IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v206y2020ics0360544220311142.html
   My bibliography  Save this article

Operational conditions optimization of a proposed solar-powered adsorption cooling system: Experimental, modeling, and optimization algorithm techniques

Author

Listed:
  • Almohammadi, K.M.
  • Harby, K.

Abstract

Adsorption cooling systems have low energy efficiency and large sizes compared to traditional cooling systems and still have to be improved and optimized in order to become more competitive. The objective of this study is to enhance and optimize the performance of a solar powered adsorption cooling system (SDACS) by defining its optimal operating conditions. A multi-objective genetic algorithm (MOGA) combing a Kriging based response surface is employed to optimize the operating parameters. Eight operating parameters include hot, cooling, and chilled water temperatures and mass flow rates, and cycle and switching times are considered. An innovative SDACS with three axial finned tubes heat exchangers connected in parallel has been designed and tested. A non-equilibrium lumped parameter model has been developed to predict the system performance. Results from optimization algorithm and simulation are compared with those obtained experimentally and good agreements are obtained with ±10% maximum error. The proposed SDACS is able to produce about 0.56 kW (145 W kg−1) cooling power with a COP of about 0.52 at the rated operating conditions. The optimized operating conditions using MOGA improves the SCP by 51.7% and the system COP by 21% compared to the rated operating conditions at the same design parameters.

