Stabilizing hybrid data traffics in cyber physical systems with case study on smart grid

Husheng Li, Zhu Han, J. Song
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Abstract

In many cyber physical systems such as smart grids, communications are of key importance for controlling or optimizing the operation of physical dynamics. It is possible that the realtime measurement traffic for controlling the physical dynamics overlays delay-tolerant queuing data flows such as Internet service in the same communication infrastructure. The scheduling of the hybrid system is then important for the performance of both realtime control and data throughput. To balance both controls of the physical dynamics and queuing dynamics, they are integrated within the same framework of stochastic optimization, which is solved using approximate algorithm. The proposed algorithm is then applied in the context of smart grids and is demonstrated to achieve good performance over simple scheduling algorithms that are not aware of the physical dynamics state.
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网络物理系统中混合数据流量的稳定——以智能电网为例
在许多网络物理系统如智能电网中,通信对于控制或优化物理动力学的运行至关重要。控制物理动态的实时测量流量有可能在同一通信基础设施中覆盖可容忍延迟的排队数据流(如Internet服务)。因此,混合系统的调度对实时控制和数据吞吐量的性能都很重要。为了平衡物理动力学和排队动力学的控制,将它们集成在同一个随机优化框架中,并使用近似算法求解。然后将该算法应用于智能电网的环境中,并证明该算法比不了解物理动态状态的简单调度算法实现了良好的性能。
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