A multi-objective optimal sizing and siting of distributed generation using ant lion optimization technique

被引:92
|
作者
Hadidian-Moghaddam, Mohammad Jafar [1 ]
Arabi-Nowdeh, Saber [2 ]
Bigdeli, Mehdi [3 ]
Azizian, Davood [4 ]
机构
[1] Islamic Azad Univ, Zanjan Branch, Young Researchers & Elite Club, Zanjan, Iran
[2] Payambarazam Student Res Ctr, Elect Dept, Aqqala, Golestan, Iran
[3] Islamic Azad Univ, Dept Elect Engn, Zanjan Branch, Zanjan, Iran
[4] Islamic Azad Univ, Dept Elect Engn, Abhar Branch, Abhar, Iran
关键词
Optimal sizing and siting; Distributed generation; Ant lion optimizer; Reliability; DISTRIBUTION-SYSTEM; OPTIMAL PLACEMENT; DG ALLOCATION; ALGORITHM;
D O I
10.1016/j.asej.2017.03.001
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a new optimization method is proposed to solve the optimal sizing and siting problem of distributed generation (DG) in a distribution system (DS). The optimization problem is solved using a new ant lion optimizer (ALO) with considering different objectives. These objectives are reduction of purchased energy cost from upstream network (due to DGs' power generation), reliability improvement, reduction of DGs' application cost, reduction of DS losses and reduction of buses' voltage deviation. This problem is solved as a multi-objective optimization (MOO) in addition of a single-objective optimization (SOO). The proposed DGs optimal sizing and siting is implemented on 33 and 69-bus IEEE networks. The obtained results show that the ALO has the best performance in extracting the solution of DGs optimal sizing and siting problem in comparison to particle swarm optimization (PSO) and genetic algorithm (GA). (C) 2017 Ain Shams University.
引用
收藏
页码:2101 / 2109
页数:9
相关论文
共 50 条
  • [41] Optimal Site and Size of Distributed Generation Allocation in Radial Distribution Network Using Multi-objective Optimization
    Ali, Aamir
    Keerio, M. U.
    Laghari, J. A.
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2021, 9 (02) : 404 - 415
  • [42] Optimal Site and Size of Distributed Generation Allocation in Radial Distribution Network Using Multi-objective Optimization
    Aamir Ali
    M.U.Keerio
    J.A.Laghari
    Journal of Modern Power Systems and Clean Energy, 2021, 9 (02) : 404 - 415
  • [43] Optimal design of bioretention cells using multi-objective optimization technique
    Lee, Okjeong
    Kim, Sangdan
    Lee, Jungmin
    Park, Yoonkyung
    DESALINATION AND WATER TREATMENT, 2018, 102 : 134 - 140
  • [44] Multi-objective fuzzy model for optimal siting and sizing of DG units to reduce losses using Genetic Algorithm
    Kalesar, Babak Mohamadi
    Rouhollahi, Babak
    Noshahr, Javad Behkesh
    Tadayon, Mahdi
    Kermani, Mostafa
    2018 IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2018 IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE), 2018,
  • [45] Multi-objective Power Optimization of Microgrid with Distributed Generation
    Ashfaq, Sara
    Zhang, Daming
    Dong, Zhao Yang
    PROCEEDINGS OF TENCON 2018 - 2018 IEEE REGION 10 CONFERENCE, 2018, : 1554 - 1559
  • [46] An Advanced Multi-Objective Ant Lion Algorithm for Reservoir Flood Control Optimal Operation
    Ning, Yawei
    Ren, Minglei
    Guo, Shuai
    Liang, Guohua
    He, Bin
    Liu, Xiaoyang
    Tang, Rong
    WATER, 2024, 16 (06)
  • [47] Multi-objective Optimization of Distributed Generation Planning Using Impact Indices and Trade-off Technique
    Singh, Raj Kumar
    Goswami, S. K.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2011, 39 (11) : 1175 - 1190
  • [48] Multi-objective JAYA algorithm based Optimal location and Sizing of Distributed Generation in a Radial Distribution System
    Jain, Rohan Vinodkumar
    Venkaiah, Chintham
    2017 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2017,
  • [49] Multi-Objective Whale Optimization Algorithm for Optimal Allocation of Distributed Generation and Capacitor Bank
    Saleh, Ayat Ali
    Mohamed, Al-Attar Ali
    Hemeida, A. M.
    Ibrahim, Abdalla Ahmed
    PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN COMPUTER ENGINEERING (ITCE 2019), 2019, : 459 - 465
  • [50] Multi-objective PFDE algorithm for solving the optimal siting and sizing problem of multiple DG sources
    Moradi, Mohammad H.
    Tousi, S. M. Reza
    Abedini, Mohammad
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 56 : 117 - 126