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Real-Time Cellular Wireless Sensor Testbed for Frequency Regulation in Smart Grids

机译:用于智能电网中的频率调节的实时蜂窝无线传感器试验台

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This study focuses on the development of the future wireless sensors as communication of a cyber-physical Microgrid (WCPMG) under uncertain switching topologies. The impact of the network-induced delay is assessed under the switching CTs. In this paper, a new general type-2 fractional order fuzzy PD/fuzzy PI (GT2FO-FPD/FPI) supervised online ANFIS controller is proposed for the secondary load frequency control (LFC) of a networked multiple interconnected MG. To handle the switching network with communication topology (CT), a Markov model is adopted in the control design stage. To ameliorate further the performance of the supervised control strategy, an improved version of the whale optimization algorithm called IWOA is introduced to adjust the setting of the controller parameters. A real-time WCPMG system testbed is developed using hardware-in-the-loop (HIL) simulator and the testbed applicability is then studied in the terms of MG components and communication degradations from a systemic perspective.
机译:这项研究的重点是在不确定的开关拓扑结构下,未来无线传感器作为网络物理微电网(WCPMG)通信的发展。网络引起的延迟的影响在切换CT下进行评估。本文提出了一种新型的通用2型分数阶模糊PD /模糊PI(GT2FO-FPD / FPI)监督在线ANFIS控制器,用于联网的多互连MG的次级负载频率控制(LFC)。为了处理具有通信拓扑(CT)的交换网络,在控制设计阶段采用了马尔可夫模型。为了进一步改善监督控制策略的性能,引入了称为IWOA的鲸鱼优化算法的改进版本,以调整控制器参数的设置。使用硬件在环(HIL)模拟器开发了实时WCPMG系统测试平台,然后从系统的角度研究了MG组件和通信性能方面的测试平台适用性。

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