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 21 条
  • [1] Optimum shunt capacitor placement in distribution system-A review and comparative study
    Aman, M. M.
    Jasmon, G. B.
    Bakar, A. H. A.
    Mokhlis, H.
    Karimi, M.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 30 : 429 - 439
  • [2] Chandram K., 2017, International Journal of Electrical Engineering Technology, V8, P9
  • [3] Chang G. W., 2007, P IEEE POW ENG SOC G, P1, DOI DOI 10.1094/PDIS-91-4-0467B
  • [4] Dinakara P. R. P., 2014, P IEEE INT C ADV ENG, P1
  • [5] Optimum placement of shunt capacitors in a radial distribution system for substation power factor improvement using fuzzy GA method
    Gampa, Srinivasa Rao
    Das, D.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 77 : 314 - 326
  • [6] Optimal placement of capacitors in radial distribution system using shark smell optimization algorithm
    Gnanasekaran, N.
    Chandramohan, S.
    Kumar, P. Sathish
    Imran, A. Mohamed
    [J]. AIN SHAMS ENGINEERING JOURNAL, 2016, 7 (02) : 907 - 916
  • [7] A novel integration technique for optimal network reconfiguration and distributed generation placement in power distribution networks
    Imran, A. Mohamed
    Kowsalya, M.
    Kothari, D. P.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 63 : 461 - 472
  • [8] Kersting WH, 2012, TRANS DISTRIB CONF
  • [9] Optimal capacitor allocation in distribution systems using a genetic algorithm and a fast energy loss computation technique
    Levitin, G
    Kalyuzhny, A
    Shenkman, A
    Chertkov, M
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2000, 15 (02) : 623 - 628
  • [10] Mahdi M. L., 2013, INT J ENG RES APPL, V3, P228