IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v12y2019i7p1300-d220046.html
   My bibliography  Save this article

Particle Swarm Optimization-Based Power and Temperature Control Scheme for Grid-Connected DFIG-Based Dish-Stirling Solar-Thermal System

Author

Listed:
  • Yang Li

    (Department of Electrical Engineering, School of Automation, Wuhan University of Technology, Wuhan 430070, Hubei, China)

  • Binyu Xiong

    (Department of Electrical Engineering, School of Automation, Wuhan University of Technology, Wuhan 430070, Hubei, China)

  • Yixin Su

    (Department of Electrical Engineering, School of Automation, Wuhan University of Technology, Wuhan 430070, Hubei, China)

  • Jinrui Tang

    (Department of Electrical Engineering, School of Automation, Wuhan University of Technology, Wuhan 430070, Hubei, China)

  • Zhiwen Leng

    (China Ship Development and Design Center, Wuhan 430064, Hubei, China)

Abstract

Variable-speed operation of a dish-Stirling (DS) concentrated solar-thermal power generating system can achieve higher energy conversion efficiency compared to the conventional fixed-speed operation system. However, tuning of the controllers for the existing control schemes is cumbersome due to the presence of a large number of control parameters. This paper proposes a new control system design approach for the doubly-fed induction generator (DFIG)-based DS system to achieve maximum power point tracking and constant receiver temperature regulation. Based on a developed thermo-electro-pneumatic model, a coordinated torque and mean pressure control scheme is proposed. Through steady-state analysis, the optimal torque is calculated using the measured insolation and it serves as the tracking reference for direct torque control of the DFIG. To minimize the tracking error due to temperature variation and the compressor loss of the hydrogen supply system, four optimal control parameters are determined using particle swarm optimization (PSO). Model-order reduction and the process of the pre-examination of system stability are incorporated into the PSO algorithm, and it effectively reduces the search effort for the best solution to achieve maximum power point tracking and maintain the temperature around the set-point. The results from computational simulations are presented to show the efficacy of the proposed scheme in supplying the grid system with smoothened maximum power generation as the solar irradiance varies.

Suggested Citation

  • Yang Li & Binyu Xiong & Yixin Su & Jinrui Tang & Zhiwen Leng, 2019. "Particle Swarm Optimization-Based Power and Temperature Control Scheme for Grid-Connected DFIG-Based Dish-Stirling Solar-Thermal System," Energies, MDPI, vol. 12(7), pages 1-23, April.
  • Handle: RePEc:gam:jeners:v:12:y:2019:i:7:p:1300-:d:220046
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/12/7/1300/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/12/7/1300/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rubén Gil & Carlos Monné & Nuria Bernal & Mariano Muñoz & Francisco Moreno, 2015. "Thermal Model of a Dish Stirling Cavity-Receiver," Energies, MDPI, vol. 8(2), pages 1-16, January.
    2. Mendoza Castellanos, Luis Sebastián & Galindo Noguera, Ana Lisbeth & Carrillo Caballero, Gaylord Enrique & De Souza, André Leandro & Melian Cobas, Vladimir Rafael & Silva Lora, Electo Eduardo & Ventur, 2019. "Experimental analysis and numerical validation of the solar Dish/Stirling system connected to the electric grid," Renewable Energy, Elsevier, vol. 135(C), pages 259-265.
    3. Songgang Qiu & Laura Solomon & Garrett Rinker, 2017. "Development of an Integrated Thermal Energy Storage and Free-Piston Stirling Generator for a Concentrating Solar Power System," Energies, MDPI, vol. 10(9), pages 1-17, September.
    4. Zhu, Shunmin & Yu, Guoyao & O, Jongmin & Xu, Tao & Wu, Zhanghua & Dai, Wei & Luo, Ercang, 2018. "Modeling and experimental investigation of a free-piston Stirling engine-based micro-combined heat and power system," Applied Energy, Elsevier, vol. 226(C), pages 522-533.
    5. Thombare, D.G. & Verma, S.K., 2008. "Technological development in the Stirling cycle engines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(1), pages 1-38, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pablo Jimenez Zabalaga & Evelyn Cardozo & Luis A. Choque Campero & Joseph Adhemar Araoz Ramos, 2020. "Performance Analysis of a Stirling Engine Hybrid Power System," Energies, MDPI, vol. 13(4), pages 1-38, February.
    2. Qun Niu & Han Wang & Ziyuan Sun & Zhile Yang, 2019. "An Improved Bare Bone Multi-Objective Particle Swarm Optimization Algorithm for Solar Thermal Power Plants," Energies, MDPI, vol. 12(23), pages 1-22, November.
    3. Zhonglin Lin & Qingyan Wei & Runmin Ji & Xianghua Huang & Yuan Yuan & Zhiwen Zhao, 2019. "An Electro-Pneumatic Force Tracking System using Fuzzy Logic Based Volume Flow Control," Energies, MDPI, vol. 12(20), pages 1-21, October.

