Application of fuzzy logic for the management of electrical energy consumed by a heat pump for classroom heating
| International Journal of Mechanical Engineering |
| © 2019 by SSRG - IJME Journal |
| Volume 6 Issue 12 |
| Year of Publication : 2019 |
| Authors : Aboina G., Abdou Tankari M., Mahamat Tahir A., Lefebvre G. |
10.14445/23488360/IJME-V6I12P104
How to Cite?
Aboina G., Abdou Tankari M., Mahamat Tahir A., Lefebvre G., "Application of fuzzy logic for the management of electrical energy consumed by a heat pump for classroom heating," SSRG International Journal of Mechanical Engineering, vol. 6, no. 12, pp. 15-22, 2019. Crossref, https://doi.org/10.14445/23488360/IJME-V6I12P104
Abstract:
This paper presents a modeling of the energy management of a thermal energy system of a building equipped with a hybrid generation system with an energy storage unit, a heat pump and storage, heating equipment, and distribution of heat energy. However, the designed system provides heat energy to a classroom and is under a fuzzy controller managing the energy flows. The control strategy aims to manage the power flow through the heat pump based on its power demand and the storage bank's constraints. The proposed energy management algorithm is based on fuzzy logic. The implementation and simulation of the algorithm have been tested in the Matlab/Simulink environment. The results show that this approach is valid and can be a solution for future smart grid communication between buildings and public networks and contribute to a better balance between production and consumption and future energy management.
Keywords:
Fuzzy logic, management, heating, building, heat pump
References:
[1] Derrouazin.A, Aillerie.M, Mekkakia-Maaza.N, Charles.J.P. "Multi input-output fuzzy logic smart controller for a residential hybrid solar-wind-storage energy system." Energy Conversion Management 148 (2017) 238 -250.
[2] Kyriakarakos.G, Dounis.A.I, Arvanitis.K.G, Papadakis.G. A "fuzzy logic energy management system for polygeneration microgrids." Energy Renewable 41 (2012) 315 -327
[3] Roumila.Z, Rekioua.D, Rekioua.T. "Energy management based fuzzy logic controller of hybrid system wind/photovoltaic/diesel with storage battery." International Journal of Hydrogen Energy 42 (2017) 19525 -19535
[4] Yahyaoui.I, Tadeo.F, Segatto.M.V. "Energy and management for drip-irrigation of tomatoes in a semi-arid district." Agricultural Water Management 183 (2017) 4 -15
[5] Khiareddine.A, Ben Salah.C, Mimouni.M.F. "Power management of a photovoltaic/battery pumping system in agricultural experiment station." Energy Solar 112 (2015) 319 -338
[6] Ouachani.I, Rabhi.A, Yahyaoui.I, Tidhaf.B, Tadeo.T.F. "Renewable energy management algorithm for a water pumping system." Energy Procedia 111 (2017) 1030 -1039
[7] Chekired.F, Mahrane.A, Samara.Z, Chikh.M, Guenounou.A, Meflah.A. "Fuzzy logic energy management for a photovoltaic solar home." Energy Procedia 134 (2017) 723 -730
[8] Chekired.F, Chikh.M, Smara.Z. "Optimization of energy management of the photovoltaic system by the fuzzy logic technique." Energy Procedia 6 (2011) 513 – 521
[9] Van Schnijndel.A.W.M,De Wit.M.H. “Advanced simulation building system and control with Simulink”. 8th international IBPSA Conference Eindhoven, Netherland 2003.
[10] Lu.S, Ha.D, Zamai.E, Bacha.S, Mani Cat.A. “Simulation de performance d’un système multi-sources d’énergie en utilisant le plancher chauffant pour chauffer un bâtiment”. Conférence IBPSA, Lyon -France 2008.
[11] Skoplaki.E, Palyvos.J.A. "On the temperature dependence of photovoltaic module electrical performance: A review of efficiency/power correlations." Solar Energy 83 (2009) 614–624.
[12] K. Maruthi Prasad, N. Subadra, U. S. Mahabaleshwar "Peristaltic Transport of a Couple-Stress Fluid with Nanoparticles in an Inclined Tube," International Journal of Engineering Trends and Technology (IJETT), V48(7),354-362 June 2017.
[13] Diaf.S, Diaf.D, Belhamel.M, Haddadic.M, Louche.A. "A methodology for optimal sizing of autonomous hybrid PV/wind system." Energy Policy, 35 (2007) 5708–5718.
[14] Messenger.R.A, Ventre.J. "Photovoltaic system engineering." CRC, Press, 2005.