IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v203y2017icp280-303.html
   My bibliography  Save this article

Hourly yield prediction of a double-slope solar still hybrid with rubber scrapers in low-latitude areas based on the particle swarm optimization technique

Author

Listed:
  • Al-Sulttani, Ali O.
  • Ahsan, Amimul
  • Hanoon, Ammar N.
  • Rahman, A.
  • Daud, N.N.N.
  • Idrus, S.

Abstract

Several studies have attempted to improve the productivity of solar stills and build expressive models for yield prediction. However, most of these models do not consider the amount of condensed water that falls from the condensing cover towards the solar still basin, especially in the case of small-slope covers. This oversight can significantly affect the accuracy of these models. In this study, we developed a fairly simple method to estimate the amount of distilled water produced every hour from the double-slope solar still hybrid with rubber scrapers (DSSSHS) in low-latitude areas. The proposed model is based on the determination of the best values for the unknown constant (C) and the exponent (n) for the Nusselt number expression used to formulate the equation for the estimation of the hourly yield of a solar still (HYSS). This was achieved by solving an optimization problem using the particle swarm optimization (PSO) algorithm in which the optimal yields were determined by estimating the optimal values of the unknown C and n parameters. This technique, which is used for the first time in this study to build a yield prediction model, avoided the conventional trial-and-error approach to calculating unknown coefficients in a proposed model. Furthermore, the use of rubber scrapers to collect the condensed water that accumulates on the inner surfaces of the condensing cover enhanced the accuracy of the measurement of solar still experimental yields, which consequently improved the accuracy of the model. The proposed model was validated against the experimental data collected in this study. The results showed that the built model was able to accurately estimate the HYSS values.