Suggested Citation

  • Almohammadi, K.M. & Harby, K., 2020. "Operational conditions optimization of a proposed solar-powered adsorption cooling system: Experimental, modeling, and optimization algorithm techniques," Energy, Elsevier, vol. 206(C).
  • Handle: RePEc:eee:energy:v:206:y:2020:i:c:s0360544220311142
    DOI: 10.1016/j.energy.2020.118007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220311142
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2020.118007?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. Verde, M. & Harby, K. & de Boer, Robert & Corberán, José M., 2016. "Performance evaluation of a waste-heat driven adsorption system for automotive air-conditioning: Part I – Modeling and experimental validation," Energy, Elsevier, vol. 116(P1), pages 526-538.
    2. Alsaman, Ahmed S. & Askalany, Ahmed A. & Harby, K. & Ahmed, Mahmoud S., 2017. "Performance evaluation of a solar-driven adsorption desalination-cooling system," Energy, Elsevier, vol. 128(C), pages 196-207.
    3. Perry, Simon & Klemeš, Jiří & Bulatov, Igor, 2008. "Integrating waste and renewable energy to reduce the carbon footprint of locally integrated energy sectors," Energy, Elsevier, vol. 33(10), pages 1489-1497.
    4. Hamdy, Mohamed & Askalany, Ahmed A. & Harby, K. & Kora, Nader, 2015. "An overview on adsorption cooling systems powered by waste heat from internal combustion engine," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1223-1234.
    5. Harby, K. & Al-Amri, Fahad, 2019. "An investigation on energy savings of a split air-conditioning using different commercial cooling pad thicknesses and climatic conditions," Energy, Elsevier, vol. 182(C), pages 321-336.
    6. Yakowitz, S. J. & Szidarovszky, F., 1985. "A comparison of kriging with nonparametric regression methods," Journal of Multivariate Analysis, Elsevier, vol. 16(1), pages 21-53, February.
    7. Saha, Bidyut B. & Boelman, Elisa C. & Kashiwagi, Takao, 1995. "Computational analysis of an advanced adsorption-refrigeration cycle," Energy, Elsevier, vol. 20(10), pages 983-994.
    8. Verde, M. & Harby, K. & de Boer, Robert & Corberán, José M., 2016. "Performance evaluation of a waste-heat driven adsorption system for automotive air-conditioning: Part II - Performance optimization under different real driving conditions," Energy, Elsevier, vol. 115(P1), pages 996-1009.
    9. Ramji, Harunal Rejan & Leo, Sing Lim & Abdullah, Mohammad Omar, 2014. "Parametric study and simulation of a heat-driven adsorber for air conditioning system employing activated carbon–methanol working pair," Applied Energy, Elsevier, vol. 113(C), pages 324-333.
    10. Hassan, H.Z. & Mohamad, A.A., 2012. "A review on solar cold production through absorption technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5331-5348.
    11. Harby, K., 2017. "Hydrocarbons and their mixtures as alternatives to environmental unfriendly halogenated refrigerants: An updated overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 1247-1264.
    12. Harby, K. & Gebaly, Doaa R. & Koura, Nader S. & Hassan, Mohamed S., 2016. "Performance improvement of vapor compression cooling systems using evaporative condenser: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 347-360.
    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. Alammar, Ahmed A. & Rezk, Ahmed & Alaswad, Abed & Fernando, Julia & Olabi, A.G. & Decker, Stephanie & Ruhumuliza, Joseph & Gasana, Quénan, 2022. "The technical, economic, and environmental feasibility of a bioheat-driven adsorption cooling system for food cold storing: A case study of Rwanda," Energy, Elsevier, vol. 258(C).
    2. Lo Basso, Gianluigi & de Santoli, Livio & Paiolo, Romano & Losi, Claudio, 2021. "The potential role of trans-critical CO2 heat pumps within a solar cooling system for building services: The hybridised system energy analysis by a dynamic simulation model," Renewable Energy, Elsevier, vol. 164(C), pages 472-490.
    3. Jianke Hu & Kai Teng & Yida Qiu & Yuzhu Chen & Jun Wang & Peter Lund, 2022. "Thermodynamic and Economic Performance Assessment of Double-Effect Absorption Chiller Systems with Series and Parallel Connections," Energies, MDPI, vol. 15(23), pages 1-17, December.
    4. Gao, Peng & Wei, Xinyu & Wang, Liwei & Zhu, Fangqi, 2022. "Compression-assisted decomposition thermochemical sorption energy storage system for deep engine exhaust waste heat recovery," Energy, Elsevier, vol. 244(PB).
    5. Chauhan, P.R. & Kaushik, S.C. & Tyagi, S.K., 2022. "Current status and technological advancements in adsorption refrigeration systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(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. Harby, K., 2017. "Hydrocarbons and their mixtures as alternatives to environmental unfriendly halogenated refrigerants: An updated overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 1247-1264.
    2. Verde, M. & Harby, K. & de Boer, Robert & Corberán, José M., 2016. "Performance evaluation of a waste-heat driven adsorption system for automotive air-conditioning: Part I – Modeling and experimental validation," Energy, Elsevier, vol. 116(P1), pages 526-538.
    3. Hassan, H.Z. & Mohamad, A.A. & Alyousef, Y. & Al-Ansary, H.A., 2015. "A review on the equations of state for the working pairs used in adsorption cooling systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 600-609.
    4. Sah, Ramesh P. & Choudhury, Biplab & Das, Ranadip K., 2015. "A review on adsorption cooling systems with silica gel and carbon as adsorbents," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 123-134.
    5. Hassan, H.Z. & Mohamad, A.A. & Al-Ansary, H.A. & Alyousef, Y.M., 2014. "Dynamic analysis of the CTAR (constant temperature adsorption refrigeration) cycle," Energy, Elsevier, vol. 77(C), pages 852-858.
    6. Verde, M. & Harby, K. & de Boer, Robert & Corberán, José M., 2016. "Performance evaluation of a waste-heat driven adsorption system for automotive air-conditioning: Part II - Performance optimization under different real driving conditions," Energy, Elsevier, vol. 115(P1), pages 996-1009.
    7. Cabeza, Luisa F. & Solé, Aran & Barreneche, Camila, 2017. "Review on sorption materials and technologies for heat pumps and thermal energy storage," Renewable Energy, Elsevier, vol. 110(C), pages 3-39.
    8. Zhou, Yuekuan & Zheng, Siqian & Hensen, Jan L.M., 2024. "Machine learning-based digital district heating/cooling with renewable integrations and advanced low-carbon transition," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    9. Mohammadzadeh Kowsari, Milad & Niazmand, Hamid & Tokarev, Mikhail Mikhailovich, 2018. "Bed configuration effects on the finned flat-tube adsorption heat exchanger performance: Numerical modeling and experimental validation," Applied Energy, Elsevier, vol. 213(C), pages 540-554.
    10. Golparvar, Behzad & Niazmand, Hamid & Sharafian, Amir & Ahmadian Hosseini, Amirjavad, 2018. "Optimum fin spacing of finned tube adsorber bed heat exchangers in an exhaust gas-driven adsorption cooling system," Applied Energy, Elsevier, vol. 232(C), pages 504-516.
    11. Alklaibi, A.M. & Lior, N., 2021. "Waste heat utilization from internal combustion engines for power augmentation and refrigeration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    12. Faizan Shabir & Muhammad Sultan & Yasir Niaz & Muhammad Usman & Sobhy M. Ibrahim & Yongqiang Feng & Bukke Kiran Naik & Abdul Nasir & Imran Ali, 2020. "Steady-State Investigation of Carbon-Based Adsorbent–Adsorbate Pairs for Heat Transformation Application," Sustainability, MDPI, vol. 12(17), pages 1-15, August.
    13. Xu, Jing & Pan, Qaunwen & Zhang, Wei & Liu, Zhiliang & Wang, Ruzhu & Ge, Tianshu, 2022. "Design and experimental study on a hybrid adsorption refrigeration system using desiccant coated heat exchangers for efficient energy utilization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    14. Gao, P. & Wang, L.W. & Zhu, F.Q., 2021. "Vapor-compression refrigeration system coupled with a thermochemical resorption energy storage unit for a refrigerated truck," Applied Energy, Elsevier, vol. 290(C).
    15. Askalany, Ahmed A. & Ernst, Sebastian-Johannes & Hügenell, Philipp P.C. & Bart, Hans-Jörg & Henninger, Stefan K. & Alsaman, Ahmed S., 2017. "High potential of employing bentonite in adsorption cooling systems driven by low grade heat source temperatures," Energy, Elsevier, vol. 141(C), pages 782-791.
    16. Nagel, Thomas & Beckert, Steffen & Lehmann, Christoph & Gläser, Roger & Kolditz, Olaf, 2016. "Multi-physical continuum models of thermochemical heat storage and transformation in porous media and powder beds—A review," Applied Energy, Elsevier, vol. 178(C), pages 323-345.
    17. Solmuş, İsmail & Yamalı, Cemil & Yıldırım, Cihan & Bilen, Kadir, 2015. "Transient behavior of a cylindrical adsorbent bed during the adsorption process," Applied Energy, Elsevier, vol. 142(C), pages 115-124.
    18. Varbanov, Petar Sabev & Fodor, Zsófia & Klemeš, Jiří Jaromír, 2012. "Total Site targeting with process specific minimum temperature difference (ΔTmin)," Energy, Elsevier, vol. 44(1), pages 20-28.
    19. Gassner, Martin & Maréchal, François, 2009. "Thermodynamic comparison of the FICFB and Viking gasification concepts," Energy, Elsevier, vol. 34(10), pages 1744-1753.
    20. Askalany, Ahmed A. & Uddin, Kutub & Saha, Bidyut B. & Sultan, Muhammad & Santori, Giulio, 2022. "Water desalination by silica supported ionic liquid: Adsorption kinetics and system modeling," Energy, Elsevier, vol. 239(PD).

    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:206:y:2020:i:c:s0360544220311142. 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.