African Vulture Optimization Algorithm for Simultaneous Placement and Sizing of Shunt Capacitors in Radial Distribution System

被引:0
作者
Ali, Atif [1 ]
Ahmed, Md Mushfiqur [1 ]
Zeesan, Ashif Al Nayem [1 ]
Apon, Hasan Jamil [1 ]
Abid, Md Shadman [1 ]
机构
[1] Islamic Univ Technol, Dept Elect & Elect Engn, Dhaka, Bangladesh
来源
12TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID 2024 | 2024年
关键词
Shunt Capacitors; Optimal Capacitor Placement; IEEE-33 and IEEE-69 RDS; African Vulture Optimization Algorithm; LOSS REDUCTION; DISTRIBUTION NETWORKS; OPTIMAL LOCATION; BANKS; GENERATION; ALLOCATION;
D O I
10.1109/icSmartGrid61824.2024.10578123
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In electrical distribution networks, capacitor banks are widely used to regulate reactive power and enhance power factor. The efficient placement of capacitor banks offers numerous advantages, including minimizing power losses, increasing overall cost savings, and enhancing voltage profiles across feeders. Numerous optimization algorithms have been applied to determine the optimal size and allocation of capacitor banks within distribution networks. This study proposes a solution to the Optimal Capacitor Placement and Sizing (OCPS) problem using the African Vulture Optimization Algorithm (AVOA) that mimics the natural foraging and navigational behavior of African vultures. Employing the AVOA algorithm identifies the most suitable buses for capacitor allocation and efficiently determines ideal locations and sizes for capacitor banks. The effectiveness of the proposed approach is validated on the IEEE-33 and IEEE-69 bus Radial Distribution Systems (RDS) and compared with other available optimization techniques. The results indicated that implementing AVOA leads to improved overall performance, leading to a reduction in total cost and loss, improved voltage profile, energy savings, and net savings in dollars per year. The annual net savings for IEEE-33 and IEEE-69 buses are 32.22% and 33.24%, respectively.
引用
收藏
页码:406 / 411
页数:6
相关论文
共 50 条
[41]   Multi-objective optimization of optimal placement and sizing of multiple DG placements in radial distribution system using stud krill herd algorithm [J].
Chithra Devi, S. A. ;
Yamuna, K. ;
Sornalatha, M. .
NEURAL COMPUTING & APPLICATIONS, 2021, 33 (20) :13619-13634
[42]   Optimal placement and sizing of custom power devices using APSO and JAYA optimization in radial distribution network [J].
Munnu, Mandeep Kumar ;
Choudhary, Jayanti .
ENGINEERING RESEARCH EXPRESS, 2023, 5 (01)
[43]   RETRACTED: A simple and fast load flow algorithm for sizing and placement of DG in radial distribution system (Retracted Article) [J].
Bindumol, E. K. ;
Babu, C. A. .
2015 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, SIGNALS, COMMUNICATION AND OPTIMIZATION (EESCO), 2015,
[44]   Optimal Placement and Sizing of Renewable Distributed Generations and Capacitor Banks into Radial Distribution Systems [J].
Mahesh, Kumar ;
Nallagownden, Perumal ;
Elamvazuthi, Irraivan .
ENERGIES, 2017, 10 (06)
[45]   Optimal Placement and Sizing of Inverter-Based Distributed Generation Units and Shunt Capacitors in Distorted Distribution Systems Using a Hybrid Phasor Particle Swarm Optimization and Gravitational Search Algorithm [J].
Milovanovic, Milos ;
Tasic, Dragan ;
Radosavljevic, Jordan ;
Perovic, Bojan .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2020, 48 (6-7) :543-557
[46]   Optimal simultaneous siting and sizing of DGs and capacitors considering reconfiguration in smart automated distribution systems [J].
Golshannavaz, Sajjad .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (04) :1719-1729
[47]   Optimal DG Placement and Sizing Based on MICP in Radial Distribution Networks [J].
Mousavi, Mohammad ;
Ranjbar, Ali Mohammad ;
Safdarian, Amir .
2017 SMART GRID CONFERENCE (SGC), 2017,
[48]   New Technique for Optimal Capacitor Placement and Sizing in Radial Distribution Systems [J].
Al-Ammar, Essam A. ;
Ghazi, Ghazi A. ;
Ko, Wonsuk .
2018 10TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN 2018), 2018, :115-120
[49]   Opposition Based Differential Evolution Algorithm for Capacitor Placement on Radial Distribution System [J].
Muthukumar, R. ;
Thanushkodi, K. .
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2014, 9 (01) :45-51
[50]   Placement of Dg, Cb, and Tcsc in radial distribution system for power loss minimization using back-tracking search algorithm [J].
Fadel, Waleed ;
Kilic, Ulas ;
Taskin, Sezai .
ELECTRICAL ENGINEERING, 2017, 99 (03) :791-802