Performance enhancement of radial distribution system with optimal DG allocation

被引:3
|
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
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
页数:19
相关论文
共 50 条
  • [1] A Hybrid Algorithm for Optimal allocation of DG in Radial Distribution System
    Rakesh, Rayabarapu
    VenkataPapana, P.
    Keerthi, Sravani
    [J]. 2017 IEEE REGION 10 INTERNATIONAL SYMPOSIUM ON TECHNOLOGIES FOR SMART CITIES (IEEE TENSYMP 2017), 2017,
  • [2] Optimal Allocation and Sizing of DG in Radial Distribution System- A Review
    Niveditha, Ponnapureddy
    Sujatha, M. S.
    [J]. INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2018, 11 (06): : 49 - 57
  • [3] Optimal Reactive Power Allocation to Minimize Line and DG Losses in a Radial Distribution System
    Venkatraman, Ramakrishnan
    Khaitan, Siddhartha Kumar
    [J]. 2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,
  • [4] OPTIMAL ALLOCATION AND SIZING OF DG IN A RADIAL DISTRIBUTION SYSTEM USING WHALE OPTIMIZATION ALGORITHM
    Marimuthu, A.
    Gnanambal, K.
    Priyanka, R.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON INNOVATIONS IN GREEN ENERGY AND HEALTHCARE TECHNOLOGIES (IGEHT), 2017,
  • [5] An Efficient Hybrid Approach for Optimal Allocation of DG in Radial Distribution Networks
    Abdel-mawgoud, Hussein
    Kamel, Salah
    Ebeed, Mohamed
    Aly, Mohamed M.
    [J]. PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN COMPUTER ENGINEERING (ITCE' 2018), 2018, : 311 - 316
  • [6] Investigation of Optimal Allocation of Wind DG in Distribution System
    Yadav, Kavita
    Kaur, Manbir
    [J]. 2016 7TH INDIA INTERNATIONAL CONFERENCE ON POWER ELECTRONICS (IICPE), 2016,
  • [7] Optimal Allocation of Multiple DG Units in Radial Distribution System Using Modified Differential Evolution Technique
    Kumar, S.
    Pal, D.
    Mandal, K. K.
    Chakraborty, N.
    [J]. 2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC), 2014, : 379 - 383
  • [8] Optimal Allocation of DG in the Radial Distribution Network Using Bat Optimization Algorithm
    Yuvaraj, T.
    Devabalaji, K. R.
    Ravi, K.
    [J]. ADVANCES IN POWER SYSTEMS AND ENERGY MANAGEMENT, 2018, 436
  • [9] Optimal DG Allocation and Sizing in Radial Distribution Networks by Cuckoo Search Algorithm
    Majidi, Maryam
    Ozdemir, Aydogan
    Ceylan, Oguzhan
    [J]. 2017 19TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM APPLICATION TO POWER SYSTEMS (ISAP), 2017,
  • [10] Optimal sizing and placement of DG units in radial distribution system
    [J]. Essallah, Sirine (sirinesallah@gmail.com), 2018, International Journal of Renewable Energy Research (08):