Skip to main content
Log in

Experimental assessment and 3D numerical simulation of the thermal performance of a direct solar floor heating system installed in a bathroom in Casablanca city, Morocco: parametric, economic, and environmental analysis

  • Research Article
  • Published:
Journal of Building Pathology and Rehabilitation Aims and scope Submit manuscript

Abstract

The installation of direct solar floor (DSF) heating systems in Morocco is highly efficient due to its abundant solar potential, making it an optimal location for the implementation of solar energy systems. This system allows residential buildings to be heated in an environmentally friendly manner while reducing electrical energy consumption and greenhouse gas emissions. This article aims to study the thermal and energy behavior of a test cell equipped with a direct solar floor located in a Moroccan city under a Mediterranean climate, to analyze the thermal and dynamic behavior of the heating system and its interaction with the indoor environment. A novel 3D numerical model of a floor heating system connected to a test cell was developed using COMSOL Multiphysics software to evaluate how altering multiple parameters affects the thermal response of the system. The simulation results demonstrate that the spiral tube network, mass flow rate \({{q}_{m}}_{3}\), and 75 mm thick screed layer based on concrete are more favorable for the proper operation of the heating system in a traditional bathroom. Furthermore, the results and temperature distributions show that the floor heating system ensures a more uniform distribution of temperature and a more homogeneous distribution of the layers of the isotherms, contrary to the radiator. The economic study shows that the direct solar floor can save about 17.88% of energy compared to a conventional heating system, with an expected payback period of approximately 5 years. Additionally, from an environmental perspective, the direct solar floor system can reduce CO2 emissions by about 22.61% compared to an electric heating system.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18
Fig. 19
Fig. 20
Fig. 21
Fig. 22
Fig. 23
Fig. 24
Fig. 25

Similar content being viewed by others

Data availability

No datasets were generated or analysed during the current study.

References

  1. Saran S et al (2020) Heating, Ventilation And Air Conditioning (HVAC) in intensive care unit. Crit Care 24(1):194. https://doi.org/10.1186/s13054-020-02907-5

    Article  Google Scholar 

  2. Abdou N, EL Mghouchi Y, Hamdaoui S, EL Asri N, Mouqallid M (2021) Multi-objective optimization of passive energy efficiency measures for net-zero energy building in Morocco. Build Environ 204:108141. https://doi.org/10.1016/j.buildenv.2021.108141

    Article  Google Scholar 

  3. Ghasemi M, Toghraie D, Abdollahi A (2020) An experimental study on airborne particles dispersion in a residential room heated by radiator and floor heating systems. J Build Eng 32:101677. https://doi.org/10.1016/j.jobe.2020.101677

    Article  Google Scholar 

  4. Merini I, Molina-García A, García-Cascales MS, Mahdaoui M, Ahachad M (2020) Analysis and comparison of energy efficiency code requirements for buildings: a Morocco-spain case study. Energies 13(22):5979. https://doi.org/10.3390/en13225979

    Article  Google Scholar 

  5. Morsali S, Akbarian S, Hamed Zar Gari Z (2021) Simulation of the roof shapes and building orientation on the energy performance of the buildings. J Build Rehabil 6(1):36. https://doi.org/10.1007/s41024-021-00132-3

  6. El Iysaouy L, El Idrissi NEA, Tvaronavičienė M, Lahbabi M, Oumnad A (2019) Towards energy efficiency: case of Morocco. IRD 1(3):259–271. https://doi.org/10.9770/ird.2019.1.3(6)

    Article  Google Scholar 

  7. Bibang Bi Obam Assoumou SS, Li Z (2022) Achieving energy efficiency and thermal comfort through passive strategies and renewable technology. Wuhai demonstration center project as an application case. J Build Rehabil 7(1):84. https://doi.org/10.1007/s41024-022-00208-8

  8. Yang X, Pan L, Guan W, Tian Z, Wang J, Zhang C (2022) Optimization of the configuration and flexible operation of the pipe-embedded floor heating with low-temperature district heating. Energy Build 269:112245. https://doi.org/10.1016/j.enbuild.2022.112245

    Article  Google Scholar 

  9. Chen Q, Li N, Feng W (2021) Model predictive control optimization for rapid response and energy efficiency based on the state-space model of a radiant floor heating system. Energy Build 238:110832. https://doi.org/10.1016/j.enbuild.2021.110832

    Article  Google Scholar 

  10. Oravec J, Šikula O, Krajčík M, Arıcı M, Mohapl M (2021) A comparative study on the applicability of six radiant floor, wall, and ceiling heating systems based on thermal performance analysis. J Build Eng 36:102133. https://doi.org/10.1016/j.jobe.2020.102133

