Optimal Placement of Distribution Generation in Radial Distribution System Using Hybrid Genetic Dragonfly Algorithm

被引：0
|
作者：
G. V. Naga Lakshmi
A. Jayalaxmi
Venkataramana Veeramsetty
机构：
[1] Osmania University,Department of Electrical Engineering
[2] JNTU Hyderabad,Department of Electrical and Electronics Engineering
[3] S R Engineering College,Department of Electrical and Electronics Engineering, Center for Artificial Intelligence and Deep Learning
来源：
Technology and Economics of Smart Grids and Sustainable Energy | / 6卷
关键词：
Distributed generation; Optimal placement; Hybrid genetic dragonfly algorithm; Active power loss;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Optimal placement of distributed generation (DG) is an essential task for distribution companies in order to operate the distribution network in good operating conditions. Optimal placement of DG units is an optimization problem where minimization of active power losses in the network is considered as an objective function. In this paper, hybrid genetic dragonfly algorithm is used as an optimization technique to find the optimal location and size of distributed generation units. The proposed algorithm is implemented on IEEE 15 and PG & E 69 bus distribution systems in MATLAB environment. Based on the simulation results it has been observed that with proper placement and size of DG units, distribution network can be operated with less active power losses.
引用
收藏
相关论文
共 50 条
  • [1] Optimal Placement of Distribution Generation in Radial Distribution System Using Hybrid Genetic Dragonfly Algorithm
    Lakshmi, G. V. Naga
    Jayalaxmi, A.
    Veeramsetty, Venkataramana
    TECHNOLOGY AND ECONOMICS OF SMART GRIDS AND SUSTAINABLE ENERGY, 2021, 6 (01):
  • [2] Optimal Capacitor Placement in Radial Distribution System Using Genetic Algorithm Method
    Delkhooni, Mahdis
    Ayan, Onur
    Purlu, Mikail
    Turkay, Belgin
    2017 10TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO), 2017, : 1491 - 1495
  • [3] 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 - +
  • [4] OPTIMAL PLACEMENT AND SIZE OF DISTRIBUTED GENERATION IN RADIAL DISTRIBUTION SYSTEM USING WHALE OPTIMIZATION ALGORITHM
    Ang, Sovann
    Leeton, Uthen
    SURANAREE JOURNAL OF SCIENCE AND TECHNOLOGY, 2019, 26 (01): : 1 - 12
  • [5] 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 - +
  • [6] Optimal Capacitor Placement in Distribution System Using Genetic Algorithm
    Lohia, Sushma
    Mahela, Om Prakash
    Ola, Sheesh Ram
    2016 IEEE 7TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2016,
  • [7] Optimal Placement of DG in Distribution System Using Genetic Algorithm
    Sattianadan, D.
    Sudhakaran, M.
    Dash, S. S.
    Vijayakumar, K.
    Ravindran, P.
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT II (SEMCCO 2013), 2013, 8298 : 639 - +
  • [8] Optimal Placement of Measuring Devices for Distribution System State Estimation Using Dragonfly Algorithm
    Aflaki, Arshia
    Gitizadeh, Mohsen
    Ghasemi, Ali Akbar
    Okedu, Kenneth E.
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [9] Enhanced Real Coded Genetic Algorithm for Optimal DG Placement in a Radial Distribution System
    Emad Ali Almabsout
    Ragab A. El-Sehiemy
    Ahmed Saeed Abdelrazek Bayoumi
    Journal of Electrical Engineering & Technology, 2023, 18 : 2581 - 2597
  • [10] Enhanced Real Coded Genetic Algorithm for Optimal DG Placement in a Radial Distribution System
    Almabsout, Emad Ali
    El-Sehiemy, Ragab A.
    Bayoumi, Ahmed Saeed Abdelrazek
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2023, 18 (04) : 2581 - 2597
12345