Multistage time-variant electric vehicle load modelling for capturing accurate electric vehicle behaviour and electric vehicle impact on electricity distribution grids

Article

Haidar, Ahmed M. A., Muttaqi, Kashem M. and Haque, Mohammed H.. 2015. "Multistage time-variant electric vehicle load modelling for capturing accurate electric vehicle behaviour and electric vehicle impact on electricity distribution grids." IET Generation, Transmission and Distribution. 9 (16), pp. 2705-2716. https://doi.org/10.1049/iet-gtd.2014.1019
Article Title

Multistage time-variant electric vehicle load modelling for capturing accurate electric vehicle behaviour and electric vehicle impact on electricity distribution grids

ERA Journal ID4574
Article CategoryArticle
AuthorsHaidar, Ahmed M. A. (Author), Muttaqi, Kashem M. (Author) and Haque, Mohammed H. (Author)
Journal TitleIET Generation, Transmission and Distribution
Journal Citation9 (16), pp. 2705-2716
Number of Pages12
Year2015
Place of PublicationUnited Kingdom
ISSN1350-2360
1751-8687
1751-8695
Digital Object Identifier (DOI)https://doi.org/10.1049/iet-gtd.2014.1019
Web Address (URL)https://mr.crossref.org/iPage?doi=10.1049%2Fiet-gtd.2014.1019
Abstract

Accurate electric vehicle (EV) load modelling is a daunting task because the proportion and characteristics of these extra electrical loads in the grids are continuously changing. In many recent EV studies, EV load is assumed to be a constant power load to analyse the effect of EV charging on electric network. However, such an assumption would not be effective in real-time application and can give misleading results. This study proposes a multistage time-variant EV load modelling technique based on the characteristics of EV load demand due to EV battery charging. To capture the transitions between different stages of battery charging, the EV loads are modelled with a multistage
scheme and implemented ZIP model. A comparative study of energy losses and voltage profile is carried out on the IEEE 69-bus test system for the use of a traditional constant load model, conventional ZIP load model and the proposed multistage time-variant EV load model. Results show that the load models can significantly affect the energy losses and terminal voltages, and provide misrepresentation if EV load is not accurately modelled. Therefore, for proper analysis of EV loads during unidirectional charging, it is essential to have accurate models for predicting true EV behaviour.

Keywordselectric vehicle; electricity distribution grids; EV load modeling; EV charging; electronic vehicle charging; eletronic vehicle impact
ANZSRC Field of Research 2020400899. Electrical engineering not elsewhere classified
Public Notes

Files associated with this item cannot be displayed due to copyright restrictions.

Byline AffiliationsUniversity of Wollongong
University of South Australia
Institution of OriginUniversity of Southern Queensland
Permalink -

https://research.usq.edu.au/item/q3x2v/multistage-time-variant-electric-vehicle-load-modelling-for-capturing-accurate-electric-vehicle-behaviour-and-electric-vehicle-impact-on-electricity-distribution-grids

Log in to edit
  • 1393
    total views
  • 9
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

