Research Article

Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics

Volume: 9 Number: 2 April 30, 2021
EN

Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics

Abstract

Electric vehicles, which are an important part of sustainable energy technologies, occupy an important place in our daily life. More efficient use of electric vehicles will ensure more efficient use of sustainable energy sources. It is not possible for the human brain to determine the most efficient driving characteristics by the drivers. In this study, energy efficient driving optimization of electric vehicles was realized. Along the route, optimum speeds were determined in terms of energy, by using the road and engine characteristics. Geographical information systems and genetic algorithm have been used effectively in the solution of the problem. The effectiveness of the proposed algorithm was revealed with many test studies. With this study, an algorithm that provides an energy-efficient driving for electrical vehicles was developed. The results will contribute to the development of electric vehicle technologies.

Keywords

References

  1. [1] H. Kumaş, C. Gencer, and H. Maraş, “Aǧir araçlar i̇çi̇n yol eǧi̇mi̇ ve vi̇raj yariçapi di̇kkate alinarak en hizli güzergâhin beli̇rlenmesi̇,” J. Fac. Eng. Archit. Gazi Univ., vol. 27, no. 2, pp. 385–395, 2012.
  2. [2] A. Artmeier and J. Haselmayr, “The optimal routing problem in the context of battery-powered electric vehicles,” in Workshop: CROCS at …, 2010, no. APRIL 2010, pp. 1–13, [Online]. Available: http://www.cis.cornell.edu/ics/compsust-org/crocs-at-cpaior10/papers/crocs-at-cpaior10-Artmeier.pdf.
  3. [3] M. Sachenbacher, M. Leucker, A. Artmeier, and J. Haselmayr, “Efficient Energy-Optimal Routing for Electric Vehicles,” in Proc. Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011, no. January 2011, pp. 1402–1407.
  4. [4] A. M. Bozorgi, M. Farasat, and A. Mahmoud, “A Time and Energy Efficient Routing Algorithm for Electric Vehicles Based on Historical Driving Data,” IEEE Trans. Intell. Veh., vol. 2, no. 4, pp. 308–320, 2017, doi: 10.1109/tiv.2017.2771233.
  5. [5] Y. Wang, J. Jiang, and T. Mu, “Context-aware and energy-driven route optimization for fully electric vehicles via crowdsourcing,” IEEE Trans. Intell. Transp. Syst., vol. 14, no. 3, pp. 1331–1345, 2013, doi: 10.1109/TITS.2013.2261064.
  6. [6] M. F. and O. Basir, “Optimal energy/time routing in battery-powered vehicles,” 2016.
  7. [7] O. Rawashdeh and R. Abousleiman, “Electric vehicle modelling and energy-efficient routing using particle swarm optimisation,” IET Intell. Transp. Syst., vol. 10, no. 2, pp. 65–72, Mar. 2016, doi: 10.1049/iet-its.2014.0177.
  8. [8] C. Li, T. Ding, X. Liu, and C. Huang, “An Electric Vehicle Routing Optimization Model With Hybrid Plug-In and Wireless Charging Systems,” IEEE Access, vol. 6, pp. 27569–27578, 2018, doi: 10.1109/ACCESS.2018.2832187.

Details

Primary Language

English

Subjects

Electrical Engineering

Journal Section

Research Article

Publication Date

April 30, 2021

Submission Date

March 24, 2021

Acceptance Date

April 19, 2021

Published in Issue

Year 2021 Volume: 9 Number: 2

APA
Eroğlu, H., & Oğuz, Y. (2021). Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics. Balkan Journal of Electrical and Computer Engineering, 9(2), 161-170. https://doi.org/10.17694/bajece.902485
AMA
1.Eroğlu H, Oğuz Y. Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics. Balkan Journal of Electrical and Computer Engineering. 2021;9(2):161-170. doi:10.17694/bajece.902485
Chicago
Eroğlu, Hasan, and Yasin Oğuz. 2021. “Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics”. Balkan Journal of Electrical and Computer Engineering 9 (2): 161-70. https://doi.org/10.17694/bajece.902485.
EndNote
Eroğlu H, Oğuz Y (April 1, 2021) Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics. Balkan Journal of Electrical and Computer Engineering 9 2 161–170.
IEEE
[1]H. Eroğlu and Y. Oğuz, “Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics”, Balkan Journal of Electrical and Computer Engineering, vol. 9, no. 2, pp. 161–170, Apr. 2021, doi: 10.17694/bajece.902485.
ISNAD
Eroğlu, Hasan - Oğuz, Yasin. “Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics”. Balkan Journal of Electrical and Computer Engineering 9/2 (April 1, 2021): 161-170. https://doi.org/10.17694/bajece.902485.
JAMA
1.Eroğlu H, Oğuz Y. Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics. Balkan Journal of Electrical and Computer Engineering. 2021;9:161–170.
MLA
Eroğlu, Hasan, and Yasin Oğuz. “Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics”. Balkan Journal of Electrical and Computer Engineering, vol. 9, no. 2, Apr. 2021, pp. 161-70, doi:10.17694/bajece.902485.
Vancouver
1.Hasan Eroğlu, Yasin Oğuz. Energy Efficient Driving Optimization of Electrical Vehicles Considering the Road Characteristics. Balkan Journal of Electrical and Computer Engineering. 2021 Apr. 1;9(2):161-70. doi:10.17694/bajece.902485

Cited By

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