Van Tran Hai, Truong Anh Viet, Phan Tan Minh, Nguyen Thang Trung
Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City, 700000, Vietnam.
Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Industry and Trade, Ho Chi Minh City, 700000, Vietnam.
Heliyon. 2024 Feb 25;10(5):e26845. doi: 10.1016/j.heliyon.2024.e26845. eCollection 2024 Mar 15.
The paper optimizes the placement of soft open points (SOPs) devices, shunt capacitor banks (SCBs), and distributed generators (DGs) in the IEEE 69-node distribution power grid for reducing the power loss of a single hour and total energy losses of one year. EO is proven to be more effective than previous methods and three other applied algorithms, including the Coot optimization algorithm (COOT), Modified weight inertia factor and modified acceleration coefficients-based particle swarm optimization (CFPSO), and Tunicate swarm algorithm (TSA). So, EO is applied for the last case considering one SOPs, one wind turbine (WT), two solar photovoltaic systems (PVs), and two SCBs over one year with twelve months and 24 h each month. The study reaches the smallest power loss compared to previous studies in the first case with one SOPs device. The results from the second to the fourth cases indicate that the power grid needs the placement of SCBs and DGs first and SOPs devices to reach the lowest power loss. Case 5 indicates that the hybrid system with one WT and two PVs suffers higher power losses than the base system at hours with high generation from renewable sources; however, integrating the SOPs and SCBs into the hybrid system can reach smaller losses than the base system at these hours. Thus, using SOPs and SCBs in integrated distribution power grids with renewable energies can greatly benefit energy loss reduction.
本文针对IEEE 69节点配电网优化了软开断点(SOP)装置、并联电容器组(SCB)和分布式发电机(DG)的布局,以降低单小时的功率损耗和一年的总能量损耗。事实证明,与包括Coot优化算法(COOT)、基于改进权重惯性因子和改进加速系数的粒子群优化算法(CFPSO)以及Tunicate群算法(TSA)在内的先前方法和其他三种应用算法相比,帝王蝶优化算法(EO)更有效。因此,在最后一种情况下应用EO算法,考虑一年中的一个SOP、一台风力涡轮机(WT)、两个太阳能光伏系统(PV)和两个SCB,一年有12个月,每月24小时。与之前关于一个SOP装置的第一种情况的研究相比,本研究实现了最小的功率损耗。第二至第四种情况的结果表明,电网首先需要布置SCB和DG以及SOP装置,以实现最低的功率损耗。情况5表明,在可再生能源发电量高的时段,具有一台WT和两个PV的混合系统比基础系统遭受更高的功率损耗;然而,在这些时段将SOP和SCB集成到混合系统中可以实现比基础系统更小的损耗。因此,在具有可再生能源的综合配电网中使用SOP和SCB可以极大地有利于降低能量损耗。