    Article  Google Scholar 

  11. Karabay H, Arıcı M, Sandık M (2013) A numerical investigation of fluid flow and heat transfer inside a room for floor heating and wall heating systems. Energy Build 67:471–478. https://doi.org/10.1016/j.enbuild.2013.08.037

    Article  Google Scholar 

  12. Sobhy I, Brakez A, Benhamou B (2017) Energy performance and economic study of a solar floor heating system for a Hammam. Energy Build 141:247–261. https://doi.org/10.1016/j.enbuild.2017.02.044

    Article  Google Scholar 

  13. Werner-Juszczuk AJ (2018) Experimental and numerical investigation of lightweight floor heating with metallised polyethylene radiant sheet. Energy Build 177:23–32. https://doi.org/10.1016/j.enbuild.2018.08.011

    Article  Google Scholar 

  14. Beji C, Merabtine A, Mokraoui S, Kheiri A, Kauffmann J, Bouaziz N (2020) Experimental study on the effects of direct sun radiation on the dynamic thermal behavior of a floor-heating system. Sol Energy 204:1–12. https://doi.org/10.1016/j.solener.2020.04.055

    Article  Google Scholar 

  15. Shin MS, Rhee KN, Ryu SR, Yeo MS, Kim KW (2015) Design of radiant floor heating panel in view of floor surface temperatures. Build Environ 92:559–577. https://doi.org/10.1016/j.buildenv.2015.05.006

    Article  Google Scholar 

  16. Yu G, Gu Z, Yan Z, Chen H (2021) Investigation and comparison on thermal comfort and energy consumption of four personalized seat heating systems based on heated floor panels. Indoor Built Environ 30(8):1252–1267. https://doi.org/10.1177/1420326X20939145

    Article  Google Scholar 

  17. Oubenmoh S et al (2018) Some particular design considerations for optimum utilization of under floor heating systems. Case Stud Therm Eng 12:423–432. https://doi.org/10.1016/j.csite.2018.05.010

    Article  Google Scholar 

  18. Zheng J, Yu T, Lei B, Chen C (2023) Experimental study on the thermal performance of radiant floor heating system with the influence of solar radiation on the local floor surface. Indoor Built Environ 32(5):977–991. https://doi.org/10.1177/1420326X221148729

    Article  Google Scholar 

  19. Akmal M, Fox B (2016) Modelling and simulation of underfloor heating system supplied from heat pump. In: 2016 UKSim-AMSS 18th International Conference on Computer Modelling and Simulation (UKSim). IEEE, Cambridge, United Kingdom, p. 246‑251. https://doi.org/10.1109/UKSim.2016.13

  20. Cho S-H, Zaheer-uddin M (1999) An experimental study of multiple parameter switching control for radiant floor heating systems. Energy 24(5):433‑444. https://doi.org/10.1016/S0360-5442(98)00101-7

  21. Vadiee A, Dodoo A, Jalilzadehazhari E (2019) Heat supply comparison in a single-family house with radiator and floor heating systems. Buildings 10(1):5. https://doi.org/10.3390/buildings10010005

  22. Mehdaoui F, Hazami M, Naili N, Farhat A (2014) Energetic performances of an optimized passive Solar Heating Prototype used for Tunisian buildings air-heating application. Energy Convers Manag 87:285–296. https://doi.org/10.1016/j.enconman.2014.07.024

    Article  Google Scholar 

  23. Li T, Merabtine A, Lachi M, Martaj N, Bennacer R (2021) Experimental study on the thermal comfort in the room equipped with a radiant floor heating system exposed to direct solar radiation. Energy 230:120800. https://doi.org/10.1016/j.energy.2021.120800

    Article  Google Scholar 

  24. Zairi A, Mejedoub Mokhtari A, Menhoudj S, Hammou Y, Dehina K, Benzaama M-H (2021) Study of the energy performance of a combined system: Solar thermal collector – Storage tank – Floor heating, for the heating needs of a room in Maghreb climate. Energy Build 252:111395. https://doi.org/10.1016/j.enbuild.2021.111395

  25. Oubenmoh S et al (2023) Energy assessment and economic study of solar floor heating system in different climates in Morocco. J Sol Energy Eng 145(1):011005. https://doi.org/10.1115/1.4054709

    Article  Google Scholar 

  26. Lekhal MC, Belarbi R, Mokhtari AM, Benzaama M-H, Bennacer R (2018) Thermal performance of a residential house equipped with a combined system: a direct solar floor and an earth–air heat exchanger. Sustain Cities Soc 40:534–545. https://doi.org/10.1016/j.scs.2018.05.012

