International Journal of Computer Science & Network Security

International Journal of Computer Science & Network Security (국제컴퓨터통신보호논문지학회)
권호 표지
DOI QR코드

DOI QR Code

Modeling and Simulation of Smart Home Energy Consumption

  • Naziha Labiadh (Research Laboratory Smart Electricity & ICT, SE&ICT, National Engineering school of Carthage, University of Carthage) ;
  • Imen Amdouni (Research Laboratory Smart Electricity & ICT, SE&ICT, National Engineering school of Carthage, University of Carthage) ;
  • Lilia El Amraoui (Research Laboratory Smart Electricity & ICT, SE&ICT, National Engineering school of Carthage, University of Carthage)
  • Received : 2024.06.05
  • Published : 2024.06.30
Download PDF
⟨ Previous Next ⟩

Abstract

The Smart home energy consumption represents much of the total energy consumed in advanced countries. For this reason, the main objectif of this paper is to study the energy consumption profile by day for each home appliances: controllable appliances for example Washing machine, Tumble dryer and Air conditioning and uncontrollable appliances for example TV, PC, Lighting, Refrigerator and Electric heater. In this paper, we start with presentation of a smart home energy management systems. Next, we present the modeling and simulation of controllable appliances and uncontrollable appliances. Finally, concludes this paper with some prospects. The modeling and the simulation of a Smart home appliances is based on MATLAB/Simulink software.

Keywords

References

  1. A. Belgana "Distributed generation in a smart grid: a Game Theory Approach," thesis by Maitres sciences (M.Sc.) in telecommunications, Universite du Quebec, 2015.
  2. Ahmed, M. S., Mohamed, A., Homod, R. Z., Shareef, H., & Khalid K, "Modeling of electric water heater and air conditioner for residential demand response strategy", international journal of applied engineering research. 11, 2016.
  3. Fanti, M. P., Mangini, A. M., & Roccotelli, M, "A simulation and control model for building energy management", Control Engineering Prectice. 72, 2018
  4. Mirakhorli, A., & Dong, B. "Market and behavior driven predictive energy management for residential buildings", Sustainable cities and society. (38), 2018.
  5. Zhou, B., Li, W., Chan, K. W., Cao, Y., Kuang, Y., Liu, X., & Wang, X," Smart home energy management systems: Concept, configurations, and scheduling strategies". Renewable and Sustainable Energy Reviews, 61, 30-40, 2016.
  6. F. Alfaverh, M. Denai, Kh. Alfaverh, "Demand-Response Based Energy Advisor for Household Energy Management", IEEE, 2019.
  7. Demetgul, M., Ulkir, O., & Waqqr, T., "Washing machine using fuzzy logic", Automatic control and intelligent systems, 2014.
  8. Hatagar, S., & Halase, S. V, "Three input-one output fuzzy logic control of washing machine", International Journal of scientific research engineering and technology (IJSRET). 4, 2015.
  9. Ahmed, T., Ahmad, A., & Toki, A, "Fuzzy logic controllet for washing machine with five input and three output", International Journal of latest Trends in Engineering and Technology (IGLTET). 7. 2016.
  10. Costanzo, G. T., Bacher, P., & Madsen, H, "Grey-box modeling for system identification of household refrigerators: a step toward smart appliances". 4th International Youth Conference on Energy (IYCE). Hungary. 2013.
  11. Glaa, R., Lakhoua, M. N., & El Amraoui, L, "Using SA-RT method and SCADA for the analysis and the supervision of a hydrogen circuit", Journal of Electrical Engineering. 16(3). 2016.
  12. Sossan, P, "Grey-box modelling of a household refrigeration unit using time series data in application to demand side management", Sustainable Energy. Vol.5, March 2016.
  13. Bissey, S., Jacques, S., Chaeles, J., & Bunetel, L, "The fuzzy logic at the heart of an algorithm for optimizing the electrical energy consumption of an individual home", the Conference of Young Researchers in Electrical Engineering (JCGE). 2017.
  14. Glaa, R., Lakhoua, M. N., & El Amraoui, L. "Analysis and System Modeling of a Smart Grid: Case Study of the Operations Domain", GECS'2017, Hammemet, 23-25 March. 2017.
  15. Ciabattoni L., Grisotomi M., Ippoliti G., & Longhi S. "Fuzzy logic home energy consumption modeling for residential photovoltaic plant sizing in the new Italian scenario", Energy, (74). 2014.
  16. Ogwumike, C., Modibbo, A., & Denai, M. "Optimized Residential Loads Scheduling Based on Dynamic Pricing of Electricity: A Simulation Study". 2013.
  17. Thinzar, K., & Soe, T. Z. "Operation system of washing machine with fuzzy logic control system and construction of detergent box", International Journal of science, engineering and technology research (IJSETR). 5. 2016.
  18. Zuniga, K. V., Castilla, I., & Aguilar, R. M. "Using fuzzy logic to model the behavior of residential electrical utility customers", Applied energy. (115), 384-393. 2014.
  19. Dejvises, J., & Tanthanuch, N. "A simplified air-conditioning systems model with energy management", International Electrical Engineering Congress. Procedia Computer Science. 86, 361-364. 2016.
  20. Issi, F., & Kaplan, O. "The determination of load profiles and power consumptions of home appliances", Energies. 11. 2018