Simultaneous network reconfiguration and DG allocation in radial distribution networks using arithmetic optimization algorithm

被引:5
作者
Dey, Indrajit [1 ,3 ]
Roy, Provas Kumar [2 ]
机构
[1] Camellia Inst Technol & Management, Dept Elect Engn, Bainchi, India
[2] Kalyani Govt Engn Coll, Dept Elect Engn, Kalyani, India
[3] Camellia Inst Technol & Management, Bainchi 712134, W Bengal, India
关键词
arithmetic optimization algorithm (AOA); decremented power loss; optimum disposition and capacity of DG; reconfiguration of distribution system; voltage deviation; voltage stability index; POWER LOSS MINIMIZATION; DISTRIBUTION FEEDER RECONFIGURATION; PARTICLE SWARM OPTIMIZATION; DISTRIBUTION-SYSTEM; LOSS REDUCTION; CUCKOO SEARCH; STABILITY; PLACEMENT;
D O I
10.1002/jnm.3105
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
This article introduces a newly suggested meta-heuristic arithmetic optimization algorithm (AOA) to reorganize the distribution network with the simultaneous distribution of distributed generators (DGs). The algorithm is designed to be flexible with a new approach that employs the scattering behavior of arithmetic operators in mathematics to discover the solution space more proficiently throughout the path of iterations. The usefulness of the AOA is demonstrated on 33-bus, and 69-bus radial distribution networks (RDNs) with network reconfiguration (NR) in the presence of DGs. The main objective of NR and effective DG arrangement in RDNs is to truncate the true power loss, reduce the voltage fluctuation, and voltage stability index enlargement. In order to increase the efficacy of the RDN, a multi-objective function is created in view of active power loss, voltage deviation, and voltage stability index of the system with appropriate strategy without destroying the system restrictions. To illustrate the effectiveness of the RDN, four separate cases of NR and DG employment have been carried out. Four cases namely, base case (case-1), reconfiguration (case-2), simultaneous reconfiguration and DG installation with a unity power factor (case-3), and simultaneous reconfiguration and DG installation with 0.95 lagging power factor (case-4) are explored. The projected technique gives better results than other renowned methods, namely, fireworks algorithm (FWA), harmony search algorithm (HSA), refined genetic algorithm (RGA), and improved sine-cosine algorithm (ISCA) strategy in view of 33, 69-bus RDN at three dissimilar load conditions and its supremacy is confirmed.
引用
收藏
页数:41
相关论文
共 50 条
  • [41] Multi-objective optimal reconfiguration and DG (Distributed Generation) power allocation in distribution networks using Big Bang-Big Crunch algorithm considering load uncertainty
    Esmaeili, Mobin
    Sedighizadeh, Mostafa
    Esmaili, Masoud
    ENERGY, 2016, 103 : 86 - 99
  • [42] Overview on Distribution Network Reconfiguration Optimization Algorithm
    Li, Chuanjian
    Yu, Nanhua
    Chen, Hui
    Zheng, Wenjie
    ELECTRICAL POWER & ENERGY SYSTEMS, PTS 1 AND 2, 2012, 516-517 : 1400 - +
  • [43] Reconfiguration of harmonic polluted distribution network using modified discrete particle swarm optimization equipped with smart radial method
    Behbahani, Milad Rahimipour
    Jalilian, Alireza
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2023, 17 (11) : 2563 - 2575
  • [44] Loss Reduction in Distribution Network Using Simultaneous Capacitor Placement and Reconfiguration With Ant Colony Algorithm
    Kasaei, M. J.
    Gandomkar, M.
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [45] Reconfiguration and displacement of DG and EVs in distribution networks using a hybrid GA-SFLA multi-objective optimization algorithm
    Ghadi, Yazeed Yasin
    Kotb, Hossam
    Aboras, Kareem M.
    Alqarni, Mohammed
    Yousef, Amr
    Dashtdar, Masoud
    Alanazi, Abdulaziz
    FRONTIERS IN ENERGY RESEARCH, 2023, 11
  • [46] Simultaneous Network Reconfiguration and DG Sizing Using Evolutionary Programming and Genetic Algorithm to Minimize Power Losses
    Dahalan, Wardiah Mohd
    Mokhlis, Hazlie
    Ahmad, Rohaya
    Abu Bakar, A. H.
    Musirin, Ismail
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (08) : 6327 - 6338
  • [47] Efficient optimization technique for multiple DG allocation in distribution networks
    Selim, Ali
    Kamel, Salah
    Jurado, Francisco
    APPLIED SOFT COMPUTING, 2020, 86 (86)
  • [48] Optimal Reconfiguration in Radial Distribution System Using Gravitational Search Algorithm
    Shuaib, Y. Mohamed
    Kalavathi, M. Surya
    Rajan, C. Christober Asir
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2014, 42 (07) : 703 - 715
  • [49] Integration of DG and Capacitor in Radial Distribution Networks Using an Efficient Hybrid Optimization Method
    Mahmoud, Ismail
    Kamel, Salah
    Abdel-Mawgoud, Hussein
    Nasrat, Loai
    Jurado, Francisco
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2020, 48 (11) : 1102 - 1110
  • [50] A modified marine predators optimization algorithm for simultaneous network reconfiguration and distributed generator allocation in distribution systems under different loading conditions
    Shaheen, Abdullah M.
    Elsayed, Abdallah M.
    El-Sehiemy, Ragab A.
    Kamel, Salah
    Ghoneim, Sherif S. M.
    ENGINEERING OPTIMIZATION, 2022, 54 (04) : 687 - 708