智能电网电压调节的MAC调度

Rukun Mao, Husheng Li
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引用次数: 3

摘要

智能电网中分布式能源和传感器的可用性以及覆盖通信网络的增加,为提高电力系统的可靠性提供了巨大的潜在效益。本文研究了智能电网中用于电压调节的无线传感器网络MAC层设计中的传感器选择问题。提出了混合动力系统的框架,使用卡尔曼滤波进行电压状态估计,使用线性二次型调节器(LQR)反馈控制器进行电压调整。研究了获取最优传感器选择序列的方法。采用滑动窗口算法得到次优序列。仿真结果表明,所提出的传感器选择策略比循环传感器轮询的基准算法性能提高了40%。
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Nobody but you: MAC scheduling for voltage regulation in smart grid
The increasing availability of distributed energy resources (DERs) and sensors in smart grid, as well as overlaying communication network, provides substantial potential benefits for improving the power system's reliability. In this paper, the problem of sensor selection is studied for the MAC layer design of wireless sensor networks for regulating the voltages in smart grid. The framework of hybrid dynamical system is proposed, using Kalman filter for voltage state estimation, and linear-quadratic regulator (LQR) feedback controller for voltage adjustment. The approach to obtain the optimal sensor selection sequence is studied. A sub-optimal sequence is obtained by applying the sliding window algorithm. Simulation results show that the proposed sensor selection strategy achieves a 40% performance gain over the baseline algorithm of the round-robin sensor polling.
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