利用自适应实编码遗传算法实现电力平衡的单相分布式发电系统

Umar Umar, Faanzir Faanzir, Iswan Iswan, Ramly Rasyid, Muhammad Natsir Rahman, Amal Khairan, Haryati Haryati
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引用次数: 0

摘要

分布式发电(DG)技术的便捷使用促进了居民对单相分布式发电的利用。家庭分布式发电机产生的剩余能源可通过现有网络共享或出售给其他社区。然而,从住宅发电机到配电网络的单相 DG 互联需要谨慎处理,以确保电力系统的可靠性和质量。本文的重点是在与非线性负载相连的不平衡配电系统上优化单相多型 DG 的布置。这项研究的目的是最大限度地减少配电网络中的功率损耗和电压不平衡。为了验证这种方法在减少电压不平衡和谐波方面的功效,还提出了一种使用三相 DG 的优化方法。使用自适应实编码遗传算法(ARC-GA)在改进的 Kaliasin 配电系统上对 DG 进行了优化布置。仿真结果表明,安装单相风电机组在减少配电网络的功率损耗和电压不平衡方面非常有效。
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Single-phase distributed generations for power balanced using adaptive real coded genetic algorithm
Easy access to distributed generation (DG) technology is promoting the utilization of single-phase DGs for residential purposes. Surplus energy generated by household DGs can be shared or sold to other communities through existing networks. However, the interconnection of single-phase DGs from residential generators to the distribution network requires careful handling to secure the reliability and quality of the electric power system. This paper focuses on the optimal placement of single-phase multi-type DGs on unbalanced distribution systems that are connected to nonlinear loads. The objective of this study is to minimize the power losses and voltage unbalances in the distribution networks. To verify the efficacy of this method in reducing voltage unbalances and harmonics, an optimization approach is also presented using three-phase DG. Optimal placement of DG is performed on a modified Kaliasin distribution system using an adaptive real coded genetic algorithm (ARC-GA). Simulation results demonstrate that the installation of single-phase DGs is highly effective in reducing power losses and voltage unbalances in the distribution networks.
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