Transactions of the Korean hydrogen and new energy society (한국수소및신에너지학회논문집)

The Korean Hydrogen and New Energy Society (한국수소및신에너지학회)
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Analysis of Hydrogen Sales Data at Hydrogen Charging Stations

수소 충전소의 수소 판매량 데이터 분석

  • MINSU KIM (Korea Electric Power Corporation Engineering & Construction) ;
  • SUNGTAK JEON (Korea Electric Power Corporation Engineering & Construction) ;
  • TAEYOUNG JYUNG (Korea Electric Power Corporation Engineering & Construction)
  • Received : 2023.05.24
  • Accepted : 2023.06.12
  • Published : 2023.06.30
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Abstract

Due to lack of hydrogen charging stations and hydrogen supply compared to the supply of hydrogen vehicles, social phenomena such as 2-hour queues and restrictions on charging capacity are occurring, which negatively affects the spread of hydrogen vehicles. In order to resolve these problems, it is essential to have a strategic operation of the hydrogen charging stations. To establish operational strategies, it is necessary to derive customer demand patterns and characteristics through the analysis of sales data. This study derived the demand patterns and characteristics of customers visiting hydrogen charging stations through data analysis from various perspectives, such as charging volume, charging speed, number of visits, and correlation with external factors, based on the hydrogen sales data of off-site hydrogen charging stations located in domestic residential areas.

Keywords

Acknowledgement

본 연구는 국토교통부 해외 수소기반 대중교통 인프라 기술개발 사업(과제번호: RS-2021-KA163280)의 연구비 지원에 의해 수행되었습니다.

References

  1. Ministry of Trade, Industry and Energy, "Roadmap to revitalize the hydrogen economy", Ministry of Trade, Industry and Energy, 2019. Retrieved from https://www.motie.go.kr/motie/py/td/tradefta/bbs/bbsView.do?bbs_cd_n=72&cate_n=3&bbs_seq_n=210222. 
  2. I. Choi and H. K. Kim, "A study on social issues for hydrogen industry using news big data", Journal of Hydrogen and New Energy, Vol. 33, No. 2, 2022, pp. 121-129, doi: https://doi.org/10.7316/KHNES.2022.33.2.121. 
  3. Hydrogen Council, "Hydrogen meets digital", Hydrogen Council, 2018. Retrieved from https://hydrogencouncil.com/en/hydrogen-meets-digital/. 
  4. K. Wipke, S. Sprik, J. Kurtz, T. Ramsden, C. Ainscough, and G. Saur, "National fuel cell electric vehicle learning demonstration final report", National Renewable Energy Laboratory, 2012. Retrieved from https://www.nrel.gov/docs/fy12osti/54860.pdf. 
  5. M. Robinius, J. Linssen, T. Grube, M. Reuss, P. Stenzel, K. Syranidis, P. Kuckertz, and D. Stolten, "Comparative analysis of infrastructures: hydrogen fueling and electric charging of vehicles", Julich, 2018. Retrieved from https://juser.fz-juelich.de/record/842477/files/Energie_Umwelt_408_NEU.pdf. 
  6. B. Kang, T. Kim, and T. Lee, "Analysis of costs for a hydrogen refueling station in Korea", Journal of Hydrogen and New Energy, Vol. 27, No. 3, 2016, pp. 256-263, doi: https://doi.org/10.7316/KHNES.2016.27.3.256. 
  7. X. Liu, S. Zhang, J. Dong, and X. Xu, "A short-term analysis of hydrogen demand and refueling station cost in Shenzhen China", Energy Procedia, Vol. 104, 2016, pp. 317-322, doi: https://doi.org/10.1016/j.egypro.2016.12.054. 
  8. National renewable energy laboratory (NREL), "Next generation hydrogen station composite data products: retail stations", NREL, 2019. Retrieved from https://www.nrel.gov/hydrogen/infrastructure-cdps-retail.html. 
  9. N. Issac and A. K. Saha, "Analysis of refueling behavior of hydrogen fuel vehicles through a stochastic model using Markov chain process", Renewable and Sustainable Energy Reivews, Vol. 141, 2021, pp. 110761, doi: https://doi.org/10.1016/j.rser.2021.110761. 
  10. J. Kurtz, T. Bradley, E. Winkler, and C. Gearhart, "Predicting demand for hydrogen station fueling", International Journal of Hydrogen Energy, Vol. 45, No. 56, 2020, pp. 32298-323 10, doi: https://doi.org/10.1016/j.ijhydene.2019.10.014. 
  11. J. Sun, Y. Peng, D. Lu, X. Chen, W. Xu, L. Weng, and J. Wu, "Optimized configuration and operating plan for hydrogen refueling station with on-site electrolytic production", Energies, Vol. 15, No. 7, 2022, pp. 2348, doi: https://doi.org/10.3390/en15072348. 
  12. D. Lu, J. Sun, Y. Peng, and X. Chen, "Optimized Operation Plan for Hydrogen Refueling Station with On-Site Electrolytic Production", Sustainability, Vol. 15, No. 1, 2023, pp. 34 7, doi: https://doi.org/10.3390/su15010347. 
  13. T. Brown, S. Stephens-Romero, and G. S. Samuelsen, "Quantitative analysis of a successful public hydrogen station", International Journal of Hydrogen Energy, Vol. 37, No. 17, 2012, pp. 12731-12740, doi: https://doi.org/10.1016/j.ijhydene.2012.06.008. 
  14. B. M. Kang, Y. T. Kang, S. H. Lee, N. S. Kim, K. E. Yi, M. J. Park, C. H. Jeong, and D. W. Jeong, "Analysis of hydrogen sales volume in Changwon", Journal of Hydrogen and New Energy, Vol. 30, No. 4, 2019, pp. 356-361, doi: https://doi.org/10.7316/KHNES.2019.30.4.356. 
  15. O. J. Kwon, H. J. Jo, H. H. Chung, and K. J. Myong, "Analysis and modeling of hydrogen sales at hydrogen filling stations", Transactions of the Korean Society of Automotive Engineers, Vol. 27, No. 2, 2019, pp. 93-100, doi: https://doi.org/10.7467/KSAE.2019.27.2.093. 
  16. Ministry of Land, Infrastructure and Transport (MOLIT), "Total registered motor vehicles", MOLIT Statistics system, 2022. Retrieved from https://stat.molit.go.kr/portal/cate/statFileView.do?hRsId=58&hFormId=5559&hSelectId=5559&hPoint=00&hAppr=1&hDivEng=&oFileName=&rFileName=&midpath=&sFormId=5559&sStart=202305&sEnd=202305&sStyleNum=1&settingRadio=xlsx. 
  17. Korea Meteorological Administration (KMA), "Observation data of automated synoptic observing system", KMA, 2022. Retrieved from https://data.kma.go.kr/data/grnd/selectAsosRltmList.do?pgmNo=36. 
  18. MOLIT, "Traffic volume search service", Traffic Monitoring System, 2022. Retrieved from https://www.road.re.kr/itms/itms_22.asp?main_no=16&sub_no=1.