Research Article

Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption

Volume: 9 Number: 4 October 30, 2021
EN

Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption

Abstract

Monitor and control home electrical network in smarter way creates the base of Smart Grid technology while presenting solutions for energy crisis. The main purpose of this study is to implement a low-cost smart controller system for Smart Homes based on fuzzy logic functions, reducing unnecessary energy consumption, estimating the consumption by using time series applications. Forecasting and controlling the consumption in customer side makes the creation of load profiles easier. The created load profiles increase the efficiency while managing MV network with smart grid applications. In the study, STM32 microcontroller is the brain of the system. On the other hand, as software part Processing and Matlab is used.

Keywords

References

  1. [1] V. S. Babu, U. A. Kumar, R. Priyadharshini, K. Premkumar, and S. Nithin, "An intelligent controller for smart home," in 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2016, pp. 2654-2657.
  2. [2] A. Datta, P. Mohanty, and M. Gujar, "Accelerated deployment of Smart Grid technologies in India - Present scenario, challenges and way forward," in ISGT 2014, 2014, pp. 1-5.
  3. [3] S. Nithin, P. Sivraj, K. K. Sasi, and R. Lagerstöm, "Development of a Real Time Data Collection Unit for distribution network in a smart grid environment," in 2014 Power and Energy Systems: Towards Sustainable Energy, 2014, pp. 1-5.
  4. [4] J. Li, L. Da-You, and Y. Bo, "Smart home research," in Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826), 2004, pp. 659-663 vol.2.
  5. [5] Z. Fan, G. Kalogridis, C. Efthymiou, M. Sooriyabandara, M. Serizawa, and J. McGeehan, The new frontier of communications research, 2010.
  6. [6] D. Han and J. Lim, "Smart home energy management system using IEEE 802.15.4 and zigbee," IEEE Transactions on Consumer Electronics, vol. 56, pp. 1403-1410, 2010.
  7. [7] D. Han and J. Lim, "Design and implementation of smart home energy management systems based on zigbee," IEEE Transactions on Consumer Electronics, vol. 56, pp. 1417-1425, 2010.
  8. [8] M. Darianian and M. P. Michael, "Smart Home Mobile RFID-Based Internet-of-Things Systems and Services," in 2008 International Conference on Advanced Computer Theory and Engineering, 2008, pp. 116-120.

Details

Primary Language

English

Subjects

Electrical Engineering

Journal Section

Research Article

Publication Date

October 30, 2021

Submission Date

April 26, 2021

Acceptance Date

September 1, 2021

Published in Issue

Year 2021 Volume: 9 Number: 4

APA
Ozgonenel, O., & Gözüoğlu, A. (2021). Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption. Balkan Journal of Electrical and Computer Engineering, 9(4), 365-370. https://doi.org/10.17694/bajece.928537
AMA
1.Ozgonenel O, Gözüoğlu A. Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption. Balkan Journal of Electrical and Computer Engineering. 2021;9(4):365-370. doi:10.17694/bajece.928537
Chicago
Ozgonenel, Okan, and Abdulkadir Gözüoğlu. 2021. “Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption”. Balkan Journal of Electrical and Computer Engineering 9 (4): 365-70. https://doi.org/10.17694/bajece.928537.
EndNote
Ozgonenel O, Gözüoğlu A (October 1, 2021) Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption. Balkan Journal of Electrical and Computer Engineering 9 4 365–370.
IEEE
[1]O. Ozgonenel and A. Gözüoğlu, “Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption”, Balkan Journal of Electrical and Computer Engineering, vol. 9, no. 4, pp. 365–370, Oct. 2021, doi: 10.17694/bajece.928537.
ISNAD
Ozgonenel, Okan - Gözüoğlu, Abdulkadir. “Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption”. Balkan Journal of Electrical and Computer Engineering 9/4 (October 1, 2021): 365-370. https://doi.org/10.17694/bajece.928537.
JAMA
1.Ozgonenel O, Gözüoğlu A. Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption. Balkan Journal of Electrical and Computer Engineering. 2021;9:365–370.
MLA
Ozgonenel, Okan, and Abdulkadir Gözüoğlu. “Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption”. Balkan Journal of Electrical and Computer Engineering, vol. 9, no. 4, Oct. 2021, pp. 365-70, doi:10.17694/bajece.928537.
Vancouver
1.Okan Ozgonenel, Abdulkadir Gözüoğlu. Fuzzy Logic Based Smart Home Automation and Forecasting Electric Energy Consumption. Balkan Journal of Electrical and Computer Engineering. 2021 Oct. 1;9(4):365-70. doi:10.17694/bajece.928537

All articles published by BAJECE are licensed under the Creative Commons Attribution 4.0 International License. This permits anyone to copy, redistribute, remix, transmit and adapt the work provided the original work and source is appropriately cited.Creative Commons Lisansı