Optimal placement and sizing of DGs at various load conditions using Shuffled Bat algorithm

被引:0
|
作者
Yammani, Chandrasekhar [1 ]
Sydulu, Maheswarapu [1 ]
Matam, Sailaja Kumari [1 ]
机构
[1] Natl Inst Technol, Dept Elect Engn, Warangal, Andhra Pradesh, India
关键词
nDistributed Generation; Shuffled Bat Algorithm; Optimization Techniques; Bat algorithm; Loss reduction; DISTRIBUTED GENERATION; INTEGRATION;
D O I
暂无
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
In this paper a new and efficient hybrid optimization algorithm is proposed for optimal placement and sizing of the Distributed Generations (DGs). Bus voltage profile improvement, line flow capacity, active and reactive power loss minimization are considered as multi-objectives to optimize under various distribution load conditions. Renewable energy resources such as wind, solar, fuel cell and micro turbines are considered in power system modeling for finding the optimal placement and sizing. Current injection based distribution load flow is considered in DGs modeling in power systems. To optimize the objective function, a new optimization technique called Shuffled Bat algorithm (ShBAT) is proposed. The proposed methodology is tested on 84-bus Taiwan power company distribution systems with 90%, 100% and 120% of base load conditions to demonstrate its performance and effectiveness. Results show that the planned methodology is superior to existing strategies in terms of multi-objectives considered.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] A Multi-objective Shuffled Bat Algorithm for Optimal Placement and Sizing of DGs with Load variations
    Yammani, Chandrasekhar
    [J]. PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON), 2016, : 1910 - 1915
  • [2] Optimal placement and sizing of distributed generations using shuffled bat algorithm with future load enhancement
    Yammani, Chandrasekhar
    Maheswarapu, Sydulu
    Matam, Sailaja Kumari
    [J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2016, 26 (02): : 274 - 292
  • [3] Optimal Placement and Sizing of DGs in Radial Distribution System (RDS) using Bat Algorithm
    Behera, Snigdha Rani
    Dash, Soumya Prakash
    Panigrahi, B. K.
    [J]. 2015 INTERNATIONAL CONFERENCED ON CIRCUITS, POWER AND COMPUTING TECHNOLOGIES (ICCPCT-2015), 2015,
  • [4] Optimal Placement and Sizing of DER's with Load Variations Using Bat Algorithm
    Yammani, Chandrasekhar
    Maheswarapu, Sydulu
    Kumari, Matam Sailaja
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (06) : 4891 - 4899
  • [5] Optimal placement and sizing of DER's with load models using BAT algorithm
    Yammani, Chandrasekhar
    Maheswarapu, Sydulu
    Matam, Sailaja Kumari
    [J]. Proceedings of IEEE International Conference on Circuit, Power and Computing Technologies, ICCPCT 2013, 2013, : 394 - 399
  • [6] Optimal Placement and Sizing of DER’s with Load Variations Using Bat Algorithm
    Chandrasekhar Yammani
    Sydulu Maheswarapu
    Matam Sailaja Kumari
    [J]. Arabian Journal for Science and Engineering, 2014, 39 : 4891 - 4899
  • [7] Optimal Placement and Sizing of DER's with Load Models using BAT algorithm
    Yammani, Chandrasekhar
    Maheswarapu, Sydulu
    Matam, Sailaja Kumari
    [J]. PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON CIRCUITS, POWER AND COMPUTING TECHNOLOGIES (ICCPCT 2013), 2013, : 394 - 399
  • [8] A Multi-objective Shuffled Bat algorithm for optimal placement and sizing of multi distributed generations with different load models
    Yammani, Chandrasekhar
    Maheswarapu, Sydulu
    Matam, Sailaja Kumari
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 79 : 120 - 131
  • [9] Optimal Placement and Sizing of Multi Distributed Generations with Renewable Bus Available limits using Shuffled Bat Algorithm
    Yammani, Chandrasekhar
    Maheswarapu, Sydulu
    Matam, Sailaja Kumari
    [J]. 2014 IEEE 27TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2014,
  • [10] Optimal Placement and Sizing of DGs in Distribution Networks Using MLPSO Algorithm
    Karunarathne, Eshan
    Pasupuleti, Jagadeesh
    Ekanayake, Janaka
    Almeida, Dilini
    [J]. ENERGIES, 2020, 13 (23)