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Data-quality-aware volume reduction in smart grid networks

机译:智能电网中降低数据质量的数据量

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The power industry is in the early stages of a fundamental change, driving the integration of energy, communications, and information technologies into one intelligent utility network, known as the smart grid. This work investigates data traffic management in smart grid networks, in which huge volumes of data produced by advanced meters cannot be fully delivered to utility data centers due to limited bandwidth. To develop a solution for optimizing traffic flow, we exploit a particular characteristic of this network - power-related applications can benefit from different levels of data quality along the path to the final destination. We thus handle congestion by performing intelligent quality-aware volume reduction of the flows within the network. Our optimization problem is that of computing for each flow the amount of volume reductions in different locations, so as to maximize overall revenue. This work initiates a rigorous treatment of traffic management in the smart grid.
机译:电力行业正处于根本性变革的初期,它正在推动将能源,通信和信息技术集成到一个称为智能电网的智能公用事业网络中。这项工作研究了智能电网网络中的数据流量管理,在该网络中,由于带宽有限,先进仪表产生的大量数据无法完全传送到公用事业数据中心。为了开发一种优化流量的解决方案,我们利用了该网络的特殊特性-与电源相关的应用程序可以从到达最终目的地的路径中受益于不同级别的数据质量。因此,我们通过对网络内流量进行智能的质量感知的数量减少来处理拥塞。我们的优化问题是为每个流计算不同位置的体积减少量,以使总收入最大化。这项工作对智能电网中的流量管理进行了严格的处理。

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