IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v286y2024ics0360544223030426.html
   My bibliography  Save this article

Optimal reconfiguration design and HIL validation of hybrid PV-TEG systems via improved firefly algorithm

Author

Listed:
  • Yang, Bo
  • Zhang, Zijian
  • Zhang, Jie
  • Cheng, Xianlong
  • Li, Jiale
  • Shu, Jiale
  • Wang, Jiana
  • Wang, Xuetong
  • Li, Yulin
  • Wang, Jingbo

Abstract

Partial shading conditions (PSCs) caused by clouds, trees, buildings, and other factors can lead to uneven irradiance on the photovoltaic (PV) panel, resulting in reduced power output and decreased service life of PV systems. To deal with this problem, a reconfiguration method for hybrid photovoltaic-thermoelectric generation (PV-TEG) systems based on an improved firefly algorithm (IFA) is proposed in this paper. Firstly, the method uses PV-TEG hybrid system to make full use of the waste heat of traditional PV systems to improve the utilization rate of solar energy. Secondly, IFA is employed to adjust the electrical connection between the modules to reduce the adverse effects of PSC and increase the total output power of the system. To validate the effectiveness of this method, three different scale PV-TEG hybrid systems of 4 × 4, 9 × 9, and 15 × 9 are reconfigured under practical and standard shading conditions, and the results are compared with those obtained using PSO, GA, BWOA, AO, and ACO. The results demonstrate that the IFA-based reconfiguration enhances the output power by 31.19 %, 21.49 %, and 21.84 % for 4 × 4, 9 × 9, and 15 × 9 arrays compared with that without reconfiguration, respectively. Finally, hardware-in-the-loop (HIL) experiments further verify the hardware feasibility of the proposed method.