Suggested Citation

  • Al-Sulttani, Ali O. & Ahsan, Amimul & Hanoon, Ammar N. & Rahman, A. & Daud, N.N.N. & Idrus, S., 2017. "Hourly yield prediction of a double-slope solar still hybrid with rubber scrapers in low-latitude areas based on the particle swarm optimization technique," Applied Energy, Elsevier, vol. 203(C), pages 280-303.
    • Handle: RePEc:eee:appene:v:203:y:2017:i:c:p:280-303
    DOI: 10.1016/j.apenergy.2017.06.011
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261917307699
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2017.06.011?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. Kashefi Kaviani, A. & Riahy, G.H. & Kouhsari, SH.M., 2009. "Optimal design of a reliable hydrogen-based stand-alone wind/PV generating system, considering component outages," Renewable Energy, Elsevier, vol. 34(11), pages 2380-2390.
    2. AlRashidi, M.R. & EL-Naggar, K.M., 2010. "Long term electric load forecasting based on particle swarm optimization," Applied Energy, Elsevier, vol. 87(1), pages 320-326, January.
    3. Hakimi, S.M. & Moghaddas-Tafreshi, S.M., 2009. "Optimal sizing of a stand-alone hybrid power system via particle swarm optimization for Kahnouj area in south-east of Iran," Renewable Energy, Elsevier, vol. 34(7), pages 1855-1862.
    4. Elfasakhany, Ashraf, 2016. "Performance assessment and productivity of a simple-type solar still integrated with nanocomposite energy storage system," Applied Energy, Elsevier, vol. 183(C), pages 399-407.
    5. Xie, Guo & Sun, Licheng & Mo, Zhengyu & Liu, Hongtao & Du, Min, 2016. "Conceptual design and experimental investigation involving a modular desalination system composed of arrayed tubular solar stills," Applied Energy, Elsevier, vol. 179(C), pages 972-984.
    6. Feilizadeh, Mansoor & Karimi Estahbanati, M.R. & Jafarpur, Khosrow & Roostaazad, Reza & Feilizadeh, Mehrzad & Taghvaei, Hamed, 2015. "Year-round outdoor experiments on a multi-stage active solar still with different numbers of solar collectors," Applied Energy, Elsevier, vol. 152(C), pages 39-46.
    7. Arunkumar, T. & Jayaprakash, R. & Ahsan, Amimul & Denkenberger, D. & Okundamiya, M.S., 2013. "Effect of water and air flow on concentric tubular solar water desalting system," Applied Energy, Elsevier, vol. 103(C), pages 109-115.
    8. Karimi Estahbanati, M.R. & Ahsan, Amimul & Feilizadeh, Mehrzad & Jafarpur, Khosrow & Ashrafmansouri, Seyedeh-Saba & Feilizadeh, Mansoor, 2016. "Theoretical and experimental investigation on internal reflectors in a single-slope solar still," Applied Energy, Elsevier, vol. 165(C), pages 537-547.
    9. Arunkumar, T. & Velraj, R. & Denkenberger, D.C. & Sathyamurthy, Ravishankar & Kumar, K. Vinoth & Ahsan, Amimul, 2016. "Productivity enhancements of compound parabolic concentrator tubular solar stills," Renewable Energy, Elsevier, vol. 88(C), pages 391-400.
    10. Sharma, Naveen & Varun, & Siddhartha,, 2012. "Stochastic techniques used for optimization in solar systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1399-1411.
    11. Ahsan, A. & Imteaz, M. & Thomas, U.A. & Azmi, M. & Rahman, A. & Nik Daud, N.N., 2014. "Parameters affecting the performance of a low cost solar still," Applied Energy, Elsevier, vol. 114(C), pages 924-930.
    12. Mahor, Amita & Prasad, Vishnu & Rangnekar, Saroj, 2009. "Economic dispatch using particle swarm optimization: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(8), pages 2134-2141, October.
    13. Kabeel, A.E., 2009. "Performance of solar still with a concave wick evaporation surface," Energy, Elsevier, vol. 34(10), pages 1504-1509.
    14. Kornelakis, Aris & Marinakis, Yannis, 2010. "Contribution for optimal sizing of grid-connected PV-systems using PSO," Renewable Energy, Elsevier, vol. 35(6), pages 1333-1341.
    15. Kabeel, A.E. & Hamed, A.M. & El-Agouz, S.A., 2010. "Cost analysis of different solar still configurations," Energy, Elsevier, vol. 35(7), pages 2901-2908.
    16. Boqiang, Ren & Chuanwen, Jiang, 2009. "A review on the economic dispatch and risk management considering wind power in the power market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(8), pages 2169-2174, October.
    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. Ali O. Al-Sulttani & Amimul Ahsan & Basim A. R. Al-Bakri & Mahir Mahmod Hason & Nik Norsyahariati Nik Daud & S. Idrus & Omer A. Alawi & Elżbieta Macioszek & Zaher Mundher Yaseen, 2022. "Double-Slope Solar Still Productivity Based on the Number of Rubber Scraper Motions," Energies, MDPI, vol. 15(21), pages 1-34, October.
    2. Firouzi, Afshin & Meshkani, Ali, 2021. "Risk-based optimization of the debt service schedule in renewable energy project finance," Utilities Policy, Elsevier, vol. 70(C).
    3. Shoeibi, Shahin & Rahbar, Nader & Abedini Esfahlani, Ahad & Kargarsharifabad, Hadi, 2020. "Application of simultaneous thermoelectric cooling and heating to improve the performance of a solar still: An experimental study and exergy analysis," Applied Energy, Elsevier, vol. 263(C).
    4. Heng, Jiani & Wang, Jianzhou & Xiao, Liye & Lu, Haiyan, 2017. "Research and application of a combined model based on frequent pattern growth algorithm and multi-objective optimization for solar radiation forecasting," Applied Energy, Elsevier, vol. 208(C), pages 845-866.
    5. Rabhy, Omar O. & Adam, I.G. & Elsayed Youssef, M. & Rashad, A.B. & Hassan, Gasser E., 2019. "Numerical and experimental analyses of a transparent solar distiller for an agricultural greenhouse," Applied Energy, Elsevier, vol. 253(C), pages 1-1.

