Skip to main content

Advertisement

Log in

Technical–Economic Evaluation of EV Fast Charging Station with Distributed Energy Resources

  • Published:
Journal of Control, Automation and Electrical Systems Aims and scope Submit manuscript

Abstract

Over the last decade, the electrification of the transportation fleet emerged as a solution to reduce climate change. To electric vehicles (EVs) become widespread, charging stations must be deployed, especially fast stations (FCSs), to allow over-ranged travel. Previous works have analyzed the technical impacts of FCSs, also in combination with photovoltaic (PV) and battery energy storage system (BESS); however, a combined stochastic technical–economic evaluation has been less discussed. The objective of this work is to develop a technical–economic method to determine: (i) the most profitable time-of-use electricity tariff for a charging station; and (ii) the economic feasibility of PVs and BESS integration with FCSs and how these technologies affect the overall profitability. A real Brazilian distribution system is used as a case study, considering local time-of-use tariffs for low (LV) and medium (MV) voltage customers. Technical results show that PVs and BESSs can reduce 4–7% voltage problems; however, may increase overload issues, especially in LV connection. From the economic perspective, MV connections have higher profits using Blue tariff instead of Green, while LV connections are preferred with the Conventional tariff. Also, PVs are cost-effective equipment to be added to the charging station, while storages are only profitable if they only use the PV energy generated to supply the EVs, i.e., a low daily number of EVs charging in the FCS.

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
Fig. 13

Similar content being viewed by others

References

  • ABNT. (1985). NBR5422: Projeto de linhas aérias de transmissão de energia elétrica.

  • ANEEL. (2015). Resolução normativa 687.

  • ANEEL. (2020). Resolução homologatória 2670.

  • ANEEL. (2021b). Resolução normativa ANEEL No 1000.

  • ANEEL. (2021a). Procedimentos de Distribuição de Energia Elétrica no Sistema Elétrico Nacional-PRODIST-Módulo 8: Qualidade da Energia Elétrica.

  • ANFAVEA. (2021). O caminho da descarbonização do setor automotivo no Brasil. https://www.bcg.com/pt-br/decarbonization-path-auto-sector-br.

  • Atwa, Y. M., El-Saadany, E. F., Salama, M. M. A., & Seethapathy, R. (2009). Optimal renewable resources mix for distribution system energy loss minimization. IEEE Transactions on Power Systems, 25(1), 360–70.

    Article  Google Scholar 

  • Bouhouras, A. S., Gkaidatzis, P. A., Panapakidis, I., Tsiakalos, A., Labridis, D. P., & Christoforidis, G. C. (2019). A PSO based optimal EVs Charging utilizing BESSs and PVs in buildings. In 2019 IEEE 13th International Conference on Compatibility, Power Electronics and Power Engineering. Sonderborg, Denmark.

  • Dharmakeerthi, C. H., Mithulananthan, N., & Saha, T. K. (2012). Modeling and planning of EV fast charging station in power grid. In 2012 IEEE Power and Energy Society General Meeting. San Diego, CA, USA.

  • Egan, M. G., O’Sullivan, D. L., Hayes, J. G., Willers, M. J., & Henze, C. P. (2007). Power-factor-corrected single-stage inductive charger for electric vehicle batteries. IEEE Transactions on Industrial Electronics, 54, 1217–1226.

    Article  Google Scholar 

  • EPRI. (2016). The open distribution system simulator (OpenDSS).

  • Genovese, A., Ortenzi, F., & Villante, C. (2015). On the energy efficiency of quick DC vehicle battery charging. World Electric Vehicle Journal, 7(4), 570–6.

    Article  Google Scholar 

  • Google. (2020). ampm - Google maps. https://goo.gl/maps/o8d8QjHN86jMzwBr7.

  • IEA. (2020). Tracking transport 2020. Paris.

  • IEA. (2021). Global energy outlook 2021. Paris.

  • IEEE. (2012). IEEE Std. C57.91: Guide for loading mineral-oil-immersed transformers and step-voltage regulators.

