Dispatch model for analysing the impacts of electric vehicles charging patterns on power system scheduling, grid emissions intensity, and emissions abatement costs

Authors

  • Rilwan O. Oliyide Department of Electrical/Electronic Engineering, Moshood Abiola Polytechnic, Abeokuta, Nigeria & Institute of Energy, School of Engineering, Cardiff University, Cardiff, United Kingdom
  • Liana M. Cipcigan Institute of Energy, School of Engineering, Cardiff University, Cardiff, United Kingdom

DOI:

https://doi.org/10.25081/imrj.2022.v12.7544

Keywords:

CO2 emissions, Electricity generation, Electric Vehicles, Load dispatch, Power System

Abstract

Dispatching of generating resources at Power Stations is a complex task based on the balance of economics, contractual agreement, regulations, and environmental consciousness in terms of emissions produced in the course of electricity generation. The complexity of the task could be exacerbated with the integration of a large percentage of Electric Vehicles (EVs) in the quest to reduce CO2 emissions in the transportation sector. In this paper, a dispatch model, which is suitable for analysing the impacts of charging patterns of EVs on grid emissions intensity and emissions abatement costs, is described and developed for dispatching generating resources/technologies. The dispatch model is based on the correlation between historical system load and capacity factors of generating units. The dispatch model is tested on data from the UK power system on a typical winter day in December 2015 with an assumed 50% integration of EVs on the system. Results show amongst others that charging of EVs in the off-peak period may affect the optimal deployment of generating technologies/resources with storage capacity and could produce a higher average grid emissions intensity.

Downloads

Download data is not yet available.

References

Bates, J., & Henry, S. (2009). Carbon factor for wood fuels for the Supplier Obligation Final report. Oxford. Retrieved from https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/48193/3153-final-report-carbon-factor.pdf

Biomass Availability and Sustainability Information System (BASIS). (2015). Report on conversion efficiency of biomass. Retrieved from http://www.basisbioenergy.eu/

British Standards Institution. (2011). BS EN 61851-1:2011 Electric vehicle conductive charging system. General requirements. (PEL/69 Committee, Ed.). London: BSI. https://doi.org/10.3403/30186705

Crossin, E., & Doherty, P. J. (2016). The effect of charging time on the comparative environmental performance of different vehicle types. Applied Energy, 179, 716–726. https://doi.org/10.1016/j.apenergy.2016.07.040

Department of Energy Climate Change (DECC). (2015). Digest of United Kingdom Energy Statistics 2015. https://doi.org/10.1016/B978-0-12-088759-0.00001-8

Department for Business, Energy, & Industrial Strategy (DBEIS). (2016). Plant installed capacity, by connection, United Kingdom. London: National Statistics. Retrieved from https://www.gov.uk/government/statistics/electricity-chapter-5-digest-of-united-kingdom-energy-statistics-dukes

Department for Transport (DfT). (2016a). National Travel Survey: 2015 Report. London. Retrieved from https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/551437/national-travel-survey-2015.pdf

Department for Transport (DfT). (2016b). Table VEH0203: Licensed cars at the end of the year by propulsion / fuel type, Great Britain from 1994; also United Kingdom from 2014. Retrieved from https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/985933/veh0203.ods

Department for Transport (DfT). (2016c). Vehicle Licensing Statistics: Annual 2015. Retrieved from https://www.gov.uk/government/statistics/vehicle-licensing-statistics-2015

Department for Transport (DfT). (2018). Vehicle Licensing Statistics: Annual 2017. Statistical Release, 2017(April), 1–15. Retrieved from https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/716075/vehicle-licensing-statistics-2017-revised.pdf

Dharmakeerthi, C. H., Mithulananthan, N., & Saha, T. K. (2014). Impact of electric vehicle fast charging on power system voltage stability. International Journal of Electrical Power and Energy Systems, 57, 241–249. https://doi.org/10.1016/j.ijepes.2013.12.005

DVLA/DVA/DfT. (2016). Ultra low emission vehicles (ULEVs) registered for the first time, including top 10 models for the latest year, United Kingdom from 2010 Q1. Retrieved from https://www.gov.uk/government/collections/vehicles-statistics

EirGrid Group. (2016). Smart Grid Dashboard. Retrieved March 15, 2016, from http://smartgriddashboard.eirgrid.com/#ni

Ellingsen, L. A.-W., Singh, B., & Stromman, A. H. (2016). The size and range effect: lifecycle greenhouse gas emissions of electric vehicles. Environmental Research Letters, 11(054010), 1–8. https://doi.org/10.1088/1748-9326/11/5/054010

Eshani, M., Gao, Y., Longo, S., & Ebrahimi, K. (2018). Modern Electric, Hybrid Electric, and Fuel Cell Vehicles (3rd ed.). Boca Raton: CRC Press. https://doi.org/10.1201/9780429504884

Foley, A., Tyther, B., Calnan, P., & Ó Gallachóir, B. (2013). Impacts of Electric Vehicle charging under electricity market operations. Applied Energy, 101, 93–102. https://doi.org/10.1016/J.APENERGY.2012.06.052

Great Britain National Grid status. (2016). Retrieved March 10, 2016, from https://www.gridwatch.templar.co.uk/

Grant, C., Hsu, R., Keegan, P., & Kallock, W. (2015). Plug-in Electric Vehicles and Electric Cooperatives, Vol.2: Managing the Financial and Grid Impacts of Plug-in Electric Vehicles. Virginia.

