Optimal Locating and Sizing of DG in Radial Distribution System Using Modified Shuffled Frog Leaping Algorithm

被引:1
作者
Asif, Rao Muhammad [1 ]
Rehman, Ateeq Ur [2 ]
Alsharabi, Naif [3 ,4 ]
Rabbani, Sajjad [5 ]
Shakir, Mustafa [1 ]
Malik, Nauman [1 ]
Rehman, Saif Ur [1 ]
Khan, Arfat Ahmad [6 ]
机构
[1] Super Univ Lahore, Dept Elect Engn, Lahore, Pakistan
[2] Govt Coll Univ, Dept Elect Engn, Lahore, Pakistan
[3] Univ Hail, Coll Comp Sci & Engn, Hail, Saudi Arabia
[4] Amran Univ, Coll Engn & Informat Technol, Amran, Yemen
[5] Lahore Coll Women Univ LCWU Lahore, Dept Elect Engn, Lahore, Pakistan
[6] Khon Kaen Univ, Coll Comp, Dept Comp Sci, Khon Kaen, Thailand
关键词
Distributed generation (DG); DG sizing and siting; Modified Shuffled Frog Leaping Algorithm (MSFLA); OPTIMIZATION ALGORITHM; GENERATION; ALLOCATION; PLACEMENT;
D O I
10.1080/03772063.2022.2150690
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
Several advantages have been achieved in distribution systems by adding Distributed Generation (DG). These benefits comprise minimizing power losses and improving the voltage profiles. Such benefits can be enhanced if DGs are optimally sized. This paper presents a DG in the distribution scheme to increase node voltages and reduce the power loss of radial distribution systems by using the Modified Shuffled Frog Leaping Algorithm (MSFLA) technique. The core objective is to decrease active-power losses of the system while keeping the voltage profiles within the defined limits of the system. This paper optimally allocates and sizes three types of DGs in various standard radial test systems and a practical radial feeder. Single and multiple DGs are considered for the proposed work by including some special cases. The standard test systems on which proposed work is performed are 33-bus and 69-bus radial feeders. A practical 43-bus radial feeder of factory area Faisalabad has also been taken under consideration for analysis. The Forward-Backward Sweep (FBS) scheme is selected for the load flow analysis, whereas MSFLA is chosen for finding of optimum size(s) and site(s) of DG(s). Various types of DGs results are retained separately and collectively. We have reduced the losses up to 85.14% and 96.1% for the 33-bus system and 69-bus respectively. The results will depict a significant improvement, both in the minimization of losses and also in improving the voltage profile. The results of multi DGs placement will be much more promising than those achieved after placing them independently.
引用
收藏
页码:2148 / 2165
页数:18
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