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
  • [1] Corrective action planning considering FACTS allocation and optimal load shedding using bacterial foraging oriented by particle swarm optimization algorithm
    Hooshmand, Rahmat Allah
    Pour, Mostafa Ezatabadi
    [J]. TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2010, 18 (04) : 597 - 612
  • [2] A Crossover Bacterial Foraging Optimization Algorithm
    Panda, Rutuparna
    Naik, Manoj Kumar
    [J]. APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING, 2012, 2012
  • [3] Quantum Bacterial Foraging Optimization Algorithm
    Li, Fei
    Zhang, Yuting
    Wu, Jiulong
    Li, Haibo
    [J]. 2014 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2014, : 1265 - 1272
  • [4] Adaptive bacterial foraging optimization algorithm
    Jiang, Jianguo
    Zhou, Jiawei
    Zheng, Yingchun
    Wang, Tao
    [J]. Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2015, 42 (01): : 75 - 81
  • [5] Economic Load Dispatch Using Bacterial Foraging Optimization Algorithm Based On Evolution Strategies
    Feng, Xiao Hua
    He, Yu Yao
    Yu, Juan
    [J]. ENERGY DEVELOPMENT, PTS 1-4, 2014, 860-863 : 2040 - 2045
  • [6] A Modified Bacterial Foraging Optimization Algorithm for Global Optimization
    Yan, Xiaohui
    Zhang, Zhicong
    Guo, Jianwen
    Li, Shuai
    Zhao, Shaoyong
    [J]. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2016, PT I, 2016, 9771 : 627 - 635
  • [7] Bacterial foraging optimization algorithm with quantum behavior
    School of Hydropower and Information Engineering, Huazhong University of Science and Teleology, Wuhan 430074, China
    [J]. Dianzi Yu Xinxi Xuebao, 2013, 3 (614-621):
  • [8] AN ADAPTIVE BACTERIAL FORAGING ALGORITHM FOR CONSTRAINED OPTIMIZATION
    Wang, Qiaoling
    Gao, Xiao-Zhi
    Wang, Changhong
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2010, 6 (08): : 3585 - 3593
  • [9] A bare bones bacterial foraging optimization algorithm
    Wang, Liying
    Zhao, Weiguo
    Tian, Yulong
    Pan, Gangzhu
    [J]. COGNITIVE SYSTEMS RESEARCH, 2018, 52 : 301 - 311
  • [10] Cooperative Bacterial Foraging Algorithm for Global Optimization
    Chen, Hanning
    Zhu, Yunlong
    Hu, Kunyuan
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 3896 - 3901