Coordinated power management strategy for reliable hybridization of multi-source systems using hybrid MPPT algorithms

被引:3
|
作者
Rekioua, Djamila [1 ]
Mokrani, Zahra [1 ]
Kakouche, Khoudir [1 ]
Oubelaid, Adel [1 ]
Rekioua, Toufik [1 ]
Alhazmi, Mohannad [2 ]
Ali, Enas [3 ,4 ]
Bajaj, Mohit [5 ,6 ,7 ]
Mohammadi, Shir Ahmad Dost [8 ]
Ghoneim, Sherif S. M. [9 ]
机构
[1] Univ Bejaia, Fac Technol, Lab Technol Industrielle & Informat, Bejaia 06000, Algeria
[2] King Saud Univ, Coll Appl Engn, Elect Engn Dept, POB 2454, Riyadh 11451, Saudi Arabia
[3] Chitkara Univ, Chitkara Univ Inst Engn & Technol, Ctr Res Impact & Outcome, Rajpura 140401, Punjab, India
[4] Lovely Profess Univ, Div Res & Dev, Phagwara, Punjab, India
[5] Graph Era Deemed Univ, Dept Elect Engn, Dehra Dun 248002, India
[6] Al Ahliyya Amman Univ, Hourani Ctr Appl Sci Res, Amman, Jordan
[7] Graph Era Hill Univ, Dehra Dun 248002, India
[8] Alberoni Univ, Fac Engn, Dept Elect & Elect, Kapisa, Afghanistan
[9] Taif Univ, Coll Engn, Dept Elect Engn, Taif 21944, Saudi Arabia
关键词
Photovoltaic; Wind turbine; Hybrid MPPT; Power management control; Hybrid energy storage; Optimization; NONLINEAR PREDICTIVE CONTROL; WIND TURBINES; ENERGY; OPTIMIZATION; DESIGN;
D O I
10.1038/s41598-024-60116-4
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 discusses the solar and wind sourcesintegration in aremote location using hybrid power optimization approaches and a multi energy storage system with batteries and supercapacitors. The controllers in PV and wind turbine systems are used to efficiently operate maximum power point tracking (MPPT) algorithms, optimizing the overall system performance while minimizing stress on energy storage components. More specifically, on PV generator, the provided method integrating the Perturb & Observe (P&O) and Fuzzy Logic Control (FLC) methods. Meanwhile, for the wind turbine, the proposed approach combines the P&O and FLC methods. These hybrid MPPT strategies for photovoltaic (PV) and wind turbine aim to optimize its operation, taking advantage of the complementary features of the two methods. While the primary aim of these hybrid MPPT strategies is to optimize both PV and wind turbine, therefore minimizing stress on the storage system, they also aim to efficiently supply electricity to the load. For storage, in this isolated renewable energy system, batteries play a crucial role due to several specific benefits and reasons. Unfortunately, their energy density is still relatively lower compared to some other forms of energy storage. Moreover, they have a limited number of charge-discharge cycles before their capacity degrades significantly. Supercapacitors (SCs) provide significant advantages in certain applications, particularly those that need significant power density, quick charging and discharging, and long cycle life. However, their limitations, such as lower energy density and specific voltage requirements, make them most effective when combined with other storage technologies, as batteries. Furthermore, their advantages are enhanced, result a more dependable and cost-effective hybrid energy storage system (HESS). The paper introduces a novel algorithm for power management designed for an efficient control. Moreover, it focuses on managing storage systems to keep their state of charge (SOC) within defined range. The algorithm is simple and effective. Furthermore, it ensures the longevity of batteries and SCs while maximizing their performance. The results reveal that the suggested method successfully keeps the limits batteries and SCs state of charge (SOC). To show the significance of system design choices and the impact on the battery's SOC, which is crucial for the longevity and overall performance of the energy storage components, a comparison in of two systems have been made. A classical system with one storage (PV/wind turbine/batteries) and the proposed system with HESS (PV/wind turbine system with batteries). The results show that the suggested scenario investigated with both wind and solar resources appears to be the optimum solution for areas where the two resources are both significant and complementary. The balance between the two resources seems to contribute to less stress on storage components, potentially leading to a longer lifespan. An economical study has been made, using the Homer Pro software, to show the feasibility of the proposed system in the studied area.
引用
收藏
页数:43
相关论文
共 50 条
  • [1] An Ffficient Fuzzy Logic Based MPPT Control Strategy for Multi-Source Hybrid Power System
    Martin, Soro S.
    Chebak, Ahmed
    El Ouafi, Abderazak
    Mabrouki, Mustapha
    [J]. 2018 6TH INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2018, : 886 - 893
  • [2] The Multi-source and Multi Operation Domain Coordinated Control Strategy of Power Grid
    Ge, Wei-chun
    Huang, Qi-li
    Zhu, Jian-xin
    Wang, Jian-guo
    Chen, Qun
    Zhou, Gui-ping
    [J]. 2ND INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND OPTIMIZATION TECHNOLOGIES AND APPLICATIONS (MSOTA 2018), 2018, : 176 - 186
  • [3] A Management Strategy for Multi-Source Heat Pump Systems
    Emmi, Giuseppe
    Cavazzuti, Marco
    Bottarelli, Michele
    [J]. INTERNATIONAL JOURNAL OF HEAT AND TECHNOLOGY, 2022, 40 (04) : 879 - 887
  • [4] Power Management in Multi-Source Multi-Load Energy Harvesting Systems
    Saggini, S.
    Mattavelli, P.
    [J]. EPE: 2009 13TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS, VOLS 1-9, 2009, : 5007 - 5016
  • [5] Energy Management in the Multi-Source Systems
    Baqar, Awab
    Camara, Mamadou Bailo
    Dakyo, Brayima
    [J]. ENERGIES, 2022, 15 (08)
  • [6] Load Frequency Control Using Hybrid Intelligent Optimization Technique for Multi-Source Power Systems
    Gupta, Deepak Kumar
    Jha, Amitkumar V.
    Appasani, Bhargav
    Srinivasulu, Avireni
    Bizon, Nicu
    Thounthong, Phatiphat
    [J]. ENERGIES, 2021, 14 (06)
  • [7] Multi-Source Energy Harvesting Power Management
    Schlichting, Alexander D.
    Tiwari, Rashi
    Garcia, Ephrahim
    [J]. ACTIVE AND PASSIVE SMART STRUCTURES AND INTEGRATED SYSTEMS 2011, 2011, 7977
  • [8] Energy Management of a Multi-Source Power System
    Salah, Omar
    Shamayleh, Abdulrahim
    Mukhopadhyay, Shayok
    [J]. ALGORITHMS, 2021, 14 (07)
  • [9] Design of sustainable multi-source power systems using lithium batteries
    Layadi, Toufik Madani
    Champenois, Gerard
    Mostefai, Mohammed
    Colak, Ilhami
    Kayisli, Korhan
    [J]. JOURNAL OF ENERGY STORAGE, 2023, 60
  • [10] A new system configuration design and power management strategies for a multi-source hybrid truck
    Li, Zhenhe
    Huang, Yanjun
    Wang, Hong
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2018, 232 (08) : 1053 - 1062