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
  • [41] Optimal capacitor placement in a radial distribution system using Plant Growth Simulation Algorithm
    Rao, R. Srinivasas
    Narasimham, S. V. L.
    Ramalingaraju, M.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (05) : 1133 - 1139
  • [42] Firefly algorithm based solution to minimize the real power loss in a power system
    Balachennaiah, P.
    Suryakalavathi, M.
    Nagendra, P.
    AIN SHAMS ENGINEERING JOURNAL, 2018, 9 (01) : 89 - 100
  • [43] STUDY OF OPTIMAL EG PLACEMENT IN RADIAL DISTRIBUTION SYSTEM USING REAL CODED GENETIC ALGORITHM
    Sulaiman, Mohd Herwan
    Aliman, Omar
    PROCEEDINGS OF THE FOURTH GLOBAL CONFERENCE ON POWER CONTROL AND OPTIMIZATION, 2011, 1337 : 65 - +
  • [44] Optimal Capacitor Placement and Sizing for Enhancement of Distribution System Reliability and Power Quality Using PSO
    Sonwane, Pravin Machhindra
    Kushare, Bansidhar Eknath
    2014 INTERNATIONAL CONFERENCE FOR CONVERGENCE OF TECHNOLOGY (I2CT), 2014,
  • [45] Optimal Power Generation in Microgrid System using Firefly Algorithm
    Abdullah, M. N.
    Abdullah, Nur Lyanie
    Jamian, J. J.
    PROCEEDINGS OF THE 2017 6TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICEEI'17), 2017,
  • [46] Optimal Capacitor Placement in Radial Distribution System to minimize the loss using Fuzzy Logic Control
    Isac, S. Joyal
    Kumar, K. Suresh
    Kumar, P. Vijaya
    2013 IEEE INTERNATIONAL CONFERENCE ON SMART STRUCTURES AND SYSTEMS (ICSSS), 2013, : 33 - 40
  • [47] Reduction of Power Loss Using Reactive Power Optimization in a Real Distribution System
    Yapici, Hamza
    Cetinkaya, Nurettin
    2015 INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA) PROCEEDINGS, 2015, : 89 - 92
  • [48] Optimal Placement and Sizing of Distributed Generation in Radial Distribution System Using Differential Evolution Algorithm
    Nayak, Manas R.
    Dash, Subrat K.
    Rout, Pravat Kumar
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, (SEMCCO 2012), 2012, 7677 : 133 - +
  • [49] Optimal Placement and Sizing of Capacitor Banks in Radial Distribution Systems Using the Whale Optimization Algorithm
    Osama, Adham
    Zeineldin, Hatem H.
    EL-Fouly, Tarek H. M.
    El-Saadany, Ehab F.
    2023 IEEE PES CONFERENCE ON INNOVATIVE SMART GRID TECHNOLOGIES, ISGT MIDDLE EAST, 2023,
  • [50] Optimal Placement of Capacitor on Three Phase Radial Distribution System Using Direct Search Algorithm
    Aprillia, Happy
    Singh, Jai Govind
    Penangsang, Ontoseno
    Soeprijanto, Adi
    2016 IEEE REGION 10 HUMANITARIAN TECHNOLOGY CONFERENCE (R10-HTC), 2016,