Voltage Regulation Planning Based on Optimal Grid-Connected Renewable Energy Allocation Using Nature-Inspired Algorithms to Reduce Switching Cycles of On-Load Tap Changing Transformer
Ali, Hamid K., Haidar, Ahmed M. A., Julai, Norhuzaimin and Helwig, Andreas. 2024. "Voltage Regulation Planning Based on Optimal Grid-Connected Renewable Energy Allocation Using Nature-Inspired Algorithms to Reduce Switching Cycles of On-Load Tap Changing Transformer." Electric Power Components and Systems. 52 (1), pp. 146-171. https://doi.org/10.1080/15325008.2023.2215783
Smart grid mechanism for green energy management: a comprehensive review
Fakhar, Adila, Haidar, Ahmed M. A., Abdullah, M. O. and Das, Narottam. 2023. "Smart grid mechanism for green energy management: a comprehensive review." International Journal of Green Energy. 20 (3), pp. 284-308. https://doi.org/10.1080/15435075.2022.2038610
An accurate algorithm of PMU-based wide area measurements for fault detection using positive-sequence voltage and unwrapped dynamic angles
Khan, Muhammad Qasim, Ahmed, Musse Mohamud and Haidar, Ahmed M. A.. 2022. "An accurate algorithm of PMU-based wide area measurements for fault detection using positive-sequence voltage and unwrapped dynamic angles." Measurement. 192, pp. 1-19. https://doi.org/10.1016/j.measurement.2022.110906
A market framework for energy bidding decision-making strategy to provide a competitive mechanism in the context of deregulated electricity market
Haidar, Ahmed M. A., Carmen, Lai and Muttaqi, Kashem M.. 2021. "A market framework for energy bidding decision-making strategy to provide a competitive mechanism in the context of deregulated electricity market." IEEE 4th International Conference on Computing, Power and Communication Technologies (GUCON 2021). Kuala Lumpur, Malaysia United States. https://doi.org/10.1109/GUCON50781.2021.9574039
Analysis of Grid-connected Solar PV System Operation based on Energy Router Concept
Haidar, Ahmed M. A., Ramli, Fatihah and Helwig, Andreas. 2022. "Analysis of Grid-connected Solar PV System Operation based on Energy Router Concept." 2022 7th IEEE Workshop on the Electronic Grid (eGRID). Auchland, New Zealand 29 Nov - 02 Dec 2022 New Zealand. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/eGRID57376.2022.9990021
An effective power dispatch strategy for clustered micro-grids while implementing optimal energy management and power sharing control using power line communication
Haidar, Ahmed M. A., Fakhar, Adila and Muttaqi, Kashem M.. 2019. "An effective power dispatch strategy for clustered micro-grids while implementing optimal energy management and power sharing control using power line communication." 2019 IEEE Industry Applications Society Annual Meeting. Baltimore, United States 29 Sep - 03 Oct 2019 United States. https://doi.org/10.1109/IAS.2019.8912426
The current state of Distributed Renewable Generation, challenges of interconnection and opportunities for energy conversion based DC microgrids
Ullah, Shahid, Haidar, Ahmed M. A., Hoole, Paul, Zen, Hushairi and Ahfock, Tony. 2020. "The current state of Distributed Renewable Generation, challenges of interconnection and opportunities for energy conversion based DC microgrids." Journal of Cleaner Production. 273, pp. 1-23. https://doi.org/10.1016/j.jclepro.2020.122777
An effective power dispatch strategy for clustered micro-grids while implementing optimal energy management and power sharing control using power line communication
Haidar, Ahmed M. A., Fakhar, Adila and Muttaqi, Kashem M.. 2020. "An effective power dispatch strategy for clustered micro-grids while implementing optimal energy management and power sharing control using power line communication." IEEE Transactions on Industry Applications. 56 (4), pp. 4258-4271. https://doi.org/10.1109/TIA.2020.2992974
Sustainable energy planning for cost minimization of autonomous hybrid microgrid using combined multi-objective optimization algorithm
Haidar, Ahmed M.A., Fakhar, Adila and Helwig, Andreas. 2020. "Sustainable energy planning for cost minimization of autonomous hybrid microgrid using combined multi-objective optimization algorithm." Sustainable Cities and Society. 62. https://doi.org/10.1016/j.scs.2020.102391