  • Jiang, C., Torquato, R., Salles, D., & Wilsun, X. (2014). Method to assess the power-quality impact of plug-in electric vehicles. IEEE Transactions on Power Delivery, 29(2), 958–965. https://doi.org/10.1109/TPWRD.2013.2283598

    Article  Google Scholar 

  • Liu, J., Cao, Y., & Gao, C. (2020). Multi-objective optimized configuration of electric vehicle fast charging station combined with pv generation and energy storage. In 2020 IEEE 3rd International Conference on Electronics Technology, (pp. 467–473). Chengdu, China.

  • Mahfouz, M. M., & Iravani, M. R. (2019). Grid-integration of battery-enabled dc fast charging station for electric vehicles. IEEE Transactions on Energy Conversion, 35, 375–385.

    Article  Google Scholar 

  • Mahmud, K., Hossain, M. J., & Town, G. E. (2018). Peak-load reduction by coordinated response of photovoltaics, battery storage, and electric vehicles. IEEE Access, 6, 29353–29365.

    Article  Google Scholar 

  • Moradzadeh, M., & Abdelaziz, M. M. (2020). A new MILP formulation for renewables and energy storage integration in fast charging stations. IEEE Transactions on Transportation Electrification, 6, 181–198.

    Article  Google Scholar 

  • Navarro-Espinosa, A., & Ochoa, L. (2016). Probabilistic impact assessment of low carbon technologies in lv distribution systems. IEEE Transactions on Power Systems, 31, 2192–2203.

    Article  Google Scholar 

  • NeoSolar. (2020a). Painel Solar Fotovoltaico 395 W - Ulica UL-395–144. https://www.neosolar.com.br/loja/painel-solar-fotovoltaico-395w-ulica-ul-395m-144.html.

  • NeoSolar. (2020b). Inversor de 300 W 12/220V - Hayonik Onda Modificada. https://www.minhacasasolar.com.br/produto/inversor-de-tensao-300w-12-220v-onda-modificada-hayonik-pw-hay300-12v-220v-80151.

  • Nicholas, M., & Hall, D. (2018). Lessons Learned on Early Electric Vehicle Fast-Charging Deployments. The International Council on Clean Transportation.

  • Nissan. (2021). NISSSAN LEAF. https://www.nissan.com.br/veiculos/modelos/leaf.html.

  • Orr, J. A., Emanuel, A. E., & Oberg, K. W. (1982). Current harmonics generated by a cluster of electric vehicle battery chargers. IEEE Transactions on Power Apparatus and Systems, PAS-101(3), 691–700.

    Article  Google Scholar 

  • Pinto, Y., Trindade, F., Cebrian, J., & Teixeira, W. (2017). Investigation of infrastructural solutions to mitigate the impacts of EV recharging at LV networks. In IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) (pp. 1–6). Quito, Ecuador: IEEE.

  • Ulica Solar. (2019). UL-395M-144 system. http://www.ulicasolar.com/modules_data/Datasheet%20for%20Mono%20385~395(Half-Cell).pdf.

  • Tavakoli, A., Saha, S., Arif, M. T., Haque, M. E., Mendis, N., & Oo, A. M. (2019). Impacts of grid integration of solar PV and electric vehicle on grid stability, power quality and energy economics: a review. IET Energy Systems Integration, 2(3), 243–60.

    Article  Google Scholar 

  • Tekenergy. (2020). Bateria Solar Litio Bateria Powerbox 48v Litio Lifepo4 7.2kwh Energia Solar Smart. https://loja.tekenergy.com.br/baterias?product_id=5645&limit=15.

  • Vega-Garita, V., Hanif, A., Nishant, N., Ramirez-Elizondo, L., & Bauer, P. (2019). Selecting a suitable battery technology for the photovoltaic battery integrated module. Journal of Power Sources, 6.

  • Wang, L., Qin, Z., Slangen, T., Bauer, P., & van Wijk, T. (2021). Grid impact of electric vehicle fast charging stations: trends, standards, issues and mitigation measures - an overview. IEEE Open Journal of Power Electronics, 2, 56–74. https://doi.org/10.1109/OJPEL.2021.3054601

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to José C. G. Andrade.

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 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

Cancian, B.P., Andrade, J.C.G. & Freitas, W. Technical–Economic Evaluation of EV Fast Charging Station with Distributed Energy Resources. J Control Autom Electr Syst 33, 1724–1738 (2022). https://doi.org/10.1007/s40313-022-00937-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40313-022-00937-8

Keywords

Navigation