IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i13p4864-d854426.html
   My bibliography  Save this article

A Comprehensive Energy Model for an Optimal Design of a Hybrid Refrigerated Van

Author

Listed:
  • Angelo Maiorino

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy)

  • Adrián Mota-Babiloni

    (ISTENER Research Group, Department of Mechanical Engineering and Construction, Campus de Riu Sec s/n, Universitat Jaume I, E-12071 Castelló de la Plana, Spain)

  • Fabio Petruzziello

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy)

  • Manuel Gesù Del Duca

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy)

  • Andrea Ariano

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy)

  • Ciro Aprea

    (Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy)

Abstract

The path towards decarbonization requires a progressive adaptation of all refrigeration systems, but only stationary ones have been intensely studied to improve their environmental performance. However, refrigerated transport is vital in the cold chain and must be considered in the green transition. In this paper, we propose a model for a hybrid refrigerated van that includes photovoltaic panels and electric batteries to decrease total greenhouse gas emissions from the engine. Thermal, electrical, and battery sub-models are considered and integrated into the comprehensive hybrid solar-powered refrigerated van model. Different technologies are compared, including lithium and lead-acid batteries and three different types of photovoltaic panels. The model was validated regarding van fuel consumption, showing a 4% deviation. Single and multiple delivery scenarios are considered to assess the energy, economic, and environmental benefits. Monthly CO 2 ,e emissions could be reduced by 20% compared to a standard refrigerated van. Despite the environmental benefits provided by this sustainable solution, the payback period is still too long (above 20 years) because of the necessary investment to adapt the vehicle and considering fuel and electricity prices currently.

Suggested Citation

  • Angelo Maiorino & Adrián Mota-Babiloni & Fabio Petruzziello & Manuel Gesù Del Duca & Andrea Ariano & Ciro Aprea, 2022. "A Comprehensive Energy Model for an Optimal Design of a Hybrid Refrigerated Van," Energies, MDPI, vol. 15(13), pages 1-23, July.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:13:p:4864-:d:854426
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/13/4864/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/15/13/4864/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:cdl:itsrrp:qt67f0v3zf is not listed on IDEAS
    2. Sovacool, Benjamin K. & Bazilian, Morgan & Griffiths, Steve & Kim, Jinsoo & Foley, Aoife & Rooney, David, 2021. "Decarbonizing the food and beverages industry: A critical and systematic review of developments, sociotechnical systems and policy options," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    3. Reda, Francesco & Paiho, Satu & Pasonen, Riku & Helm, Martin & Menhart, Florian & Schex, Richard & Laitinen, Ari, 2020. "Comparison of solar assisted heat pump solutions for office building applications in Northern climate," Renewable Energy, Elsevier, vol. 147(P1), pages 1392-1417.
    4. Angelo Maiorino & Fabio Petruzziello & Ciro Aprea, 2021. "Refrigerated Transport: State of the Art, Technical Issues, Innovations and Challenges for Sustainability," Energies, MDPI, vol. 14(21), pages 1-55, November.
    5. Antonella Meneghetti & Sara Ceschia, 2020. "Energy-efficient frozen food transports: the Refrigerated Routing Problem," International Journal of Production Research, Taylor & Francis Journals, vol. 58(14), pages 4164-4181, July.
    6. Franceschetti, Anna & Honhon, Dorothée & Van Woensel, Tom & Bektaş, Tolga & Laporte, Gilbert, 2013. "The time-dependent pollution-routing problem," Transportation Research Part B: Methodological, Elsevier, vol. 56(C), pages 265-293.
    7. Su, Peng & Ji, Jie & Cai, Jingyong & Gao, Yuhe & Han, Kedong, 2020. "Dynamic simulation and experimental study of a variable speed photovoltaic DC refrigerator," Renewable Energy, Elsevier, vol. 152(C), pages 155-164.
    8. Ming-Hui Chang & Han-Pang Huang & Shu-Wei Chang, 2013. "A New State of Charge Estimation Method for LiFePO 4 Battery Packs Used in Robots," Energies, MDPI, vol. 6(4), pages 1-24, April.
    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. Maximilian Lösch & Markus Fallmann & Agnes Poks & Martin Kozek, 2023. "Simulation-Based Sizing of a Secondary Loop Cooling System for a Refrigerated Vehicle," Energies, MDPI, vol. 16(18), pages 1-23, September.
    2. Maiorino, Angelo & Petruzziello, Fabio & Grilletto, Arcangelo & Aprea, Ciro, 2024. "Kinetic energy harvesting for enhancing sustainability of refrigerated transportation," Applied Energy, Elsevier, vol. 364(C).