    Article  Google Scholar 

  27. Benzaama MH, Rajaoarisoa LH, Lekhal MC, Menhoudj S, Mokhtari AM (2021) Thermal inertia and energy efficiency assessment of Direct Solar Floor system using a switching-linear model. Appl Energy 300:117363. https://doi.org/10.1016/j.apenergy.2021.117363

    Article  Google Scholar 

  28. Menhoudj S, Benzaama MH, Mokhtari AM, Rajaoarisoa L (2023) Forecasting of hygrothermal behaviour of direct solar floors using artificial neural networks. Renew Energy Focus 44:75–84. https://doi.org/10.1016/j.ref.2022.12.001

    Article  Google Scholar 

  29. Charraou A, Oubenmoh S, Mourid A, Saadani R, Rahmoune M, El Alami M (2023) Experimental study and numerical simulation of a floor heating system in a three-dimensional model: parametric study and improvement. Appl Therm Eng 121151. https://doi.org/10.1016/j.applthermaleng.2023.121151

  30. Simou Z et al (2024) Thermal evaluation and optimization of a building heating system: radiant floor coupled with a solar system. J Build Rehabil 9(1):24. https://doi.org/10.1007/s41024-023-00375-2

    Article  Google Scholar 

  31. Mourid A, El Alami M (2017) Thermal behavior of a building provided with phase-change materials on the roof and exposed to solar radiation. J Sol Energy Eng 139(6):061012. https://doi.org/10.1115/1.4037905

    Article  Google Scholar 

  32. Mourid A, Alami ME (2018) Comparative experimental and numerical studies of usual insulation materials and PCMs in buildings at Casablanca. IOP Conf Ser: Mater Sci Eng 353:012002. https://doi.org/10.1088/1757-899X/353/1/012002

  33. Mourid A, El Alami M, Kuznik F (2018) Experimental investigation on thermal behavior and reduction of energy consumption in a real scale building by using phase change materials on its envelope. Sustain Cities Soc 41:35‑43. https://doi.org/10.1016/j.scs.2018.04.031

  34. COMSOL: Multiphysics software for optimizing designs COMSOL. Consulté le: 26 février 2023. [En ligne]. Disponible sur: https://www.comsol.com/

  35. Wafa G, Mounir J, Slah M (2022) A practical model for selecting nonwoven cover date bunch via finite element analysis using COMSOL multiphysics. J Nat Fibers 19(16):15008–15021. https://doi.org/10.1080/15440478.2022.2069630

    Article  Google Scholar 

  36. Fernández Hernández F, CejudoLópez JM, Fernández Gutiérrez A, Domínguez Muñoz F (2016) A new terminal unit combining a radiant floor with an underfloor air system: experimentation and numerical model. Energy Build 133:70–78. https://doi.org/10.1016/j.enbuild.2016.09.040

    Article  Google Scholar 

  37. Wellmer F-W (2012) Statistical evaluations in exploration for mineral deposits. Springer Science & Business Media: XXII, 379. https://doi.org/10.1007/978-3-642-60262-7

  38. Gao Y, Ierapetritou MG, Muzzio FJ (2013) Determination of the confidence interval of the relative standard deviation using convolution. J Pharm Innov 8(2):72–82. https://doi.org/10.1007/s12247-012-9144-8

    Article  Google Scholar 

  39. Karakoyun Y, Acikgoz O, Kucukyildirim BO, Yumurtaci Z, Dalkilic AS (2021) An experimental investigation on the effect of use of nanofluids in radiant floor heating systems. Energy Build 252:111406. https://doi.org/10.1016/j.enbuild.2021.111406

    Article  Google Scholar 

  40. Hu M, Xiao F, Jørgensen JB, Li R (2019) Price-responsive model predictive control of floor heating systems for demand response using building thermal mass. Appl Therm Eng 153:316–329. https://doi.org/10.1016/j.applthermaleng.2019.02.107

    Article  Google Scholar 

  41. Olesen BW (2002) Radiant floor heating in theory and practice. ASHRAE J 7:19–24. https://www.semanticscholar.org/paper/Radiant-Floor-Heating-In-Theory-and-Practice-Olesen/d402638dfb4f3cbcfdc1edeb83ee985a07299a70

  42. Krarouch M, Lamghari S, Hamdi H, Outzourhit A (2020) Simulation and experimental investigation of a combined solar thermal and biomass heating system in Morocco. Energy Rep 6:188–194. https://doi.org/10.1016/j.egyr.2020.11.270

    Article  Google Scholar 

  43. Sobhy I, Brakez A, Benhamou B (2015) Dynamic modeling of thermal behavior of a solar floor heating system for a HAMMAM in Marrakech. In: Proceedings of the 2015 IEEE International Renewable and Sustainable Energy Conference (IRSEC), p. 1–7. https://doi.org/10.1109/IRSEC.2015.7455139

