Optimal allocation and sizing of renewable distributed generation using ant lion optimization algorithm

被引:0
|
作者
E. S. Ali
S. M. Abd Elazim
A. Y. Abdelaziz
机构
[1] Zagazig University,Electric Power and Machine Department, Faculty of Engineering
[2] Jazan University,Electrical Department, Faculty of Engineering
[3] Ain Shams University,Electric Power and Machine Department, Faculty of Engineering
来源
Electrical Engineering | 2018年 / 100卷
关键词
Distributed generation; Renewable energy; Loss reduction; Voltage profiles; ALOA; LSFs;
D O I
暂无
中图分类号
学科分类号
摘要
Renewable sources can provide a clean and smart solution to the increased demands. Thus, photovoltaic and wind turbine are considered here as sources of distributed generation (DG). Allocation and sizing of DG have greatly affected the system losses. In this paper, ant lion optimization algorithm (ALOA) is proposed for optimal allocation and sizing of DG-based renewable sources for radial distribution system. First, the most candidate buses for installing DG are suggested using loss sensitivity factors. Then the proposed ALOA is employed to deduce the locations of DG and their sizing from the elected buses. The proposed algorithm is tested on 69 bus radial distribution system. The obtained results via the proposed algorithm are compared with others to highlight its benefits in reducing total power losses and consequently maximizing the net saving. Moreover, the results are introduced to verify the superiority of the proposed algorithm to enhance the voltage profiles for various loading conditions.
引用
收藏
页码:99 / 109
页数:10
相关论文
共 50 条
  • [21] Optimal Allocation and Sizing of Distributed Generation for Loss Minimization using a Multi-Population Genetic Algorithm
    Silva Almeida, Alessandro Wilk
    Motta Toledo, Claudio F.
    Arantes, Marcio S.
    [J]. 2020 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2020,
  • [22] Optimal Sizing and Allocation of Distributed Generation in the Radial Power Distribution System Using Honey Badger Algorithm
    Khan, Muhammad Haris
    Ulasyar, Abasin
    Khattak, Abraiz
    Zad, Haris Sheh
    Alsharef, Mohammad
    Alahmadi, Ahmad Aziz
    Ullah, Nasim
    [J]. ENERGIES, 2022, 15 (16)
  • [23] Grey wolf optimizer for allocation and sizing of distributed renewable generation
    Ahmadi, Bahman
    Ceylan, Oguzhan
    Ozdemir, Aydogan
    [J]. 2019 54TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2019,
  • [24] Optimal power flow analysis including stochastic renewable energy sources using modified ant lion optimization algorithm
    Saini, Abhishek
    Rahi, Om Prakash
    [J]. WIND ENGINEERING, 2023, 47 (05) : 947 - 972
  • [25] Nested multi-objective PSO for optimal allocation and sizing of renewable energy distributed generation
    Eltamaly, Ali M.
    Al-Saud, M. S.
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2018, 10 (03)
  • [26] Optimal location and sizing determination of Distributed Generation and DSTATCOM using Particle Swarm Optimization algorithm
    Devi, S.
    Geethanjali, M.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 62 : 562 - 570
  • [27] Water, Energy and Food Algorithm with Optimal Allocation and Sizing of Renewable Distributed Generation for Power Loss Minimization in Distribution Systems (WEF)
    Hassan, Abdurrahman Shuaibu
    Sun, Yanxia
    Wang, Zenghui
    [J]. ENERGIES, 2022, 15 (06)
  • [28] Optimal Ant and Join Cardinality for Distributed Query Optimization Using Ant Colony Optimization Algorithm
    Tiwari, Preeti
    Chande, Swati, V
    [J]. EMERGING TRENDS IN EXPERT APPLICATIONS AND SECURITY, 2019, 841 : 385 - 392
  • [29] Optimal Allocation of Renewable Distributed Generation and Capacitor Banks in Distribution Systems using Salp Swarm Algorithm
    Sambaiah, Kola Sampangi
    Jayabarathi, T.
    [J]. INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2019, 9 (01): : 96 - 107
  • [30] Optimal Allocation of Renewable Distributed Generators and Electric Vehicles in a Distribution System Using the Political Optimization Algorithm
    Dharavat, Nagaraju
    Sudabattula, Suresh Kumar
    Velamuri, Suresh
    Mishra, Sachin
    Sharma, Naveen Kumar
    Bajaj, Mohit
    Elgamli, Elmazeg
    Shouran, Mokhtar
    Kamel, Salah
    [J]. ENERGIES, 2022, 15 (18)