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Optimization of Transmission Expansion Planning Considering the System Losses: A Case Study of the Garver’s 6-Bus System

机译:考虑系统损耗的传输扩展计划的优化:以Garver的6总线系统为例

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Transmission Expansion Planning (TEP) is a plan to increase an electricity transmission network that aims to minimize the investment costs of network development by calculating account the power losses on the transmission line. TEP considers and fulfills the requirements such as technical, economic, and reliability of the electric power systems. In this study, the Genetic Algorithm (GA) method was used to minimize the investment costs by calculating power losses in the Garver's 6-Bus transmission network system. Furthermore, future value factors were used in this study. The optimization method using GA is selected since it provides solutions to the non-convex problems found in TEP. The simulation was conducted on Garver's 400 kV 6-Bus Network systems. The simulation resulted a total transmission cost of 1,849,223,222 USD with a standard deviation of 1,592,336 USD and an RMSE of 1,552,017 USD.
机译:输电扩展计划(TEP)是一项增加输电网络的计划,旨在通过计算输电线路上的功率损耗来最大程度地降低网络开发的投资成本。 TEP考虑并满足电力系统的技术,经济和可靠性等要求。在这项研究中,遗传算法(GA)方法用于通过计算Garver的6总线传输网络系统中的功率损耗来最大程度地降低投资成本。此外,在这项研究中使用了未来价值因素。选择使用遗传算法的优化方法是因为它为TEP中发现的非凸问题提供了解决方案。该仿真是在Garver的400 kV 6总线网络系统上进行的。模拟得出的总传输成本为1,849,223,222美元,标准差为1,592,336美元,RMSE为1,552,017美元。

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