Optimal Reconfiguration in Radial Distribution System Using Gravitational Search Algorithm

被引:27
|
作者
Shuaib, Y. Mohamed [1 ,2 ]
Kalavathi, M. Surya [3 ]
Rajan, C. Christober Asir [4 ]
机构
[1] Jawaharlal Nehru Technol Univ, Dept Elect & Elect Engn, Hyderabad, Andhra Pradesh, India
[2] BS Abdur Rahman Univ, Dept Elect & Elect Engn, Madras, Tamil Nadu, India
[3] JNTUH Coll Engn, Hyderabad, Andhra Pradesh, India
[4] Pondicherry Engn Coll, Dept Elect & Elect Engn, Pondicherry 605014, India
关键词
gravitational search algorithm; radial distribution system; 69-bus radial distribution system; distributed generation; network reconfiguration; I2R losses; 33-bus radial distribution system; tie Switches; POWER LOSS MINIMIZATION; NETWORK RECONFIGURATION; HEURISTIC APPROACH; LOSS REDUCTION; OPTIMIZATION; ALLOCATION; FLOW; GENERATION;
D O I
10.1080/15325008.2014.890971
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 presents an innovative technique for solving network reconfiguration problems with an objective of minimizing network (IR)-R-2 losses for an explicit set of loads. Amid many performance standards considered for optimal network reconfiguration, voltage constraint is an important one. This problem calls for determining the best combination of feeders to be opened in the radial distribution system so it provides optimal performance in the preferred settings. In solving this problem, the gravitational search algorithm is used to reconfigure the radial distribution system; this algorithm practices an optimal pattern for sustaining the radial nature of the network at every stage of the solution, and it further allows proficient exploration of the solution space. The anticipated scheme minimizes the objective function, which has been given in the problem formulation to reduce (IR)-R-2 losses in addition to balancing loads in the feeders. The solution technique involves determination of the best switching combinations and calculation of power loss and voltage profile. The practicality of the anticipated technique is validated in two distribution networks, where attained results are compared by means of available literature. Correspondingly, it is seen from the results that network losses are reduced when voltage stability is enriched through network reconfiguration.
引用
收藏
页码:703 / 715
页数:13
相关论文
共 50 条
  • [21] Optimal radial distribution system reconfiguration using fuzzy adaptation of evolutionary programming
    Venkatesh, B
    Ranjan, R
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2003, 25 (10) : 775 - 780
  • [22] 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,
  • [23] Specialized tabu search algorithm applied to the reconfiguration of radial distribution systems
    Yamamoto, Rafael Y.
    Pinto, Tiago
    Romero, Ruben
    Macedo, Leonardo H.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 162
  • [24] Optimal Distribution System Reconfiguration for Loss Minimization using BPSO Algorithm
    Essallah, Sirine
    Khedher, Adel
    2019 10TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2019,
  • [25] Optimal pipe dimensioning in water distribution networks using Gravitational Search Algorithm
    Fallah H.
    Ghazanfari S.
    Suribabu C.R.
    Rashedi E.
    ISH Journal of Hydraulic Engineering, 2021, 27 (S1) : 242 - 255
  • [26] OPTIMAL DISTRIBUTION NETWORK RECONFIGURATION USING MULTI-OBJECTIVE CUCKOO SEARCH ALGORITHM
    Saedi, Azrin
    Abu Hanifah, Mohd Shabrin
    ladin, Hilmi Hela
    Yusoff, Siti Hajar
    IIUM ENGINEERING JOURNAL, 2022, 23 (02): : 114 - 124
  • [27] Voltage Sag Mitigation by Combining Optimal Network Reconfiguration and DSTATCOM Placement Using Gravitational Search Algorithm
    Salman, N.
    Mohamed, A.
    Shareef, H.
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2011, 6 (05): : 2502 - 2512
  • [28] Enhancing Radial Distribution Network Performance by Optimal Reconfiguration with PSO Algorithm
    Sellami, Raida
    Neji, Rafik
    Bouktir, Tarek
    2019 16TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2019, : 180 - 186
  • [29] Reconfiguration of Distribution System for Loss Reduction Using Improved Harmony Search Algorithm
    Rajalakshmi, K.
    Kumar, K. Sathish
    Venkatesh, S.
    Edward, J. Belwin
    2017 INTERNATIONAL CONFERENCE ON HIGH VOLTAGE ENGINEERING AND POWER SYSTEMS (ICHVEPS), 2017, : 377 - 382
  • [30] Genetic algorithm and reconfiguration for loss minimization in Radial Distribution System
    Babu, P. Ravi
    Pasunuru, Sushma
    Vaishnavi, Gattu
    2017 INTERNATIONAL CONFERENCE ON SMART GRIDS, POWER AND ADVANCED CONTROL ENGINEERING (ICSPACE), 2017, : 294 - 297