Bacterial Foraging Optimization Algorithm for Load Shedding

被引:0
|
作者
Afandie, Wan Nur Eliana Afif Wan [1 ]
Rahman, Titik Khawa Abdul [2 ]
Zakaria, Zuhaina [1 ]
机构
[1] Univ Teknol Mara, Fac Elect Engn, Shah Alam, Selangor, Malaysia
[2] Univ Pertahanan, Fac Elect Engn, Kuala Lumpur, Malaysia
关键词
Bacterial Foraging Algorithm; optimal load shedding; voltage stability; total power losses;
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
This paper presents an optimization technique for optimal load shedding in power system. The technique is known as Bacterial Foraging Optimization Algorithm (BFAO). Load shedding is done by removing a certain amount of loads at appointed locations of a bus system. By doing so, the stability of the system can be improved, as well as the total power losses and total costs of shedded loads. The objective functions of total power losses, voltage stability index values and also total cost of shedded loads are used in determining the optimal load shedding in that particular system. In this research, the technique is implemented into IEEE 30-bus bus system. Simulations of BFAO proved that it can give a better result when compared to the base case values of total power losses and voltage stability index values of that particular bus system.
引用
收藏
页码:722 / 726
页数:5
相关论文
共 50 条
  • [21] A multi-modal bacterial foraging optimization algorithm
    Farshi, Taymaz Rahkar
    Orujpour, Mohanna
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (11) : 10035 - 10049
  • [22] A novel bacterial foraging optimization algorithm for feature selection
    Chen, Yu-Peng
    Li, Ying
    Wang, Gang
    Zheng, Yue-Feng
    Xu, Qian
    Fan, Jia-Hao
    Cui, Xue-Ting
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2017, 83 : 1 - 17
  • [23] A multi-modal bacterial foraging optimization algorithm
    Taymaz Rahkar Farshi
    Mohanna Orujpour
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2021, 12 : 10035 - 10049
  • [24] Sink Mobility Based on Bacterial Foraging Optimization Algorithm
    Hamidouche, Ranida
    Khentout, Manel
    Aliouat, Zibouda
    Gueroui, Abdelhak Mourad
    Ari, Ado Adamou Abba
    [J]. COMPUTATIONAL INTELLIGENCE AND ITS APPLICATIONS, 2018, 522 : 352 - 363
  • [25] Bacterial Foraging Optimization Algorithm for assembly line balancing
    Atasagun, Yakup
    Kara, Yakup
    [J]. NEURAL COMPUTING & APPLICATIONS, 2014, 25 (01): : 237 - 250
  • [26] Bacterial Foraging Optimization Algorithm with Dimension by Dimension Improvement
    He, Miaomiao
    Chen, Jiajia
    Deng, Huiwen
    [J]. 2019 4TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND APPLICATIONS (ICCIA 2019), 2019, : 1 - 5
  • [27] Self-Adaptation in Bacterial Foraging Optimization Algorithm
    Chen, Hanning
    Zhu, Yunlong
    Hu, Kunyuan
    [J]. 2008 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2, 2008, : 1026 - 1031
  • [28] Bacterial foraging optimization algorithm based on Ecology Colony
    Liu Xiaolong
    Li Rongjun
    Duan Yuan
    Zhao Kuiling
    [J]. 2011 INTERNATIONAL CONFERENCE ON ECONOMIC AND INFORMATION MANAGEMENT (ICEIM 2011), 2011, : 156 - 160
  • [29] An adaptive rejuvenation of bacterial foraging algorithm for global optimization
    Tejna Khosla
    Om Prakash Verma
    [J]. Multimedia Tools and Applications, 2023, 82 : 1965 - 1993
  • [30] Bacterial Foraging Optimization Algorithm with Quorum sensing Mechanism
    Shen, Hai
    Zhang, Mo
    [J]. MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 3844 - 3848