基于克隆选择算法的分布式代的优化分配和规模,以减少损失和节能技术效益

B. Hanumantha Rao, S. Sivanagaraju
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引用次数: 20

摘要

分布式发电是电力领域的一个新兴概念,它代表了替代传统集中式发电概念的一种良好的电力供应方式。分布式发电已在一些电网中得到应用。降低功率损耗、环保、改善电压、推迟系统升级、提高可靠性是dg机组应用的优点。本文研究了在径向配电网中多台分布式发电机(DG机组)的配置问题,以达到降低电网损耗的目的。这种由于有功功率损耗减少而产生的节能技术效益也可以转化为经济效益。提出了克隆选择算法(CSA)来确定最优dg单元的大小,并通过损耗灵敏度指数(LSI)来确定dg单元的位置,以最大限度地节省净成本。在IEEE 33总线和69总线径向测试系统上进行了仿真研究,验证了所提方法的有效性。并与现有的ABC算法进行了比较。
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Optimum allocation and sizing of distributed generations based on clonal selection algorithm for loss reduction and technical benefit of energy savings
Distributed generation (DG) is an emerging concept in the electricity sector, which represents good alternatives for electricity supply instead of the traditional centralized power generation concept. Distributed generation (DG) has been utilized in some electric power networks. Power loss reduction, environmental friendliness, voltage improvement, postponement of system upgrading, and increasing reliability are some advantages of DG-unit application. This paper investigates the problem of multiple distributed generators (DG units) placement to achieve a loss reduction in radial distribution networks. This technical benefit of energy savings due to the reduction in active power loss can also be translated into economic benefits. Clonal selection algorithm (CSA) is proposed to determine the optimal DG-unit's size and location is determined by loss sensitivity index (LSI) in order to maximize the net saving. Simulation studies are conducted on IEEE 33-bus and 69-bus radial test systems to verify the effectiveness of the proposed method. The efficacy of the proposed CSA is compared with existing ABC algorithm.
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