Performance enhancement of radial distribution system with optimal DG allocation

被引:5
|
作者
Roy, Kingshuk [1 ]
Bansal, Sanjay K. [1 ]
Bansal, Ramesh C. [2 ,3 ]
机构
[1] Bikaner Tech Univ, Dept Elect Engn, Bikaner, India
[2] Univ Sharjah, Dept Elect Engn, Sharjah, U Arab Emirates
[3] Univ Pretoria, Dept Elect Elect & Comp Engn, Pretoria, South Africa
来源
关键词
Radial distribution system (RDS); index vector sensitivity; distributed generation (DG); grey wolf optimization (GWO); artificial gorilla troops optimizer (AGTO); LEARNING BASED OPTIMIZATION; POWER LOSS MINIMIZATION; OPTIMAL PLACEMENT; CAPACITOR BANKS; NETWORK RECONFIGURATION; GENERATION ALLOCATION; OPTIMAL LOCATION; LOAD; ALGORITHM; INTEGRATION;
D O I
10.1080/02286203.2023.2196657
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
During the modernization era, the power generation has been shifted to decentralized manner with more renewable distributed generation (DG) units integration at the distribution level in disperse manner. These DG units have to be properly placed for performance enhancement of distribution system. In this paper, the performance of radial distribution system has been enhanced by optimally allocating biomass type DG in the network. Here, a combination of sensitivity index method and a recently developed nature inspired algorithm known as Artificial Gorilla Troops Optimizer (AGTO) algorithm has been used for optimal siting and sizing of DG units in the 33- and 69-bus radial distribution network by taking real and reactive power loss minimization, voltage profile improvement and voltage stability enhancement as the primary objectives along with the system operational constraints. The composite type of load model has been considered in this paper. Out of all the load buses, some severe buses are selected by index vector sensitivity method. AGTO has been applied on these selected buses for appropriate allocation of DG. The effectiveness of this algorithm has been compared with Grey Wolf Optimization (GWO) algorithm and other reported results. The concept of load growth has also been studied in this work.
引用
收藏
页码:245 / 263
页数:19
相关论文
共 50 条
  • [41] A Quasi-Oppositional-Chaotic Symbiotic Organisms Search algorithm for optimal allocation of DG in radial distribution networks
    Truong, Khoa H.
    Nallagownden, Perumal
    Elamvazuthi, Irraivan
    Vo, Dieu N.
    APPLIED SOFT COMPUTING, 2020, 88
  • [42] Optimal Siting and Sizing of DG in Radial Distribution System and Identifying Fault Location in Distribution System Integrated with Distributed Generation
    Divya, K.
    Srinivasan, S.
    2016 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION SYSTEMS (ICACCS), 2016,
  • [43] Power Summation Method for Loss Allocation in Radial Distribution Networks With DG
    Atanasovski, Metodija
    Taleski, Rubin
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (04) : 2491 - 2499
  • [44] Energy Summation Method for Loss Allocation in Radial Distribution Networks With DG
    Atanasovski, Metodija
    Taleski, Rubin
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (03) : 1433 - 1440
  • [45] Optimal Allocation of Wind and Solar Based Distributed Generation in a Radial Distribution System
    Sambaiah, Kola Sampangi
    Jayabarathi, T.
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2019, 9 (01): : 73 - 85
  • [46] Optimal Allocation of Directional Relay for Efficient Energy Optimization in a Radial Distribution System
    Khurshaid, Tahir
    Wadood, Abdul
    Frakoush, Saeid Gholami
    Kim, Tae-Hwan
    Kim, Ki-Chai
    Rhee, Sang-Bong
    ENERGIES, 2022, 15 (13)
  • [47] A Review on Optimal Allocation and Sizing Techniques for DG in Distribution Systems
    Sambaiah, Kola Sampangi
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2018, 8 (03): : 1236 - 1256
  • [48] OPTIMAL DG AND CAPACITOR ALLOCATION IN DISTRIBUTION SYSTEMS USING DICA
    Mahari, Arash
    Mahari, Afshin
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2014, 9 (05): : 641 - 656
  • [49] Optimal reconfiguration and DG allocation in balanced and unbalanced distribution systems
    Taher, Seyed Abbas
    Karimi, Mohammad Hossein
    AIN SHAMS ENGINEERING JOURNAL, 2014, 5 (03) : 735 - 749
  • [50] Optimal Allocation of Combined DG and Capacitor Units for Voltage Stability Enhancement
    Pradeepa, H.
    Ananthapadmanabha, T.
    Rani, Sandhya D. N.
    Bandhavya, C.
    SMART GRID TECHNOLOGIES (ICSGT- 2015), 2015, 21 : 216 - 223