Abstract
Energy-saving technologies for heating and cooling systems in buildings have received much attention. Energy saving is even more important in the heating and cooling systems of intermittent use places such as mosques. Because the stop-start operation of the mechanical systems causes the overall efficiency to decrease even more, and the thermal comfort of the environment cannot be provided. In order to save energy and adapt to variable environmental conditions, this study investigates the fuzzy logic control structure of the intermittent radiant heating and cooling system. Fuzzy logic control can handle imprecise or uncertain information, making it an effective solution in complex systems where mathematical models are difficult to derive. The control strategies included actual ambient air temperature, outdoor temperature, return water temperature and system on/off timing. Expert knowledge and observations of system performance were used to create fuzzy logic rules. Studies were carried out on the radiant floor heating and cooling system with ground source heat pumps and thermal energy storage of a mosque.
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References
Buildings A source of enormous untapped efficiency potential. https://www.iea.org/topics/buildings. Accessed 10 Mar 2023
Attia, A., Rezeka, S.F., Saleh, A.M.: Fuzzy logic control of air-conditioning system in residential buildings. Alexandria Eng. J. 54(3), 395–403 (2015)
Budaiwi, I., Abdou, A.: HVAC system operational strategies for reduced energy consumption in buildings with intermittent occupancy: the case of mosques. Energy Convers. Manag. 73, 37–50 (2013)
Krzaczek, M., Florczuk, J., Tejchman, J.: Improved energy management technique in pipe-embedded wall heating/cooling system in residential buildings. Appl. Energy 254 (2019). https://doi.org/10.1016/j.apenergy.2019.113711
Ulpiani, G., Borgognoni, M., Romagnoli, A., Di Perna, C.: Comparing the performance of on/off, PID and fuzzy controllers applied to the heating system of an energy-efficient building. Energy Build. 116, 1–17 (2016)
Hu, C., Xu, R., Meng, X.: A systemic review to improve the intermittent operation efficiency of air-conditioning and heating system. J. Build. Eng. 60 (2022). https://doi.org/10.1016/j.jobe.2022.105136
Tunçbilek, E., Arici, M., Krajčík, M., Nižetić, S., Karabay, H.: Thermal performance-based optimization of an office wall containing PCM under intermittent cooling operation. Appl. Therm. Eng. 179 (2020). https://doi.org/10.1016/j.applthermaleng.2020.115750
Ge, J., Li, S., Chen, S., Wang, X., Jiang, Z., Shen, C.: Energy-efficiency strategies of residential envelope in China’s Hot Summer–Cold Winter zone based on intermittent thermal regulation behavior. J. Build. Eng. 44 (2021). https://doi.org/10.1016/j.jobe.2021.103028
Wang, J., Liu, S., Liu, Z., Meng, X., Xu, C., Gao, W.: An experimental comparison on regional thermal environment of the high-density enclosed building groups with retro-reflective and high-reflective coatings. Energy Build. 259 (2022). https://doi.org/10.1016/j.enbuild.2022.111864
Liu, F., Yan, L., Meng, X., Zhang, C.: A review on indoor green plants employed to improve indoor environment. J. Build. Eng. 53 (2022). https://doi.org/10.1016/j.jobe.2022.104542
Jacquet, S., Bel, C.L., Monfet, D.: In situ evaluation of thermostat setback scenarios for all-electric single-family houses in cold climate. Energy Build. 154, 538–544 (2017)
Ling, J., Tong, H., Xing, J., Zhao, Y.: Simulation and optimization of the operation strategy of ASHP heating system: a case study in Tianjin. Energy Build. 226 (2020). https://doi.org/10.1016/j.enbuild.2020.110349
Kim, M.S., Kim, Y., Chung, K.S.: Improvement of intermittent central heating system of university building. Energy Build. 42, 83–89 (2010)
Cho, S.H., Zaheer-uddin, M.: Predictive control of intermittently operated radiant floor heating systems. Energy Convers. Manag. 44, 1333–1342 (2003)
Gwerder, M., Tödtli, J., Lehmann, B., Dorer, V., Güntensperger, W., Renggli, F.: Control of thermally activated building systems (TABS) in intermittent operation with pulse width modulation. Appl. Energy 86, 1606–1616 (2009)
Tosun, M.F., Gençkal, A.A., Şenol, R.: Fuzzy logic based room temperature control with modern control methods. Süleyman Demirel Univ. J. Nat. Appl. Sci. 23, 992–999 (2019)
Ma, C., Liu, Y., Song, C., Wang, D.: The intermittent operation control strategy of low-temperature hot-water floor radiant heating system. In: Li, A., Zhu, Y., Li, Y. (eds.) Proceedings of the 8th International Symposium on Heating, Ventilation and Air Conditioning. Lecture Notes in Electrical Engineering, vol. 263, pp. 259–268. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-642-39578-9_28
Ayan, M., Şenol, R.: Fuzzy logic based - remote access greenhouse automation. Düzce Üniversitesi Bilim ve Teknoloji Dergisi 4, 734–746 (2016)
Erdun, H.: Fuzzy logic defuzzification methods with examples, September 2020. https://doi.org/10.13140/RG.2.2.19014.09282
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Ezber, S., Akdoğan, E., Gemici, Z. (2024). Fuzzy Logic Based Heating and Cooling Control in Buildings Using Intermittent Energy. In: Şen, Z., Uygun, Ö., Erden, C. (eds) Advances in Intelligent Manufacturing and Service System Informatics. IMSS 2023. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-99-6062-0_17
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