Performance Enhancement of Distribution Systems via Distribution Network Reconfiguration and Distributed Generator Allocation Considering Uncertain Environment

被引:24
|
作者
Naguib, Mina [1 ]
Omran, Walid A. [2 ]
Talaat, Hossam E. A. [2 ]
机构
[1] Ain Shams Univ, Elect Power & Machines Dept, Cairo, Egypt
[2] Future Univ Egypt, Elect Engn Dept, Cairo, Egypt
关键词
Resource management; Energy loss; Power generation; Reliability; Load modeling; Uncertainty; Probabilistic logic; Distributed generator allocation; distribution network reconfiguration; optimal power flow; firefly algorithm; energy loss; reliability; DISTRIBUTION FEEDER RECONFIGURATION; POWER LOSS MINIMIZATION; RELIABILITY IMPROVEMENT; MODEL; QUALITY;
D O I
10.35833/MPCE.2020.000333
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The emergence of dispersed generation, smart grids, and deregulated electricity markets has increased the focus on enhancing the performance of distribution systems. This paper proposes a method to reduce the energy loss and improve the reliability of distribution systems by performing distribution network reconfiguration (DNR) and distributed generator (DG) allocation. In this study, the intermittent nature of renewable-based DGs and the load profile are considered using a probabilistic method. The study investigates different annual plans based on the seasonal power profiles of DGs and the load to minimize the combined cost function of annual energy loss and annual energy not served. The proposed method is implemented using the firefly algorithm (FA), which is one of the meta-heuristic optimization algorithms. Several case studies are investigated using the IEEE 33-bus distribution system to highlight the effectiveness of the method.
引用
收藏
页码:647 / 655
页数:9
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