输电网包括基于遗传算法的带移位操作的vdc - hvdc扩容规划

Zece Zhang, Jiankang Liang, Xiuli Wang, Rong Ye, Zhangsui Lin
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引用次数: 6

摘要

建立直流直流输电系统的一个重要目的是消除电网过载,优化电网潮流。从输电网络的角度来看,电网中vdc对直流输电线路两端节点的注入功率产生无创性的影响,注入功率将进一步影响支路功率的分布。在制定输电网扩建规划时,要考虑到如何消除直流-高压直流对电网造成的过载。建立了包括直流输电在内的输电网功率快速优化模型,使电网损耗最小。该算法增加了一种新的遗传操作——移位操作,通过改变染色体局部编码的顺序来保持种群的多样性。以Garver-6系统为例,验证了快速优化模型的正确性,并证明了带移位操作的遗传算法能更有效地避免局部收敛。带移位运算的遗传算法是改进遗传算法全局收敛性的有益尝试。验证了包括直流输电在内的输电网功率快速优化模型的实用性。
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Transmission network including VSC-HVDC expansion planning based on genetic algorithm with shift operation
An important purpose of building VSC-HVDC is to eliminate the overload and optimize the power flow in electric power network. From the points of the transmission network, a VSC-HVDC in electric power network influences the two end nodes' injection power of DC transmission line virtually and the injection power will further influence the distribution of branch power. The elimination of overload in electric power network that caused by VSC-HVDC has been considered when making transmission network expansion planning. A fast optimization model for power of transmission network including VSC-HVDC is built to minimize the network power loss. A new genetic operation called shift operation which will change the order of chromosome's local coding is added to the algorithm to keep the diversity of population. Garver-6 system is taken as an example to verify the correctness of the fast optimization model and prove that the genetic algorithm with shift operation can avoid local convergence more effectively. The genetic algorithm with shift operation is a beneficial attempt to improve the global convergence of genetic algorithm. The fast optimization model for power of transmission network including VSC-HVDC is proved to be practical.
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