    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. Buscemi, Alessandro & Lo Brano, Valerio & Chiaruzzi, Christian & Ciulla, Giuseppina & Kalogeri, Christina, 2020. "A validated energy model of a solar dish-Stirling system considering the cleanliness of mirrors," Applied Energy, Elsevier, vol. 260(C).
    2. Pablo Jimenez Zabalaga & Evelyn Cardozo & Luis A. Choque Campero & Joseph Adhemar Araoz Ramos, 2020. "Performance Analysis of a Stirling Engine Hybrid Power System," Energies, MDPI, vol. 13(4), pages 1-38, February.
    3. Zhu, Shunmin & Yu, Guoyao & Liang, Kun & Dai, Wei & Luo, Ercang, 2021. "A review of Stirling-engine-based combined heat and power technology," Applied Energy, Elsevier, vol. 294(C).
    4. Carmela Perozziello & Lavinia Grosu & Bianca Maria Vaglieco, 2021. "Free-Piston Stirling Engine Technologies and Models: A Review," Energies, MDPI, vol. 14(21), pages 1-22, October.
    5. Zhu, Shunmin & Yu, Guoyao & Ma, Ying & Cheng, Yangbin & Wang, Yalei & Yu, Shaofei & Wu, Zhanghua & Dai, Wei & Luo, Ercang, 2019. "A free-piston Stirling generator integrated with a parabolic trough collector for thermal-to-electric conversion of solar energy," Applied Energy, Elsevier, vol. 242(C), pages 1248-1258.
    6. Al-Nimr, Moh’d A. & Al-Ammari, Wahib A., 2020. "A novel hybrid and interactive solar system consists of Stirling engine ̸vacuum evaporator ̸thermoelectric cooler for electricity generation and water distillation," Renewable Energy, Elsevier, vol. 153(C), pages 1053-1066.
    7. Zhao, Tingting & Jiang, Weitao & Niu, Dong & Liu, Hongzhong & Chen, Bangdao & Shi, Yongsheng & Yin, Lei & Lu, Bingheng, 2017. "Flexible pyroelectric device for scavenging thermal energy from chemical process and as self-powered temperature monitor," Applied Energy, Elsevier, vol. 195(C), pages 754-760.
    8. Hadžiselimović, Miralem & Srpčič, Gregor & Brinovar, Iztok & Praunseis, Zdravko & Seme, Sebastijan & Štumberger, Bojan, 2019. "A novel concept of linear oscillatory synchronous generator designed for a stirling engine," Energy, Elsevier, vol. 180(C), pages 19-27.
    9. Chang, Depeng & Hu, Jianying & Sun, Yanlei & Zhang, Limin & Chen, Yanyan & Luo, Ercang, 2023. "Numerical investigation on key parameters of a double-acting free piston Stirling generator," Energy, Elsevier, vol. 278(PB).
    10. Cheng, Chin-Hsiang & Yu, Ying-Ju, 2012. "Combining dynamic and thermodynamic models for dynamic simulation of a beta-type Stirling engine with rhombic-drive mechanism," Renewable Energy, Elsevier, vol. 37(1), pages 161-173.
    11. Marion, Michaël & Louahlia, Hasna & Gualous, Hamid, 2016. "Performances of a CHP Stirling system fuelled with glycerol," Renewable Energy, Elsevier, vol. 86(C), pages 182-191.
    12. Qiu, Hao & Wang, Kai & Yu, Peifeng & Ni, Mingjiang & Xiao, Gang, 2021. "A third-order numerical model and transient characterization of a β-type Stirling engine," Energy, Elsevier, vol. 222(C).
    13. Cheng, Chin-Hsiang & Yang, Hang-Suin & Keong, Lam, 2013. "Theoretical and experimental study of a 300-W beta-type Stirling engine," Energy, Elsevier, vol. 59(C), pages 590-599.
    14. Karabulut, H. & Çınar, C. & Oztürk, E. & Yücesu, H.S., 2010. "Torque and power characteristics of a helium charged Stirling engine with a lever controlled displacer driving mechanism," Renewable Energy, Elsevier, vol. 35(1), pages 138-143.
    15. Li, Xueling & Li, Renfu & Chang, Huawei & Zeng, Lijian & Xi, Zhaojun & Li, Yichao, 2022. "Numerical simulation of a cavity receiver enhanced with transparent aerogel for parabolic dish solar power generation," Energy, Elsevier, vol. 246(C).
    16. Catapano, F. & Frazzica, A. & Freni, A. & Manzan, M. & Micheli, D. & Palomba, V. & Sementa, P. & Vaglieco, B.M., 2022. "Development and experimental testing of an integrated prototype based on Stirling, ORC and a latent thermal energy storage system for waste heat recovery in naval application," Applied Energy, Elsevier, vol. 311(C).
    17. Zhao, Xiaohuan & Jiang, Jiang & Zuo, Hongyan & Jia, Guohai, 2023. "Soot combustion characteristics of oxygen concentration and regeneration temperature effect on continuous pulsation regeneration in diesel particulate filter for heavy-duty truck," Energy, Elsevier, vol. 264(C).
    18. Cheng, Chin-Hsiang & Yang, Hang-Suin, 2011. "Analytical model for predicting the effect of operating speed on shaft power output of Stirling engines," Energy, Elsevier, vol. 36(10), pages 5899-5908.
    19. Masoumi, A.P. & Tavakolpour-Saleh, A.R. & Rahideh, A., 2020. "Applying a genetic-fuzzy control scheme to an active free piston Stirling engine: Design and experiment," Applied Energy, Elsevier, vol. 268(C).
    20. Ahmad, Lujean & Khordehgah, Navid & Malinauskaite, Jurgita & Jouhara, Hussam, 2020. "Recent advances and applications of solar photovoltaics and thermal technologies," Energy, Elsevier, vol. 207(C).

    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:gam:jeners:v:12:y:2019:i:7:p:1300-:d:220046. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.