    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. Zanganeh, Peyman & Goharrizi, Ataallah Soltani & Ayatollahi, Shahab & Feilizadeh, Mehrzad & Dashti, Hossein, 2020. "Efficiency improvement of solar stills through wettability alteration of the condensation surface: An experimental study," Applied Energy, Elsevier, vol. 268(C).
    2. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    3. Wang, Qiushi & Zhu, Ziye & Wu, Gang & Zhang, Xiang & Zheng, Hongfei, 2018. "Energy analysis and experimental verification of a solar freshwater self-produced ecological film floating on the sea," Applied Energy, Elsevier, vol. 224(C), pages 510-526.
    4. Shoeibi, Shahin & Rahbar, Nader & Abedini Esfahlani, Ahad & Kargarsharifabad, Hadi, 2020. "Application of simultaneous thermoelectric cooling and heating to improve the performance of a solar still: An experimental study and exergy analysis," Applied Energy, Elsevier, vol. 263(C).
    5. Gang, Wu & Qichang, Yang & Hongfei, Zheng & Yi, Zhang & Hui, Fang & Rihui, Jin, 2019. "Direct utilization of solar linear Fresnel reflector on multi-effect eccentric horizontal tubular still with falling film," Energy, Elsevier, vol. 170(C), pages 170-184.
    6. Ali O. Al-Sulttani & Amimul Ahsan & Basim A. R. Al-Bakri & Mahir Mahmod Hason & Nik Norsyahariati Nik Daud & S. Idrus & Omer A. Alawi & Elżbieta Macioszek & Zaher Mundher Yaseen, 2022. "Double-Slope Solar Still Productivity Based on the Number of Rubber Scraper Motions," Energies, MDPI, vol. 15(21), pages 1-34, October.
    7. Xie, Guo & Sun, Licheng & Yan, Tiantong & Tang, Jiguo & Bao, Jingjing & Du, Min, 2018. "Model development and experimental verification for tubular solar still operating under vacuum condition," Energy, Elsevier, vol. 157(C), pages 115-130.
    8. Chen, Q. & Kum Ja, M. & Li, Y. & Chua, K.J., 2018. "Evaluation of a solar-powered spray-assisted low-temperature desalination technology," Applied Energy, Elsevier, vol. 211(C), pages 997-1008.
    9. He Fu & Min Dai & Hanwen Song & Xiaoting Hou & Fahid Riaz & Shuai Li & Ke Yang & Imran Ali & Changsheng Peng & Muhammad Sultan, 2021. "Updates on Evaporation and Condensation Methods for the Performance Improvement of Solar Stills," Energies, MDPI, vol. 14(21), pages 1-26, October.
    10. Ibrahim, Ayman G.M. & Allam, Elsayed E. & Elshamarka, Salman E., 2015. "A modified basin type solar still: Experimental performance and economic study," Energy, Elsevier, vol. 93(P1), pages 335-342.
    11. Srithar, K. & Rajaseenivasan, T. & Karthik, N. & Periyannan, M. & Gowtham, M., 2016. "Stand alone triple basin solar desalination system with cover cooling and parabolic dish concentrator," Renewable Energy, Elsevier, vol. 90(C), pages 157-165.
    12. Mohamed, A.S.A. & Shahdy, Abanob G. & Mohamed, Hany A. & Ahmed, M. Salem, 2023. "A comprehensive review of the vacuum solar still systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    13. Karimi Estahbanati, M.R. & Ahsan, Amimul & Feilizadeh, Mehrzad & Jafarpur, Khosrow & Ashrafmansouri, Seyedeh-Saba & Feilizadeh, Mansoor, 2016. "Theoretical and experimental investigation on internal reflectors in a single-slope solar still," Applied Energy, Elsevier, vol. 165(C), pages 537-547.
    14. Feilizadeh, Mansoor & Estahbanati, M.R. Karimi & Khorram, Mohammad & Rahimpour, Mohammad Reza, 2019. "Experimental investigation of an active thermosyphon solar still with enhanced condenser," Renewable Energy, Elsevier, vol. 143(C), pages 328-334.
    15. Erdinc, O. & Uzunoglu, M., 2010. "Recent trends in PEM fuel cell-powered hybrid systems: Investigation of application areas, design architectures and energy management approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2874-2884, December.
    16. Wang, Qiushi & Liang, Shen & Zhu, Ziye & Wu, Gang & Su, Yuehong & Zheng, Hongfei, 2019. "Performance of seawater-filling type planting system based on solar distillation process: Numerical and experimental investigation," Applied Energy, Elsevier, vol. 250(C), pages 1225-1234.
    17. Durkaieswaran, P. & Murugavel, K. Kalidasa, 2015. "Various special designs of single basin passive solar still – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 1048-1060.
    18. Sathyamurthy, Ravishankar & El-Agouz, S.A. & Nagarajan, P.K. & Subramani, J. & Arunkumar, T. & Mageshbabu, D. & Madhu, B. & Bharathwaaj, R. & Prakash, N., 2017. "A Review of integrating solar collectors to solar still," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1069-1097.
    19. Mohd Fazly Yusof & Mohd Remy Rozainy Mohd Arif Zainol & Ali Riahi & Nor Azazi Zakaria & Syafiq Shaharuddin & Siti Fairuz Juiani & Norazian Mohamed Noor & Mohd Hafiz Zawawi & Jazaul Ikhsan, 2022. "Investigation on the Urban Grey Water Treatment Using a Cost-Effective Solar Distillation Still," Sustainability, MDPI, vol. 14(15), pages 1-20, August.
    20. Mohseni, Soheil & Brent, Alan C. & Burmester, Daniel, 2020. "A comparison of metaheuristics for the optimal capacity planning of an isolated, battery-less, hydrogen-based micro-grid," Applied Energy, Elsevier, vol. 259(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:eee:appene:v:203:y:2017:i:c:p:280-303. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.