    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. Sandoval, Cinda & Alvarado, Victor M. & Carmona, Jean-Claude & Lopez Lopez, Guadalupe & Gomez-Aguilar, J.F., 2017. "Energy management control strategy to improve the FC/SC dynamic behavior on hybrid electric vehicles: A frequency based distribution," Renewable Energy, Elsevier, vol. 105(C), pages 407-418.
    2. Liu, Zhongyi & Hu, Bin & Wu, Di & Wang, Ruzhu, 2025. "Electrification and decarbonization in global brewing industry driven by industrial heat pumps," Energy, Elsevier, vol. 325(C).
    3. Renata Toczyłowska-Mamińska & Mariusz Ł. Mamiński, 2022. "Wastewater as a Renewable Energy Source—Utilisation of Microbial Fuel Cell Technology," Energies, MDPI, vol. 15(19), pages 1-14, September.
    4. Róbert Csalódi & Tímea Czvetkó & Viktor Sebestyén & János Abonyi, 2022. "Sectoral Analysis of Energy Transition Paths and Greenhouse Gas Emissions," Energies, MDPI, vol. 15(21), pages 1-26, October.
    5. Gao, Yuhe & Ji, Jie & Han, Kedong & Zhang, Feng, 2021. "Experimental and numerical study of a PV/T direct-driven refrigeration/heating system," Energy, Elsevier, vol. 230(C).
    6. Han, Kedong & Ji, Jie & Cai, Jingyong & Gao, Yuhe & Zhang, Feng & Uddin, Md Muin & Song, Zhiying, 2021. "Experimental and numerical investigation on a novel photovoltaic direct-driven ice storage air-conditioning system," Renewable Energy, Elsevier, vol. 172(C), pages 514-528.
    7. Juan Manuel Madrid-Solórzano & Jorge Luis García-Alcaraz & Eduardo Martínez Cámara & Julio Blanco Fernández & Emilio Jiménez Macías, 2022. "Sustainable Industrial Sotol Production in Mexico—A Life Cycle Assessment," Agriculture, MDPI, vol. 12(12), pages 1-12, December.
    8. Ehmke, Jan Fabian & Campbell, Ann M. & Thomas, Barrett W., 2018. "Optimizing for total costs in vehicle routing in urban areas," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 116(C), pages 242-265.
    9. Yagcitekin, Bunyamin & Uzunoglu, Mehmet, 2016. "A double-layer smart charging strategy of electric vehicles taking routing and charge scheduling into account," Applied Energy, Elsevier, vol. 167(C), pages 407-419.
    10. Hamed, Mohammad M. & Mohammed, Ali & Olabi, Abdul Ghani, 2023. "Renewable energy adoption decisions in Jordan's industrial sector: Statistical analysis with unobserved heterogeneity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    11. Furini, Fabio & Persiani, Carlo Alfredo & Toth, Paolo, 2016. "The Time Dependent Traveling Salesman Planning Problem in Controlled Airspace," Transportation Research Part B: Methodological, Elsevier, vol. 90(C), pages 38-55.
    12. He, Hongwen & Xiong, Rui & Peng, Jiankun, 2016. "Real-time estimation of battery state-of-charge with unscented Kalman filter and RTOS μCOS-II platform," Applied Energy, Elsevier, vol. 162(C), pages 1410-1418.
    13. F. Isorna Llerena & E. López González & J. J. Caparrós Mancera & F. Segura Manzano & J. M. Andújar, 2021. "Hydrogen vs. Battery-Based Propulsion Systems in Unipersonal Vehicles—Developing Solutions to Improve the Sustainability of Urban Mobility," Sustainability, MDPI, vol. 13(10), pages 1-16, May.
    14. Boulif, Nadia & Evers, Renate & Driegen, Jelle & Nawaz, Ayesha & Borneman, Zandrie & Nijmeijer, Kitty, 2025. "The acid-base flow battery: Tradeoffs between energy density, efficiency, and stability," Applied Energy, Elsevier, vol. 383(C).
    15. Hu, Xiaosong & Feng, Fei & Liu, Kailong & Zhang, Lei & Xie, Jiale & Liu, Bo, 2019. "State estimation for advanced battery management: Key challenges and future trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
    16. Xuanjing Fang & Yanan Du & Yuzhuo Qiu, 2017. "Reducing Carbon Emissions in a Closed-Loop Production Routing Problem with Simultaneous Pickups and Deliveries under Carbon Cap-and-Trade," Sustainability, MDPI, vol. 9(12), pages 1-15, November.
    17. Wang, Wenyuan & Liu, Huakun & Tian, Qi & Xia, Zicheng & Liu, Suri & Peng, Yun, 2024. "An enhanced variable neighborhood search method for refrigerated container stacking and relocation problem with duplicate priorities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    18. Zheng, Zhihang & Jin, Yipeng & Zhou, Jin & Yang, Ying & Xu, Feng & Liu, Hongcheng, 2025. "A novel dynamic operation method for solar assisted air source heat pump systems: Optimization control and performance analysis," Energy, Elsevier, vol. 316(C).
    19. Raeesi, Ramin & Zografos, Konstantinos G., 2020. "The electric vehicle routing problem with time windows and synchronised mobile battery swapping," Transportation Research Part B: Methodological, Elsevier, vol. 140(C), pages 101-129.
    20. Cuma, Mehmet Ugras & Koroglu, Tahsin, 2015. "A comprehensive review on estimation strategies used in hybrid and battery electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 517-531.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:15:y:2022:i:13:p:4864-:d:854426. 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.