Azizi Mohammad Ali, Niknam Taher, Dehghani Moslem, Jokar Hossein
Department of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran.
Heliyon. 2024 Sep 5;10(17):e37453. doi: 10.1016/j.heliyon.2024.e37453. eCollection 2024 Sep 15.
Distributed control is an effective method to coordinate the microgrid with various components, and also in a smart microgrid, communication graph layouts are essential since changing the topology unexpectedly could disrupt the operation of the distributed controllers, and also an imbalance may occur between the production and load. Hence, reducing the exchanged data between units and system operator is essential in order to reduce the transmitted data volume and computational burden. For this purpose, an islanded microgrid with multiple agents which is using cloud-fog computing is proposed here, in order to reduce the computing burden on the central control unit as well as reducing data exchange among units. To balance the production power and loads in a smart island with a stable voltage/frequency, a hybrid backstepping sliding mode controller (BSMC) with disturbance observer (DO) is suggested to control voltage/frequency and current in the MG-based master-slave organization. Therefore, this paper proposes a DO-driven BSMC for controlling voltage/frequency, and power of energy sources within a Master-Slave organization; in addition, the study proposes a clod-fog computing for enhancing performance, reducing transferred data volume, and processing information on time. In the extensive simulations, the suggested controller shows a reduction in steady-state error, a fast response, and a lower total harmonic distortion (THD) for nonlinear and linear loads less than 0.33 %. The fog layer serves as a local processing level, so it reduces the exchanged data between cloud and fog nodes.
分布式控制是协调微电网各组件的有效方法,在智能微电网中,通信图布局也至关重要,因为拓扑结构的意外变化可能会扰乱分布式控制器的运行,还可能导致发电与负荷之间出现不平衡。因此,减少单元与系统运营商之间的交换数据对于减少传输数据量和计算负担至关重要。为此,本文提出了一种采用云 - 雾计算的多智能体孤岛微电网,以减轻中央控制单元的计算负担并减少单元间的数据交换。为了在电压/频率稳定的智能孤岛中平衡发电功率和负荷,建议采用带有干扰观测器(DO)的混合反步滑模控制器(BSMC)来控制基于主从结构的微电网中的电压/频率和电流。因此,本文提出了一种由DO驱动的BSMC来控制主从结构内的电压/频率和能源功率;此外,该研究还提出了一种云 - 雾计算,以提高性能、减少传输数据量并及时处理信息。在大量仿真中,所建议的控制器对于非线性和线性负载,稳态误差减小、响应速度快且总谐波失真(THD)低于0.33%。雾层作为本地处理层,减少了云和雾节点之间的交换数据。