A distributed secondary control strategy for power sharing and voltage regulation by multiple converters in DC micro-grids
Ullah, Shahid, Haidar, Ahmed M. A., Muttaqi, Kashem M. and Ahfock, Tony. 2019. "A distributed secondary control strategy for power sharing and voltage regulation by multiple converters in DC micro-grids." 2019 IEEE International Conference on Electrical, Control and Instrumentation Engineering (ICECIE 2019). Kuala Lumpur, Malaysia 25 Nov 2019 United States. https://doi.org/10.1109/ICECIE47765.2019.8974711
A framework for placement assessment of synchrophasor measurement in practical power grid: a case study from Borneo
Haidar, Ahmed M. A. and Hau, Heng Wei. 2019. "A framework for placement assessment of synchrophasor measurement in practical power grid: a case study from Borneo." Journal of Electrical and Electronics Engineering. 12 (2), pp. 11-16.
Assessment of technical and financial benefits of AC and DC microgrids based on solar photovoltaic
Ullah, Shahid, Haidar, Ahmed M. A. and Zen, Hushairi. 2020. "Assessment of technical and financial benefits of AC and DC microgrids based on solar photovoltaic." Electrical Engineering: Archiv fuer elektrotechnik. 102, pp. 1297-1310. https://doi.org/10.1007/s00202-020-00950-7
Sustainable energy management design for Bario microgrid in Sarawak, Malaysia
Fakhar, Adila, Haidar, Ahmed M. A., Ahmed, Musse M. and Rahman, A. K.. 2018. "Sustainable energy management design for Bario microgrid in Sarawak, Malaysia." 7th IEEE International Conference on Power and Energy (PECon 2018). Kuala Lumpur, Malaysia 03 - 04 Dec 2018 https://doi.org/10.1109/PECON.2018.8684067
Synchrophasors based wide area protection and phasor estimation: a review
Khan, Muhammad Qasim, Ahmed, Musse Mohamud, Haidar, Ahmed M. A., Julai, Norhuzaimin and Hasan, Mohammad Kamarul. 2018. "Synchrophasors based wide area protection and phasor estimation: a review." 7th IEEE International Conference on Power and Energy (PECon 2018). Kuala Lumpur, Malaysia 03 - 04 Dec 2018 https://doi.org/10.1109/PECON.2018.8684046
Contingency analysis of a power grid with the participation of utility-scale solar PV units: a case study from Sarawak, Malaysia
Khan, A. Balqis Z., Haidar, Ahmed M. A. and Othman, Al-Khalid bin Hj. 2018. "Contingency analysis of a power grid with the participation of utility-scale solar PV units: a case study from Sarawak, Malaysia." 7th IEEE International Conference on Power and Energy (PECon 2018). Kuala Lumpur, Malaysia 03 - 04 Dec 2018 https://doi.org/10.1109/PECON.2018.8684063
Optimum configuration of solar PV topologies for DC microgrid connected to the longhouse communities in Sarawak, Malaysia
Sharip, Mohd R. M., Haidar, Ahmed M. A. and Jimel, Aaron C.. 2019. "Optimum configuration of solar PV topologies for DC microgrid connected to the longhouse communities in Sarawak, Malaysia." International Journal of Photoenergy. 2019, pp. 1-13. https://doi.org/10.1155/2019/2657265
An improved scheme for enhancing the ride-through capability of grid-connected photovoltaic systems towards meeting the recent grid codes requirements
Haidar, Ahmed M. A. and Julai, Norhuzaimin. 2019. "An improved scheme for enhancing the ride-through capability of grid-connected photovoltaic systems towards meeting the recent grid codes requirements." Energy for Sustainable Development: the journal of the international energy initiative. 50, pp. 38-49. https://doi.org/10.1016/j.esd.2019.02.007
A multipurpose problem-based learning platform for education and research under smart grid umbrella
Haidar, Ahmed M. A., Smith, Vic and Elphick, Sean. 2021. "A multipurpose problem-based learning platform for education and research under smart grid umbrella." International Journal of Electrical Engineering Education. 58 (1), pp. 3-32. https://doi.org/10.1177/0020720918816001
Flexibility-based anti-islanding protection of a microgrid integrated with power grid