  44. Sarbu I, Sebarchievici C (2015) A study of the performances of low-temperature heating systems. Energy Effic 8(3):609–627. https://doi.org/10.1007/s12053-014-9312-4

    Article  Google Scholar 

  45. Khorasanizadeh H, Sheikhzadeh GA, Azemati AA, ShirkavandHadavand B (2014) Numerical study of air flow and heat transfer in a two-dimensional enclosure with floor heating. Energy Build 78:98–104. https://doi.org/10.1016/j.enbuild.2014.04.007

    Article  Google Scholar 

  46. Ma H, Li C, Lu W, Zhang Z, Yu S, Du N (2017) Investigation on a solar-groundwater heat pump unit associated with radiant floor heating. Renew Sustain Energy Rev 75:972–977. https://doi.org/10.1016/j.rser.2016.11.077

    Article  Google Scholar 

  47. Morocco electricity prices, September 2022. GlobalPetrolPrices.com. Consulté le: 24 juin 2023. [En ligne]. Disponible sur: https://www.globalpetrolprices.com/Morocco/electricity_prices/

  48. 1 MAD to EUR - Moroccan Dirhams to Euros Exchange Rate. Consulté le: 24 juin 2023. [En ligne]. Disponible sur: https://www.xe.com/currencyconverter/convert/?Amount=1&From=MAD&To=EUR

  49. J. R.-M. W. News (2023) Morocco’s Central Bank: Inflation to remain elevated in 2023 at 5.5% », https://www.moroccoworldnews.com/. Consulté le: 24 juin 2023. [En ligne]. Disponible sur: https://www.moroccoworldnews.com/2023/03/354603/moroccos-central-bank-inflation-to-remain-elevated-in-2023-at-5-5

  50. Nedaei M, Faccio M, Walsh PR, Rasul MG, Bordas SPA (2023) Novel design, implementation, and performance optimization of inverters by considering the effect of modulation. Energy Environ 0958305X2311646. https://doi.org/10.1177/0958305X231164688

  51. Allouhi A, Kousksou T, Jamil A, El Rhafiki T, Mourad Y, Zeraouli Y (2015) Economic and environmental assessment of solar air-conditioning systems in Morocco. Renew Sustain Energy Rev 50:770–781. https://doi.org/10.1016/j.rser.2015.05.044

    Article  Google Scholar 

  52. Poppi S, Sommerfeldt N, Bales C, Madani H, Lundqvist P (2018) Techno-economic review of solar heat pump systems for residential heating applications. Renew Sustain Energy Rev 81:22–32. https://doi.org/10.1016/j.rser.2017.07.041

    Article  Google Scholar 

  53. Lizárraga-Morazán JR, Martínez-Rodríguez G, Fuentes-Silva AL, Picón-Núñez M (2021) Selection of solar collector network design for industrial applications subject to economic and operation criteria. Energy Environ 32(8):1504–1523. https://doi.org/10.1177/0958305X20927375

    Article  Google Scholar 

  54. Rapport Bilan Carbone, 2018 Rapport Bilan Carbone WAVESTONE_RAPPORT-BILAN-CARBONE-(2018). https://www.wavestone.com/app/uploads/2018/07/Wavestone_Rapport-Bilan-Carbone-2018_VF.pdf

  55. Sahnoune F, Madani M, Zelmat M, Belhamel M (2014) Comparative study between solar and conventional heating – economic study and environmental impact. Energy Procedia 50:841–852. https://doi.org/10.1016/j.egypro.2014.06.103

    Article  Google Scholar 

Download references

Funding

The authors have not disclosed any funding.

Author information

Authors and Affiliations

Authors

Contributions

Afaf Charraou: state of the art and manuscript drafting, simulation and validation, investigation, formal analysis, Safaa Oubenmoh: Methodology, investigation, supervision and writing, Amina Mourid: Methodology, Supervision, guidance and direction, Rachid Saadani: Methodology, Supervision, guidance and direction, Miloud Rahmoune: Supervision, formal analysis guidance and direction, Mustapha El Alami: Supervision, formal analysis guidance and direction

Corresponding author

Correspondence to Afaf Charraou.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Charraou, A., Oubenmoh, S., Mourid, A. et al. Experimental assessment and 3D numerical simulation of the thermal performance of a direct solar floor heating system installed in a bathroom in Casablanca city, Morocco: parametric, economic, and environmental analysis. J Build Rehabil 9, 78 (2024). https://doi.org/10.1007/s41024-024-00408-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s41024-024-00408-4

Keywords

Navigation