Hawkins, T. R., Singh, B., Majeau-Bettez, G., & Stromman, A. H. (2013). Comparative Environmental Life Cycle Assessment of Conventional and Electric Vehicles. Journal of Industrial Ecology, 17(1), 53–64. https://doi.org/10.1111/j.1530-9290.2012.00532.x

Helveston, J. P., Liu, Y., Feit, E. M. D., Fuchs, E., Klampfl, E., & Michalek, J. J. (2015). Will subsidies drive electric vehicle adoption? Measuring consumer preferences in the U.S. and China. Transportation Research Part A: Policy and Practice, 73, 96–112. https://doi.org/10.1016/j.tra.2015.01.002

Intergovernmental Panel on Climate Change (IPCC). (2014). AR5 Climate Change 2014: Mitigation of Climate Change. New York. Retrieved from https://www.ipcc.ch/report/ar5/wg3/

Jansen, K. H., Brown, T. M., & Samuelsen, G. S. (2010). Emissions impacts of plug-in hybrid electric vehicle deployment on the U.S. western grid. Journal of Power Sources, 195(16), 5409–5416. https://doi.org/10.1016/j.jpowsour.2010.03.013

Majidpour, M., & Chen, W.-P. (2012). Grid and Schedule Constrained Electric Vehicle Charging Algorithm Using Node Sensitivity Approach. In 2012 International Conference on Connected Vehicles and Expo (ICCVE) (pp. 304–310). IEEE. https://doi.org/10.1109/ICCVE.2012.68

Mills, G., & MacGill, I. (2014). Potential power system and fuel consumption impacts of plug in hybrid vehicle charging using Australian National Electricity Market load profiles and transportation survey data. Electric Power Systems Research, 116, 1–11. https://doi.org/10.1016/J.EPSR.2014.04.018

Mott MacDonald. (2010). UK Electricity Generation Costs Update. Brighton. https://www.gov.uk/government/publications/uk-electricity-generation-costs-mott-macdonald-update-2010

National Grid. (2015). Future Energy Scenarios. Retrieved from https://www.nationalgrideso.com/sites/eso/files/documents/2015-fes_0.pdf

Office for Low Emission Vehicles (OLEV). (2018). Reformed Plug-In Car Grant extended into next decade - GOV.UK. Retrieved December 10, 2018, from https://www.gov.uk/government/news/reformed-plug-in-car-grant-extended-into-next-decade

Office of Energy Efficiency & Renewable Energy, Department of Energy. (2016). Fuel Economy Guide. Retrieved May 8, 2016, from https://www.fueleconomy.gov/feg/PowerSearch.do?action=noform&path=1&year1=1984&year2=2019&vtype=Electric

Papadopoulos, P., Skarvelis-Kazakos, S., Grau, I., Cipcigan, L. M., & Jenkins, N. (2012). Electric vehicles’ impact on British distribution networks. IET Electrical Systems in Transportation, 2(3), 91. https://doi.org/10.1049/iet-est.2011.0023

Parliament of UK. (2008). Climate change: Action! Spore. Statute Law Database. https://doi.org/10.1136/bmj.39469.569815.47

Schill, W.-P., & Gerbaulet, C. (2015). Power system impacts of electric vehicles in Germany: Charging with coal or renewables? Applied Energy, 156, 185–196. https://doi.org/10.1016/j.apenergy.2015.07.012

Society of Motor Manufacturers and Traders. (2016). New Car CO 2 Report 2016. Retrieved from https://www.smmt.co.uk/wp-content/uploads/sites/2/SMMT-New-Car-Co2-Report-2016.pdf

System Operator for Northern Ireland (SONI). (2016). System Information. Retrieved March 11, 2016, from http://www.soni.ltd.uk/how-the-grid-works/system-information/

Thornton, H. E., Adam, A. S., Hoskins, B. J., & Brayshaw, J. D. (2017). The relationship between wind power, electricity demand, and winter weather patterns in Great Britain. Environmental Research Letters, 12(6), 1–11. https://doi.org/10.1088/1748-9326/aa69c6

Villar, J., Diaz, C. A., Arnau, J., & Campos, F. A. (2012). Impact of plug-in-electric vehicles penetration on electricity demand, prices, and thermal generation dispatch. In 2012 9th International Conference on the European Energy Market (pp. 1–8). IEEE. https://doi.org/10.1109/EEM.2012.6254808

Zhang, P., Qian, K., Zhou, C., Stewart, B. G., & Hepburn, D. M. (2012). A Methodology for Optimization of Power Systems Demand Due to Electric Vehicle Charging Load. IEEE Transactions on Power Systems, 27(3), 1628–1636. https://doi.org/10.1109/TPWRS.2012.2186595

Zhou, G., Ou, X., & Xiliang, Z. (2013). Development of electric vehicles use in China: A perspective of life-cycle energy consumption and greenhouse gas emissions. Energy Policy, 59, 875–884. https://doi.org/10.1016/j.enpol.2013.04.057

Published

13-07-2022

How to Cite

Oliyide, R. O., and L. M. Cipcigan. “Dispatch Model for Analysing the Impacts of Electric Vehicles Charging Patterns on Power System Scheduling, Grid Emissions Intensity, and Emissions Abatement Costs”. International Multidisciplinary Research Journal, vol. 12, July 2022, pp. 4-13, doi:10.25081/imrj.2022.v12.7544.

Issue

Section

Articles