Suggested Citation

  • Yang, Bo & Zhang, Zijian & Zhang, Jie & Cheng, Xianlong & Li, Jiale & Shu, Jiale & Wang, Jiana & Wang, Xuetong & Li, Yulin & Wang, Jingbo, 2024. "Optimal reconfiguration design and HIL validation of hybrid PV-TEG systems via improved firefly algorithm," Energy, Elsevier, vol. 286(C).
    • Handle: RePEc:eee:energy:v:286:y:2024:i:c:s0360544223030426
    DOI: 10.1016/j.energy.2023.129648
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544223030426
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2023.129648?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hongkun Lv & Guoneng Li & Youqu Zheng & Jiangen Hu & Jian Li, 2018. "Compact Water-Cooled Thermoelectric Generator (TEG) Based on a Portable Gas Stove," Energies, MDPI, vol. 11(9), pages 1-19, August.
    2. Yang, Bo & Zeng, Chunyuan & Li, Danyang & Guo, Zhengxun & Chen, Yijun & Shu, Hongchun & Cao, Pulin & Li, Zilin, 2022. "Improved immune genetic algorithm based TEG system reconfiguration under non-uniform temperature distribution," Applied Energy, Elsevier, vol. 325(C).
    3. Khoshnazm, Mohammad Javad & Marzban, Ali & Azimi, Neda, 2023. "Performance enhancement of photovoltaic panels integrated with thermoelectric generators and phase change materials: Optimization and analysis of thermoelectric arrangement," Energy, Elsevier, vol. 267(C).
    4. Yin, Ershuai & Li, Qiang, 2022. "Achieving extensive lossless coupling of photovoltaic and thermoelectric devices through parallel connection," Renewable Energy, Elsevier, vol. 193(C), pages 565-575.
    5. Kadri, Riad & Andrei, Horia & Gaubert, Jean-Paul & Ivanovici, Traian & Champenois, Gérard & Andrei, Paul, 2012. "Modeling of the photovoltaic cell circuit parameters for optimum connection model and real-time emulator with partial shadow conditions," Energy, Elsevier, vol. 42(1), pages 57-67.
    6. Zhang, Xiaoshun & Tan, Tian & Yang, Bo & Wang, Jingbo & Li, Shengnan & He, Tingyi & Yang, Lei & Yu, Tao & Sun, Liming, 2020. "Greedy search based data-driven algorithm of centralized thermoelectric generation system under non-uniform temperature distribution," Applied Energy, Elsevier, vol. 260(C).
    7. Yang, Bo & Wu, Shaocong & Li, Qiang & Yan, Yingjie & Li, Danyang & Luo, Enbo & Zeng, Chunyuan & Chen, Yijun & Guo, Zhengxun & Shu, Hongchun & Li, Zilin & Wang, Jingbo, 2023. "Jellyfish search algorithm based optimal thermoelectric generation array reconfiguration under non-uniform temperature distribution condition," Renewable Energy, Elsevier, vol. 204(C), pages 197-217.
    8. Zhu, Wei & Deng, Yuan & Wang, Yao & Shen, Shengfei & Gulfam, Raza, 2016. "High-performance photovoltaic-thermoelectric hybrid power generation system with optimized thermal management," Energy, Elsevier, vol. 100(C), pages 91-101.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fathy, Ahmed, 2023. "Efficient energy valley optimization approach for reconfiguring thermoelectric generator system under non-uniform heat distribution," Renewable Energy, Elsevier, vol. 217(C).
    2. Yang, Bo & Wu, Shaocong & Li, Qiang & Yan, Yingjie & Li, Danyang & Luo, Enbo & Zeng, Chunyuan & Chen, Yijun & Guo, Zhengxun & Shu, Hongchun & Li, Zilin & Wang, Jingbo, 2023. "Jellyfish search algorithm based optimal thermoelectric generation array reconfiguration under non-uniform temperature distribution condition," Renewable Energy, Elsevier, vol. 204(C), pages 197-217.
    3. Yin, Linfei & Zhang, Bin, 2021. "Time series generative adversarial network controller for long-term smart generation control of microgrids," Applied Energy, Elsevier, vol. 281(C).
    4. He, Y. & Tao, Y.B. & Ye, H., 2023. "Periodic energy transmission and regulation of photovoltaic-phase change material-thermoelectric coupled system under space conditions," Energy, Elsevier, vol. 263(PC).
    5. Meng, Fankai & Chen, Lingen & Feng, Yuanli & Xiong, Bing, 2017. "Thermoelectric generator for industrial gas phase waste heat recovery," Energy, Elsevier, vol. 135(C), pages 83-90.
    6. Rezania, A. & Rosendahl, L.A., 2017. "Feasibility and parametric evaluation of hybrid concentrated photovoltaic-thermoelectric system," Applied Energy, Elsevier, vol. 187(C), pages 380-389.
    7. Uche, J. & Círez, F. & Bayod, A.A. & Martínez, A., 2013. "On-grid and off-grid batch-ED (electrodialysis) process: Simulation and experimental tests," Energy, Elsevier, vol. 57(C), pages 44-54.
    8. Jordehi, A. Rezaee, 2016. "Parameter estimation of solar photovoltaic (PV) cells: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 61(C), pages 354-371.
    9. Martí Comamala & Ivan Ruiz Cózar & Albert Massaguer & Eduard Massaguer & Toni Pujol, 2018. "Effects of Design Parameters on Fuel Economy and Output Power in an Automotive Thermoelectric Generator," Energies, MDPI, vol. 11(12), pages 1-28, November.
    10. Hegazy Rezk & Ziad Mohammed Ali & Omer Abdalla & Obai Younis & Mohamed Ramadan Gomaa & Mauia Hashim, 2019. "Hybrid Moth-Flame Optimization Algorithm and Incremental Conductance for Tracking Maximum Power of Solar PV/Thermoelectric System under Different Conditions," Mathematics, MDPI, vol. 7(10), pages 1-21, September.
    11. Md Maruf Hossain Shuvo & Twisha Titirsha & Nazmul Amin & Syed Kamrul Islam, 2022. "Energy Harvesting in Implantable and Wearable Medical Devices for Enduring Precision Healthcare," Energies, MDPI, vol. 15(20), pages 1-50, October.
    12. Slimane Hadji & Jean-Paul Gaubert & Fateh Krim, 2018. "Real-Time Genetic Algorithms-Based MPPT: Study and Comparison (Theoretical an Experimental) with Conventional Methods," Energies, MDPI, vol. 11(2), pages 1-17, February.
    13. Ali, Haider & Yilbas, Bekir Sami & Al-Sharafi, Abdullah, 2017. "Innovative design of a thermoelectric generator with extended and segmented pin configurations," Applied Energy, Elsevier, vol. 187(C), pages 367-379.
    14. Rezania, A. & Sera, D. & Rosendahl, L.A., 2016. "Coupled thermal model of photovoltaic-thermoelectric hybrid panel for sample cities in Europe," Renewable Energy, Elsevier, vol. 99(C), pages 127-135.
    15. Contento, Gaetano & Lorenzi, Bruno & Rizzo, Antonella & Narducci, Dario, 2017. "Efficiency enhancement of a-Si and CZTS solar cells using different thermoelectric hybridization strategies," Energy, Elsevier, vol. 131(C), pages 230-238.
    16. Li, Jiawen & Yu, Tao & Zhang, Xiaoshun & Li, Fusheng & Lin, Dan & Zhu, Hanxin, 2021. "Efficient experience replay based deep deterministic policy gradient for AGC dispatch in integrated energy system," Applied Energy, Elsevier, vol. 285(C).
    17. Zhang, Jin & Xuan, Yimin, 2019. "The electric feature synergy in the photovoltaic - Thermoelectric hybrid system," Energy, Elsevier, vol. 181(C), pages 387-394.
    18. Yang, Bo & Li, Yulin & Huang, Jianxiang & Li, Miwei & Zheng, Ruyi & Duan, Jinhang & Fan, Tingsheng & Zou, He & Liu, Tao & Wang, Jingbo & Shu, Hongchun & Jiang, Lin, 2023. "Modular reconfiguration of hybrid PV-TEG systems via artificial rabbit algorithm: Modelling, design and HIL validation," Applied Energy, Elsevier, vol. 351(C).
    19. Shittu, Samson & Li, Guiqiang & Zhao, Xudong & Ma, Xiaoli, 2019. "Series of detail comparison and optimization of thermoelectric element geometry considering the PV effect," Renewable Energy, Elsevier, vol. 130(C), pages 930-942.
    20. Goswami, Rohtash & Das, Ranjan, 2020. "Waste heat recovery from a biomass heat engine for thermoelectric power generation using two-phase thermosyphons," Renewable Energy, Elsevier, vol. 148(C), pages 1280-1291.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:286:y:2024:i:c:s0360544223030426. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.