Effective optimal control of a wind turbine system with hybrid energy storage and hybrid MPPT approach

被引:1
|
作者
Rekioua, D. [1 ]
Mezzai, N. [1 ]
Mokrani, Z. [1 ]
Oubelaid, A. [1 ]
Kakouche, K. [1 ]
Logerais, P. O. [2 ]
Alshareef, Muhannad [3 ]
Bajaj, Mohit [4 ,5 ,6 ]
Tuka, Milkias Berhanu [7 ]
Ghoneim, Sherif S. M. [8 ]
机构
[1] Univ Bejaia, Fac Technol, Lab Technol Industrielle & Informat, Bejaia 06000, Algeria
[2] Univ Paris Est Creteil, CERTES, IUT Senart Fontainebleau, F-77567 Lieusaint, France
[3] Umm Al Qura Univ, Coll Engn & Comp Al Qunfudhah, Dept Elect Engn, Mecca, Saudi Arabia
[4] Graph Era Deemed Univ, Dept Elect Engn, Dehra Dun 248002, India
[5] AL Ahliyya Amman Univ, Hourani Ctr Appl Sci Res, Amman, Jordan
[6] Univ Business & Technol, Coll Engn, Jeddah 21448, Saudi Arabia
[7] Addis Ababa Sci & Technol Univ, Coll Engn, Sustainable Energy Ctr Excellence, Dept Elect & Comp Engn, Addis Ababa, Ethiopia
[8] Taif Univ, Coll Engn, Dept Elect Engn, Taif 21944, Saudi Arabia
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Wind turbine; Batteries; Supercapacitor; Optimal control; Hybrid MPPT; Power management control; Hybrid energy storage; NONLINEAR PREDICTIVE CONTROL; MANAGEMENT-SYSTEM; POWER-FLOW; OPTIMIZATION; OPERATION; DISPATCH; LOAD;
D O I
10.1038/s41598-024-78847-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This research paper discusses a wind turbine system and its integration in remote locations using a hybrid power optimization approach and a hybrid storage system. Wind turbine systems' optimization controllers operate MPPT strategies efficiently, optimizing the system's overall performance. The proposed approach is HTb(P&O/FLC), which combines the P&O and FLC methods. This innovative hybrid MPPT strategy takes advantage of the two methods. It maximizes the wind power thus minimizing stress on the storage system. For storage, batteries are important in isolated renewable energy systems due the interminent renewable sources. Unfortunately, they have some drawbacks as lower energy density, and limited charge-discharge. Besides, supercapacitors (SCs) have advantages as quick charging and discharging and long cycle life and some drawbacks as lower energy density and specific voltage requirements. This paper proposes a hybrid storage system combining batteries and SCs. To manage the two storage technologies, an effective algorithm isproposed focusing on managing their storage systems. The findings indicate that the proposed strategy effectively maintains the state of charge (SOC) of both the batteries and SCs in the intended limits. Simulation under MATLAB and Real-time with RT-LAB were carried out to validate the proposed control approach for the wind turbine system.
引用
收藏
页数:30
相关论文
共 50 条
  • [1] Optimal Control of Wind Power Hybrid Energy Storage System
    Lu, Yun
    Xu, Jun
    Zhao, Yonglai
    Ye, Peng
    Li, Haibo
    PROCEEDINGS FIRST INTERNATIONAL CONFERENCE ON ELECTRONICS INSTRUMENTATION & INFORMATION SYSTEMS (EIIS 2017), 2017, : 52 - 56
  • [2] An optimal coordination control of hybrid wind/photovoltaic/energy storage system
    Liu, Xia
    Jiang, Quanyuan
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2012, 36 (14): : 95 - 100
  • [3] Optimal Design of Hybrid Energy System with PV/Wind Turbine/Storage: A Case Study
    Huang, Rui
    Low, Steven H.
    Topcu, Ufuk
    Chandy, K. Mani
    Clarke, Christopher R.
    2011 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2011,
  • [4] Predictive energy management for a wind turbine with hybrid energy storage system
    Gonzalez-Rivera, Enrique
    Sarrias-Mena, Raul
    Garcia-Trivino, Pablo
    Fernandez-Ramirez, Luis M.
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2020, 44 (03) : 2316 - 2331
  • [5] Control of the Hybrid Renewable Energy System with Wind Turbine, Photovoltaic Panels and Battery Energy Storage
    Gajewski, Piotr
    Pienkowski, Krzysztof
    ENERGIES, 2021, 14 (06)
  • [6] Analysis, Modeling and Control of a Hybrid Drive Wind Turbine With Hydrogen Energy Storage System
    Yin, Wenliang
    Liu, Lin
    Rui, Xiaoming
    IEEE ACCESS, 2020, 8 : 114795 - 114806
  • [7] Enhancing energy control for a hybrid system comprising a wind turbine, diesel generator, and storage systems
    Ben Halima, Nahla
    Ben Halima, Naila
    Kolsi, Hela
    Oualha, Abdelmajid
    WIND ENGINEERING, 2024,
  • [8] Optimal Power Dispatch and Control of a Wind Turbine and Battery Hybrid System
    Ma, Zheren
    Chen, Dongmei
    2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 3052 - 3057
  • [9] Control of a hybrid wind turbine/battery energy storage power generation system considering statistical wind characteristics
    Shahirinia, A. H.
    Hajizadeh, A.
    Yu, D. C.
    Feliachi, A.
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2012, 4 (05)
  • [10] Fuzzy Logic Based MPPT Control for a PV/Wind Hybrid Energy System
    Zebraoui, Otmane
    Bouzi, Mostafa
    PROCEEDINGS OF 2017 INTERNATIONAL RENEWABLE & SUSTAINABLE ENERGY CONFERENCE (IRSEC' 17), 2017, : 881 - 887