Capacitor Placement to Minimize Active Loss in Distribution Systems using Bio-inspired Optimization

被引:0
|
作者
Antunes, Renato [1 ]
Gomes, Flavio V. [1 ]
Silva Junior, Ivo C. [1 ]
Dias, Bruno H. [1 ]
机构
[1] Univ Fed Juiz de Fora, Dept Elect Engn, Juiz De Fora, Brazil
关键词
Ant Colony Optimization; Capacitor Placement; Distribution System; Metaheuristics; REDUCTION;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents the development of a hybrid optimization model to minimize active losses in distribution systems through capacitor placement and sizing. The proposed model uses relaxed objective values obtained by a continuous non-linear optimization of the discrete variables as a base of comparison to the Ant Colony optimization model. The objective is to evaluate the model ability to present good solutions with a reduced number of individuals in the search process. A brief result is presented, demonstrating the gain of the proposed methodology when compared to other studies.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Optimal allocation of capacitor banks in radial distribution systems for minimization of real power loss and maximization of network savings using bio-inspired optimization algorithms
    Injeti, Satish Kumar
    Thunuguntla, Vinod Kumar
    Shareef, Meera
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 69 : 441 - 455
  • [2] On the optimization of fuzzy systems using bio-inspired strategies
    de Oliveira, JV
    1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, 1998, : 1229 - 1234
  • [3] BIO-INSPIRED OPTIMIZATION OF HYBRID INTELLIGENT SYSTEMS
    Melin, Patricia
    PROCEEDINGS OF THE7TH INTERNATIONAL CONFERENCE ON CONTROL AND OPTIMIZATION WITH INDUSTRIAL APPLICATIONS, VOL. 1, 2020, : 17 - 19
  • [4] Robotics Applications Using a Bio-inspired Optimization
    Kherici, Nada
    Mohamed Ben Ali, Yamina
    PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON COMPLEX SYSTEMS (ICCS12), 2012, : 132 - 136
  • [5] Optimization Using a New Bio-inspired Approach
    Feng, Xiang
    Lau, Francis C. M.
    Gao, Daqi
    COMPLEX SCIENCES, PT 1, 2009, 4 : 39 - +
  • [6] Bio-Inspired Optimization of Sustainable Energy Systems: A Review
    Zheng, Yu-Jun
    Chen, Sheng-Yong
    Lin, Yao
    Wang, Wan-Liang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [7] Dynamic Placement Optimization for Bio-Inspired Self-Repairing Hardware
    Liu Xiubin
    Qian Yanling
    Feng Xiangli
    Zhuo Qingqi
    Li Yue
    IEEE ACCESS, 2020, 8 : 11007 - 11018
  • [8] Optimal Capacitor Placement in Radial Distribution System to minimize the loss using Fuzzy Logic Control
    Isac, S. Joyal
    Kumar, K. Suresh
    Kumar, P. Vijaya
    2013 IEEE INTERNATIONAL CONFERENCE ON SMART STRUCTURES AND SYSTEMS (ICSSS), 2013, : 33 - 40
  • [9] Optimal Capacitor Placement in Radial Distribution System to Minimize the Loss Using Fuzzy Logic Control and Hybrid Particle Swarm Optimization
    Isac, S. Joyal
    Kumar, K. Suresh
    POWER ELECTRONICS AND RENEWABLE ENERGY SYSTEMS, 2015, 326 : 1319 - 1329
  • [10] Bio Inspired Computing based Optimization of Power Loss in Radial Distribution Systems
    Mehroliya, Shweta
    Arya, Anoop
    Sahu, Ashish K.
    Mundra, Prateek
    Tomar, Shilpi
    2022 IEEE 6TH INTERNATIONAL CONFERENCE ON CONDITION ASSESSMENT TECHNIQUES IN ELECTRICAL SYSTEMS, CATCON, 2022, : 62 - 66