Optimal sitting and sizing of shunt capacitor for real power loss reduction on radial distribution system using firefly algorithm: A case study of Nigerian system

被引:12
|
作者
Olabode, E. O. [1 ]
Ajewole, T. O. [2 ]
Okakwu, I. K. [3 ]
Ade-Ikuesan, O. O. [4 ]
机构
[1] Ladoke Akintola Univ Technol, Dept Elect & Elect Engn, Ogbomosho, Nigeria
[2] Osun State Univ, Dept Elect & Elect Engn, Osogbo, Nigeria
[3] Univ Benin, Dept Elect & Elect Engn, Benin, Nigeria
[4] Olabisi Onabanjo Univ, Dept Comp & Elect Engn, Ago Iwoye, Nigeria
关键词
Backward-forward sweep; firefly algorithm; loss minimization; voltage profile; voltage stability index; PLACEMENT;
D O I
10.1080/15567036.2019.1673507
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
Geometrical increase in power demand and high load density at the distribution ends of modern power systems have key consequential problems of high power loss and poor voltage profile, as a result of which the integrity of radial distribution networks to faithfully account for the energy received from transmission subsystems has been seriously undermined. This challenge is, however, being overcome by placement of shunt capacitors to supply the reactive power required for compensation; hence, optimal sitting and sizing of compensators has been intensively researched. As efficient as the use of meta-heuristic algorithms for joint optimal placement and sizing of the shunt capacitors are, employment of the approach on the Nigerian radial distribution system (RDS) is not yet popular as most of the earlier works reported rather used analytical and numerical programming approaches. In this study, therefore, the use of firefly algorithm (FA) on a Nigerian 11-kV feeder is presented as an approach to optimally site and size shunt capacitor for real power loss reduction on such network. Backward-forward sweep load flow technique, with voltage stability index (VSI), is employed to find the candidate buses where the shunt capacitors would be installed, then FA is employed to determine the optimal size required. This approach is implemented on a 34-bus 11-kV feeder and it is found out that the system?s real power loss reduced from 762.6419 to 597.7486?kW, while the minimum bus voltage magnitude was raised from 0.8295 to 0.8456 p.u. and the minimum system VSI was improved from 0.4741 to 0.5121 p.u. Based on these results, the proposed approach is, therefore, considered a promising technique for sitting and sizing shunt capacitor optimally in real practical RDS.
引用
收藏
页码:5776 / 5788
页数:13
相关论文
共 50 条
  • [21] Optimal Capacitor Placement in Radial Distribution System Using Genetic Algorithm Method
    Delkhooni, Mahdis
    Ayan, Onur
    Purlu, Mikail
    Turkay, Belgin
    2017 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2017, : 1491 - 1495
  • [22] Optimal capacitor placement in radial distribution system using Gravitational Search Algorithm
    Shuaib, Y. Mohamed
    Kalavathi, M. Surya
    Rajan, C. Christober Asir
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 64 : 384 - 397
  • [23] Optimal Allocation and Sizing of Capacitor Banks in Distribution System to Reduce the Power Loss Using Beluga Whale Optimization
    Adal, Sitotaw Mengesha
    Reda, Ermiyas Tesfakiros
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2024, 2024
  • [24] Capacitor Placement in Unbalanced Radial Distribution System for Loss Reduction
    Bhimarasetti, Ravi Teja
    Kumar, Ashwani
    2015 2ND INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN ENGINEERING & COMPUTATIONAL SCIENCES (RAECS), 2015,
  • [25] Optimal capacitor placement in a radial distribution system using Harmony Search algorithm
    Sirjani R.
    Mohamed A.
    Shareef H.
    Journal of Applied Sciences, 2010, 10 (23) : 2998 - 3006
  • [26] Use of Integer Genetic Algorithm for Optimal Allocation and Sizing of the Shunt Capacitor Banks in the Radial Distribution Networks
    Mujezinovic, Adnan
    Turkovic, Nedim
    Dautbasic, Nedis
    Dedovic, Maja Muftic
    Turkovic, Irfan
    2019 18TH INTERNATIONAL SYMPOSIUM INFOTEH-JAHORINA (INFOTEH), 2019,
  • [27] Optimal Capacitor Placement and Sizing in Radial Distribution System Using Accelerated Particle Swarm Optimization
    Basyarach, Niken Adriaty
    Penangsang, Ontoseno
    Soeprijanto, Adi
    2017 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA), 2017, : 93 - 97
  • [28] Optimal Capacitor Placement to Distribution Transformers for Power Loss Reduction in Radial Distribution Systems
    Xu, Yan
    Dong, Zhao Yang
    Wong, Kit Po
    Liu, Evan
    Yue, Benjamin
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (04) : 4072 - 4079
  • [30] Particle swarm optimization algorithm for simultaneous optimal placement and sizing of shunt active power conditioner (APC) and shunt capacitor in harmonic distorted distribution system
    Mohammad Mohammadi
    Journal of Central South University, 2017, 24 : 2035 - 2048