the blockchain. To avoid costly disruptions, blockchain autonomous data
          exchanges, such as demand forecasts from the consumer to the network
          operator, will need to be stress tested for security and reliability before being
          deployed at scale. In considering all of these innovative applications, as well
          as the many associated challenges, future research is needed to develop, val-
          idate, and verify AI blockchain enabled DAEOs.



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