Skip to main content
Log in

Enhancement of the distribution network in the presence of EV charging stations augmented by distributed generation

  • Original Paper
  • Published:
Electrical Engineering Aims and scope Submit manuscript

Abstract

With the exponential growth of electric vehicles worldwide, integrating fast electric vehicle charging stations into the distribution system has become crucial. However, this integration can lead to adverse effects such as high power loss and poor voltage profiles. To address these challenges, this research focuses on two strategies: optimal placement of charging stations and allocation of distributed generation within the distribution system. The study investigates the negative impact of charging stations and the positive effects of distributed generation on an IEEE-25 unbalanced radial distribution system. The objective is to reduce active power loss, enhance voltage profile and improve the voltage stability index. The research employs a transient search optimization algorithm to optimize a multi-objective function. MATLAB simulations validate the proposed algorithm, showcasing its convergence characteristics across various scenarios. By exploring the effects of charging stations and distributed generation, this research contributes insights into mitigating negative impacts and utilizing distributed generation for enhanced distribution system performance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

Availability of data and materials

The authors can confirm that the data used in this study can be found in the literature or in published references.

References

  1. Jaiswal A, Mui S, Yew M, Kim H, Lata C, Bilolikar R, Magal A, Lepre N, Korsh J (2020) Scaling up electric vehicle charging infrastructure lessons from China and (July), pp 1–63

  2. Etezadi-amoli M, Member S, Choma K, Stefani J, Member S (2010) Rapid-charge electric-vehicle stations. IEEE Trans Power Deliv 25(3):1883–1887

    Article  Google Scholar 

  3. Deb S, Tammi K, Kalita K, Mahanta P (2018) Impact of electric vehicle charging station load on distribution network. Energies 11(1):1–25. https://doi.org/10.3390/en11010178

    Article  Google Scholar 

  4. Dubey A, Santoso S (2015) Electric vehicle charging on residential distribution systems: impacts and mitigations. IEEE Access 3:1871–1893. https://doi.org/10.1109/ACCESS.2015.2476996

    Article  Google Scholar 

  5. Dixon J, Bell K (2020) Electric vehicles: battery capacity, charger power, access to charging and the impacts on distribution networks. ETransportation 4:100059

    Article  Google Scholar 

  6. Liu R, Dow L, Liu E (2011) A survey of PEV impacts on electric utilities. In: ISGT 2011. IEEE, pp 1–8

  7. Deb S, Tammi K, Kalita K, Mahanta P (2018) Impact of electric vehicle charging station load on distribution network. Energies 11(1):178

    Article  Google Scholar 

  8. Xiong Y, Gan J, An B, Miao C, Bazzan ALC (2018) Optimal electric vehicle fast charging station placement based on game theoretical framework. IEEE Trans Intell Transp Syst 19(8):2493–2504. https://doi.org/10.1109/TITS.2017.2754382

    Article  Google Scholar 

  9. Liu L, Zhang Y, Da C, Huang Z, Wang M (2020) Optimal allocation of distributed generation and electric vehicle charging stations based on intelligent algorithm and bi-level programming. Int Trans Electr Energy Syst 30(6):1–21. https://doi.org/10.1002/2050-7038.12366

    Article  Google Scholar 

  10. Acharya N, Mahat P, Mithulananthan N (2006) An analytical approach for dg allocation in primary distribution network. Int J Electr Power Energy Syst 28(10):669–678

    Article  Google Scholar 

  11. Ramana T, Ganesh V, Sivanagaraju S (2010) Distributed generator placement and sizing in unbalanced radial distribution system. Cogener Distrib Gener J 25(1):52–71

    Article  Google Scholar 

  12. Hung DQ, Mithulananthan N (2011) Multiple distributed generator placement in primary distribution networks for loss reduction. IEEE Trans Ind Electron 60(4):1700–1708

    Article  Google Scholar 

  13. Pashajavid E, Golkar MA (2013) Optimal placement and sizing of plug in electric vehicles charging stations within distribution networks with high penetration of photovoltaic panels. J Renew Sustain Energy. https://doi.org/10.1063/1.4822257

    Article  Google Scholar 

  14. Sultana S, Roy PK (2014) Multi-objective quasi-oppositional teaching learning based optimization for optimal location of distributed generator in radial distribution systems. Int J Electr Power Energy Syst 63:534–545

    Article  Google Scholar 

  15. Murty VV, Kumar A (2015) Optimal placement of dg in radial distribution systems based on new voltage stability index under load growth. Int J Electr Power Energy Syst 69:246–256

    Article  Google Scholar 

  16. El-Fergany A (2015) Optimal allocation of multi-type distributed generators using backtracking search optimization algorithm. Int J Electr Power Energy Syst 64:1197–1205

