基于自适应粒子群优化的城市配电网扩展规划改进方法

Farhad Zand Razavi, M. Nazari, S. Ghiasi, Mehrdad Bagheri Sanjareh, Peyman Salmanpour Bandaghiri
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引用次数: 0

摘要

考虑到负荷拥堵、价格上涨和难以获得适合变电站建设的土地,以及放松管制后配电系统公司(Disco)流动性的减少,以及低压馈线的重大损失(占配电总损失的50%以上),我们重新思考德黑兰大都市配电网络规划的传统方法。最流行的解决方案之一是使用小型变压器来减少低压馈线的长度,以减少配电网这些部分的损耗。以此类推,本文提出了一种新的技术经济方法来解决上述问题。通过几个测试系统对该方法的有效性进行了评价。由于自适应粒子群算法具有较高的探索性和可开发性,收敛速度快,因此被选择作为一种元启发式优化算法。选择等效统一年成本作为一种简单而有效的工具,以分摊初始投资的成本。目标函数定义为既使初始投资最小化,又使运行成本最小化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Refining the conventional approach toward distribution networks expansion planning in metropolises by using self-adaptive particle swarm optimization
Considering load congestion, rising prices and difficulty in accessing lands suitable for substation constructions, as well as the reduction of liquidity in distribution system companies (Disco) after deregulation, and also significant loss in the low-voltage feeders which consist more than 50 percent of the total loss in the distribution level, lead us to rethink about the conventional methodology for the distribution network planning in the metropolis of Tehran. One of the most popular solutions is to use small transformers to reduce the length of the low voltage feeders in order to decline losses in these parts of the distribution networks. By analogy, in this paper, a new techno-economic method is proposed in order to contend with the aforementioned problems. The effectiveness of the method is evaluated by using several test systems. Self-adaptive PSO is selected as a metaheuristic optimization algorithm due to its high exploration and exploitation nature and fast convergence. Equivalent uniform annual cost is selected as a simple but effective tool so as to split the cost of the initial investment. The objective function is defined to minimize not only the initial investment but also the operation cost, simultaneously.
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