Whale Optimization Algorithm Based Optimal Operation of Power Distribution Systems

被引：1
|
作者：
Baimakhanov, Olzhas [1 ]
Saukhimov, Almaz [1 ]
Ceylan, Oguzhan [2 ]
机构：
[1] Almaty Univ Power Engn & Telecommun, Elect Power Syst Dept, Alma Ata, Kazakhstan
[2] Marmara Univ, Dept Elect & Elect Engn, Istanbul, Turkey
来源：
2022 57TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC 2022): BIG DATA AND SMART GRIDS | 2022年
关键词：
distribution system; optimization; renewable energy sources; Whale Optimization Algorithm; PLACEMENT;
D O I：
10.1109/UPEC55022.2022.9917748
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 solves the optimal operation problem of distribution systems using renewable energy sources and voltage regulators. The developed model makes use of Whale Optimization Algorithm based optimization. We apply the proposed optimization model to a modified low voltage distribution system of Almaty, Kazakhstan. Three different cases were simulated. The cases considered are medium load level with medium PV power output, high load level with medium PV output, and high load level and low PV power outputs. The simulation results show that the proposed algorithm is able lower the active power losses.
引用
收藏
页数：6
相关论文
共 50 条
  • [31] Optimal control of autonomous vehicle path tracking based on whale optimization algorithm
    Han, Fang
    Liu, Yingjie
    Peng, Wen
    [J]. JOURNAL OF VIBROENGINEERING, 2024, 26 (04) : 936 - 947
  • [32] Centralized/Decentralized Optimal Load Flow Based on Tuned Whale Optimization Algorithm
    Hassan, Nada Mamdouh
    Swief, R. A.
    Kamh, M. Z.
    Hasanien, Hany M.
    Abdelaziz, Almoataz Youssef
    [J]. PROCEEDINGS OF 2020 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN COMMUNICATION AND COMPUTER ENGINEERING (ITCE), 2020, : 352 - 358
  • [33] Optimal chiller loading for energy conservation using a hybrid whale optimization algorithm based on population membrane systems
    Mohammadbeigi, Amir
    Maroosi, Ali
    Hemmati, Mohammad
    [J]. INTERNATIONAL JOURNAL OF MODELLING AND SIMULATION, 2022, 42 (01): : 101 - 116
  • [34] Integrated Optimal Operation of Water and Power Distribution Systems under Uncertainty: An Adjustable Robust Optimization Approach
    Perelman, Gal
    Ostfeld, Avi
    [J]. WORLD ENVIRONMENTAL AND WATER RESOURCES CONGRESS 2024: CLIMATE CHANGE IMPACTS ON THE WORLD WE LIVE IN, 2024, : 1339 - 1352
  • [35] Capacity-based optimization using whale optimization technique of a power distribution network
    Simachew, Bawoke
    Khan, Baseem
    Guerrero, Josep M.
    Padmanaban, Sanjeevikumar
    Mahela, Om Prakash
    Alhelou, Hassan Haes
    [J]. ENGINEERING REPORTS, 2022, 4 (01)
  • [36] Optimal Operation of Hydropower Reservoir Systems Using Weed Optimization Algorithm
    Azizipour, Mohammad
    Ghalenoei, Vahid
    Afshar, M. H.
    Solis, S. S.
    [J]. WATER RESOURCES MANAGEMENT, 2016, 30 (11) : 3995 - 4009
  • [37] Optimal Operation of Hydropower Reservoir Systems Using Weed Optimization Algorithm
    Mohammad Azizipour
    Vahid Ghalenoei
    M. H. Afshar
    S. S. Solis
    [J]. Water Resources Management, 2016, 30 : 3995 - 4009
  • [38] Optimization of transformer parameters at distribution and power levels with hybrid Grey wolf-whale optimization algorithm
    Toren, Murat
    [J]. ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2023, 43
  • [39] Risk-Based Design Optimization of Contamination Detection Sensors in Water Distribution Systems: Application of an Improved Whale Optimization Algorithm
    Ahmadabadi, Sanaz Afzali
    Jafari-Asl, Jafar
    Banifakhr, Elham
    Houssein, Essam H.
    Ben Seghier, Mohamed El Amine
    [J]. WATER, 2023, 15 (12)
  • [40] Optimal routing using whale optimization and lion optimization algorithm in WSN
    Madhvi Saxena
    Subrata Dutta
    Binod Kumar Singh
    [J]. Wireless Networks, 2024, 30 : 1601 - 1618
12345