    Article  Google Scholar 

  17. Sharma S, Bhattacharjee S, Bhattacharya A (2016) Quasi-oppositional swine influenza model based optimization with quarantine for optimal allocation of dg in radial distribution network. Int J Electr Power Energy Syst 74:348–373

    Article  Google Scholar 

  18. Lelièvre PG, Bijani R, Farquharson CG (2016) Optimization methods. In: 78th EAGE conference and exhibition 2016—workshop programme, pp 1–62. https://doi.org/10.7551/mitpress/2687.003.0008

  19. Roosta A, Eskandari HR, Khooban MH (2019) Optimization of radial unbalanced distribution networks in the presence of distribution generation units by network reconfiguration using harmony search algorithm. Neural Comput Appl 31(11):7095–7109. https://doi.org/10.1007/s00521-018-3507-0

    Article  Google Scholar 

  20. Elattar EE, ElSayed SK (2019) Modified JAYA algorithm for optimal power flow incorporating renewable energy sources considering the cost, emission, power loss and voltage profile improvement. Energy 178:598–609. https://doi.org/10.1016/j.energy.2019.04.159

    Article  Google Scholar 

  21. Ismail B, Abdul Wahab NI, Othman ML, Radzi MAM, Naidu Vijyakumar K, Mat Naain MN (2020) A comprehensive review on optimal location and sizing of reactive power compensation using hybrid-based approaches for power loss reduction, voltage stability improvement, voltage profile enhancement and loadability enhancement. IEEE Access 8:222733–222765. https://doi.org/10.1109/ACCESS.2020.3043297

  22. Reddy MSK, Selvajyothi K (2020) Optimal placement of electric vehicle charging station for unbalanced radial distribution systems. Energy Sources Part A Recovery Util Environ Effects 00(00):1–15. https://doi.org/10.1080/15567036.2020.1731017

  23. Coelho FCR, da Silva Junior IC, Dias BH, Peres W, Ferreira VH, Marcato ALM (2020) Optimal distributed generation allocation in unbalanced radial distribution networks via empirical discrete metaheuristic and steepest descent method. Electr Eng. https://doi.org/10.1007/s00202-020-01106-3

    Article  Google Scholar 

  24. Kumar Reddy MS, Selvajyothi K (2021) Investment analysis for optimal planning of electric vehicle charging station on a reconfigured unbalanced radial distribution system. Electr Eng 104:1–15

    Google Scholar 

  25. Ahmad F, Iqbal A, Ashraf I, Marzband M, Khan I (2022) Placement of electric vehicle fast charging stations in distribution network considering power loss, land cost, and electric vehicle population. Energy Sources Part A Recovery Util Environ Effects 44(1):1693–1709

    Google Scholar 

  26. Ahmad F, Iqbal A, Ashraf I, Marzband M, Khan I (2022) Optimal location of electric vehicle charging station and its impact on distribution network: a review. Energy Rep 8:2314–2333

    Article  Google Scholar 

  27. Ahmad F, Ashraf I, Iqbal A, Marzband M, Khan I (2022) A novel AI approach for optimal deployment of EV fast charging station and reliability analysis with solar based DGs in distribution network. Energy Rep 8:11646–11660

    Article  Google Scholar 

  28. Arancibia A, Strunz K (2012) Modeling of an electric vehicle charging station for fast DC charging. In: 2012 IEEE international electric vehicle conference, IEVC 2012 (3). https://doi.org/10.1109/IEVC.2012.6183232

  29. Moghaddas-Tafreshi S, Mashhour E (2009) Distributed generation modeling for power flow studies and a three-phase unbalanced power flow solution for radial distribution systems considering distributed generation. Electr Power Syst Res 79(4):680–686

    Article  Google Scholar 

  30. Qais MH, Hasanien HM, Alghuwainem S (2020) Transient search optimization: a new meta-heuristic optimization algorithm. Appl Intell 50(11):3926–3941

    Article  Google Scholar 

  31. Subrahmanyam J, Radhakrishna C (2009) Distributed generator placement and sizing in unbalanced radial distribution system. Int J Electr Power Energy Syst Eng 2(4):232–239

    Google Scholar 

Download references

Acknowledgements

This work has received no support or funding from any organisation.

Author information

Authors and Affiliations

Authors

Contributions

JSB-conceptualization, methodology, writing, original draft, ARG, AK-supervision, visualization, RR-software, data curation, coding and SM-reviewing and editing.

Corresponding author

Correspondence to Jitendra Singh Bhadoriya.

Ethics declarations

Conflict of interest

The authors certify that they have no known financial or interpersonal conflicts.

Code availability

The codes can be requested to corresponding author, if required for a reasonable reason.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bhadoriya, J.S., Gupta, A.R., Kumar, A. et al. Enhancement of the distribution network in the presence of EV charging stations augmented by distributed generation. Electr Eng 105, 3703–3717 (2023). https://doi.org/10.1007/s00202-023-01901-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00202-023-01901-8

Keywords

Navigation