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Stochastic Control of Power Supply in Data Centers

机译:数据中心电源随机控制

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The problem of operating the power supply system of a data center in a reliable manner is studied. Two approaches are examined. The first one assumes that there is no control over the power supply system. The second one assumes that there is a control over the maximum capacity of the system load. For the second case, the problem is fitted into a dynamic programming (DP) framework. An optimal control policy is derived, however is intractable. An approximate solution is then constructed by the Perseus algorithm. This solution is compared to two easily implementable heuristic algorithms, and with the case where no system control is allowed. Numerical results show that the approximate solution has a superior performance.
机译:研究了以可靠的方式操作数据中心的电源系统的问题。检查了两种方法。第一个假设对电源系统没有控制。第二个假设对系统负载的最大容量有控制。对于第二种情况,问题适用于动态编程(DP)框架。派生了最佳控制策略,但是难以解返。然后由Perseus算法构建近似解。将该解决方案与两个易于实现的启发式算法进行比较,并且在没有允许系统控制的情况下。数值结果表明,近似解决方案具有卓越的性能。

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