POWER LOSS MINIMIZATION BY OPTIMAL PLACEMENT OF DISTRIBUTED GENERATION CONSIDERING THE DISTRIBUTION NETWORK CONFIGURATION BASED ON ARTIFICIAL ECOSYSTEM OPTIMIZATION

被引:2
|
作者
Nguyen, Thuan Thanh [1 ]
Nguyen, Thang Trung [2 ]
机构
[1] Ind Univ Ho Chi Minh City, Fac Elect Engn Technol, Div Power Supply & Syst, 12 Nguyen Bao St, Ho Chi Minh City 727010, Vietnam
[2] Ton Duc Thang Univ, Fac Elect & Elect Engn, Power Syst Optimizat Res Grp, 19 Nguyen Huu Tho St, Ho Chi Minh City 756000, Vietnam
关键词
Artificial Ecosystem Optimization; Distributed Generation; Distribution System; power loss; radial topology; REConfiguration; DISTRIBUTION-SYSTEMS; OPTIMAL ALLOCATION; RECONFIGURATION; ALGORITHM;
D O I
10.15598/aeee.v20i4.4535
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
Power loss in the Distribution System (DS) is often higher than that of other parts of the power system because of its low voltage level. Therefore, reducing losses is always an important task in de-sign and operation of the DS. This paper aims to apply a new approach based on Artificial Ecosystem Optimization (AEO) for the Distributed Generation Placement (DGP) and combination of DGP and net-work REConfiguration (DGP-REC) problems to reduce power loss of the DS to satisfy the technical constraints including power balance, radial topology, voltage and current bounds, and DG capacity limit. The AEO is a recent algorithm that has no special control parame-ters, inspired from the behaviours of living organisms in the ecosystem including production, consumption, and decomposition. The efficiency of the AEO is eval-uated on two test systems including the 33 -node and 119 -node systems. The numerical results validated on the 33 -node and 119 -node systems show that DGP-REC is a more effective solution for reducing power loss com-pared to the DGP solution. In addition, evaluation re-sults on small and large systems also indicate that AEO is an effective approach for the DGP and DGP-REC problems.
引用
收藏
页码:418 / 431
页数:14
相关论文
共 50 条
  • [1] Optimal Distributed Generation and Capacitor placement in Power Distribution Networks for Power Loss Minimization
    Imran, Mohamed A.
    Kowsalya, M.
    [J]. 2014 INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL ENGINEERING (ICAEE), 2014,
  • [2] GA based Optimal Sizing & Placement of Distributed Generation for Loss Minimization
    Singh, Deependra
    Singh, Devender
    Verma, K. S.
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 26, PARTS 1 AND 2, DECEMBER 2007, 2007, 26 : 381 - +
  • [3] Optimal Configuration of Distributed Generation in a Distribution Network Considering Environment Effects
    Zhao, Yangzhuyu
    Zhang, Xinhe
    Zhong, Ming
    Hong, Ying
    Kan, Tianyang
    Chang, Xuefei
    [J]. EKOLOJI, 2019, 28 (107): : 1095 - 1106
  • [4] Optimal Placement and Sizing of Multi-Type Distributed Generation Considering Voltage Profile Improvement and Power Loss Minimization
    Ul Hassan, S. Jarjees
    Haider, Waseem
    Mehdi, Arif
    Gush, Teke
    Song, Jin-Sol
    Kim, Chul-Hwan
    [J]. Transactions of the Korean Institute of Electrical Engineers, 2021, 70 (04): : 561 - 567
  • [5] A Taguchi-based Approach for Optimal Placement of Distributed Generations for Power Loss Minimization in Distribution System
    Meena, Nand K.
    Swarnkar, Anil
    Gupta, Nikhil
    Niazi, K. R.
    [J]. 2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [6] Optimal Distributed Generation Placement in Distribution Network
    Vukobratovic, Marko
    Hederic, Zeljko
    Hadziselimovic, Miralem
    [J]. 2014 IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON 2014), 2014, : 1176 - 1183
  • [7] GA based energy loss minimization approach for optimal sizing & placement of distributed generation
    Singh, Deependra
    Singh, Devender
    Verma, K.
    [J]. INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2008, 12 (02) : 147 - 156
  • [8] Optimal Placement of PV Array in Distribution System for Power Loss Minimization Considering Feeder Reconfiguration
    Dixit, Mukul
    Kundu, Prasanta
    Jariwala, Hitesh R.
    [J]. 2016 IEEE 16TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING (EEEIC), 2016,
  • [9] Symbiotic Organism Search Algorithm for Power Loss Minimization in Radial Distribution Systems by Network Reconfiguration and Distributed Generation Placement
    The, Tung Tran
    Quoc, Sy Nguyen
    Ngoc, Dieu Vo
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [10] Reliability based optimal distributed generation placement for a radial distribution network
    Mahboob, Aashir
    Mehdi, Haider
    Noor, Aqib
    Khan, Muhammad Ahsan
    [J]. 2021 7TH INTERNATIONAL CONFERENCE ON ENGINEERING AND EMERGING TECHNOLOGIES (ICEET 2021), 2021, : 529 - 534