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Revenue Maximizing Scheduling for a Fast Electric Vehicle Charging Station with Solar PV and ESS 원문보기

KEPCO Journal on electric power and energy, v.6 no.3, 2020년, pp.315 - 319  

Leon, Nishimwe H. (Department of Electrical Engineering, Soongsil University) ,  Yoon, Sung-Guk (Department of Electrical Engineering, Soongsil University)

Abstract AI-Helper 아이콘AI-Helper

The modern transportation and mobility sector is expected to encounter high penetration of Electric Vehicles (EVs) because EVs contribute to reducing the harmful emissions from fossil fuel-powered vehicles. With the prospective growth of EVs, sufficient and convenient facilities for fast charging ar...

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표/그림 (7)

AI 본문요약
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문제 정의

  • Sustainable and efficient facilities for fast EV charging are important for the widespread adoption of EVs. In this paper, we studied the operational power scheduling problem for a fast EV charging station (FECS) with solar PV and ESS. The objective of this work is to minimize the total operational cost using solar PV and ESS.
  • In this paper, we studied the operational power scheduling problem for a fast EV charging station (FECS) with solar PV and ESS. The objective of this work is to minimize the total operational cost using solar PV and ESS. We simulate with two case studies that EV charging demand follows the distributions of vehicles on commute or errand trips.

가설 설정

  • The main objective of EV charging stations is to maximize their profits while meeting the EVs charging demand as soon as possible. In this paper, we study a problem of an economic grid-connected fast electric vehicle charging station (FECS) that has solar PV and an ESS. To minimize the total daily operation cost of the FECS, it manages the ESS and takes advantage of solar PV.
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참고문헌 (16)

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  2. Liu, G., Kang, L., Luan, Z., Qiu, J., Zheng, F. "Charging Station and Power Network Planning for Integrated Electric Vehicles (EVs)," Energies, 12(13), p.2595, Jan. 2019, DOI: https://doi.org/10.3390/en12132595. 

  3. Bryden, T. S., Hilton, G., Dimitrov, B., de Leon, C. P., Cruden, A., "Rating a Stationary Energy Storage System within a Fast Electric Vehicle Charging Station Considering User Waiting Times," IEEE Trans. Transport. Electrific., vol. 5, no. 4, pp. 879-889, Dec. 2019, DOI: 10.1109/TTE.2019.2910401. 

  4. Zhang, Y., Chen, J., Cai, L., Pan, J., "EV Charging Network Design with Transportation and Power Grid Constraints", in Proc. IEEE INFOCOM 2018, Honolulu, HI, USA, Apr. 2018, pp. 2492-2500, DOI: 10.1109/INFOCOM.2018.8486414. 

  5. Sadeghi-Barzani, P., Rajabi-Ghahnavieh, A., Kazemi-Karegar, H., "Optimal Fast Charging Station Placing and Sizing," Applied Energy, vol. 125, pp. 289-299, Jul. 2014. DOI: https://doi.org/10.1016/j.apenergy.2014.03.077. 

  6. Zhang, H., Moura, S. J., Hu, Z., Song, Y., "PEV Fast-Charging Station Siting and Sizing on Coupled Transportation and Power Networks", IEEE Trans. Smart Grid, vol. 9, no. 4, pp. 2595-2605, Jul. 2018, DOI: 10.1109/TSG.2016.2614939. 

  7. Bayram, I. S., Michailidis, G., Devetsikiotis, M., Granelli, F., "Electric Power Allocation in a Network of Fast Charging Stations", IEEE Journal on Sel. Areas Commun., vol. 31, no. 7, pp. 1235-1246, Jul. 2013, DOI: 10.1109/JSAC.2013.130707. 

  8. Machiels, N., Leemput, N., Geth, F., Van Roy, J., Buscher, J., Driesen, J., "Design Criteria for Electric Vehicle Fast Charge Infrastructure Based on Flemish Mobility Behavior", IEEE Trans. Smart Grid, vol. 5, no. 1, pp. 320-327, Jan. 2014, DOI: 10.1109/TSG.2013.2278723. 

  9. Tushar, W., Yuen, C., Huang, S., Smith, D. B., Poor, H. V., "Cost Minimization of Charging Stations with Photovoltaics: An Approach with EV Classification", IEEE Trans. Intell. Transp. Syst., vol. 17, no. 1, pp. 156-169, Jan. 2016, DOI: 10.1109/TITS.2015.2462824. 

  10. Vidanalage, I., Sabillon, C., Venkatesh, B., Torquato, R., Freitas, W., "Scheduling of Merchant-Owned EV Charging at a Charging Facility with Multiple Chargers", in Proc. 2018 IEEE EPEC, Toronto, ON, USA, Oct. 2018, pp. 1-6, DOI: 10.1109/EPEC.2018.8598415. 

  11. Moghaddam, Z., Ahmad, I., Habibi, D., Phung, Q. V., "Smart Charging Strategy for Electric Vehicle Charging Stations", IEEE Trans. Transport. Electrific., vol. 4, no. 1, pp. 76-88, Mar. 2018, DOI: 10.1109/TTE.2017.2753403. 

  12. Zahedi, A. "Maximizing Solar PV Energy Penetration Using Energy Storage Technology," Renew. Sustain. Energy Rev., vol.15, No. 1, pp. 866-870, Jan. 2011, DOI: 10.1016/j.rser.2010.09.011. 

  13. PV Output, Available at https://pvoutput.org/outputs.jsp, Accessed on April 12, 2020. 

  14. Summary of Travel Trends: 2017 National Household Travel Survey, Available at: https://nhts.ornl.gov/assets/2017_nhts_summary_travel_trends.pdf, Accessed on April 12, 2020. 

  15. SDG&E EV Time of Use summer pricing plan, Available at: https://www.sdge.com/residential/pricing-plans/about-our-pricingplans/electric-vehicle-plans, Accessed on April 12, 2020. 

  16. Kim, J., Lee, J., Park, S., Choi, J. K., "Battery-Wear-Model Based Energy Trading in Electric Vehicles: A naive auction Model and a Market Analysis," IEEE Trans. Ind. Informat., vol. 15, no. 7, pp. 4140-4151, Jul. 2019, DOI: 10.1109/TII.2018.2883655. 

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