Haidar, Ahmed M. A., bin Hj Othman, Al-Khalid and Lopes, Luiz A. C.. 2017. "Flexibility-based anti-islanding protection of a microgrid integrated with power grid." 5th IEEE International Conference on Smart Energy Grid Engineering (SEGE 2017) . Oshawa, Canada 14 - 17 Aug 2017 United States. https://doi.org/10.1109/SEGE.2017.8052773
A coordinated control approach for DC link and rotor crowbars to improve fault ride-through of DFIG based wind turbines
Haidar, Ahmed M. A., Muttaqi, Kashem M. and Hagh, Mehrdad T.. 2015. "A coordinated control approach for DC link and rotor crowbars to improve fault ride-through of DFIG based wind turbines." 2015 IEEE Industry Applications Society Annual Meeting (IAS 2015). Addison, United States of America 18 - 22 Oct 2015 https://doi.org/10.1109/IAS.2015.7356822
Power quality enhancement using DVR based on ant colony controller
Benachaiba, C., Mazari, B., Tandjaoui, M. N. and Haidar, Ahmed M. A.. 2016. "Power quality enhancement using DVR based on ant colony controller." 57th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON 2016). Riga, Latvia 13 - 14 Oct 2016 https://doi.org/10.1109/RTUCON.2016.7763114
Parameters extraction of Unified Power Quality Conditioner on the calculation of a membership function
Haidar, Ahmed M. A., Benachaibab, Chellali, Julai, Norhuzaimin and Malek, Mohamed Fareq Abdul. 2017. "Parameters extraction of Unified Power Quality Conditioner on the calculation of a membership function." International Journal on Electrical Engineering and Informatics. 9 (2), pp. 244-258. https://doi.org/10.15676/ijeei.2017.9.2.3
Stability of soft constrained finite horizon model predictive control
Askari, M., Moghavvemi, M., Almurib, Haider A. F. and Haidar, Ahmed M. A.. 2017. "Stability of soft constrained finite horizon model predictive control." IEEE Transactions on Industry Applications. 53 (6), pp. 5883-5892. https://doi.org/10.1109/TIA.2017.2718978
A coordinated control approach for DC link and rotor crowbars to improve fault ride-through of DFIG based wind turbines
Haidar, Ahmed M. A., Muttaqi, Kashem M. and Hagh, Mehrdad Tarafdar. 2017. "A coordinated control approach for DC link and rotor crowbars to improve fault ride-through of DFIG based wind turbines." IEEE Transactions on Industry Applications. 53 (4), pp. 4073-4086. https://doi.org/10.1109/TIA.2017.2686341
Improving fault ride-through capability of DFIG based wind generators by using bridge-type superconducting fault current limiter
Hagh, M. Tarafdar, Muttaqi, K. M., Sutanto, D., Hossain, M. S. A. and Haidar, Ahmed M. A.. 2015. "Improving fault ride-through capability of DFIG based wind generators by using bridge-type superconducting fault current limiter." 50th International Universities Power Engineering Conference (UPEC 2015). Stoke on Trent, United Kingdom 01 - 04 Sep 2015 https://doi.org/10.1109/UPEC.2015.7339856
Improving low voltage ride-through using super capacitor at the DC link of doubly-fed induction generator based wind turbine
Haidar, Ahmed M. A., Hagh, Mehrdad T. and Muttaqi, Kashem M.. 2015. "Improving low voltage ride-through using super capacitor at the DC link of doubly-fed induction generator based wind turbine." 50th International Universities Power Engineering Conference (UPEC 2015). Stoke on Trent, United Kingdom 01 - 04 Sep 2015 https://doi.org/10.1109/UPEC.2015.7339855
Effects of PEV penetration on voltage unbalance
Haidar, Ahmed M. A. and Muttaqi, Kashem M.. 2015. "Effects of PEV penetration on voltage unbalance." Rajakaruna, Sumedha , Shahnia, Farhad and Ghosh, Arindam (ed.) Plug in electric vehicles in smart grids . Singapore. Springer. pp. 279-307
Smart Grid and its future perspectives in Australia
Haidar, Ahmed M. A., Muttaqi, Kashem and Sutanto, Danny. 2015. "Smart Grid and its future perspectives in Australia." Renewable and Sustainable Energy Reviews. 51, pp. 1375-1389. https://doi.org/10.1016/j.rser.2015.07.040
A comprehensive review of synchronization methods for grid-connected converters of renewable energy source
Jaalam, N., Rahim, N. A., Bakar, A. H. A., Tan, ChiaKwang and Haidar, Ahmed M. A.. 2016. "A comprehensive review of synchronization methods for grid-connected converters of renewable energy source." Renewable and Sustainable Energy Reviews. 59, pp. 1471-1481. https://doi.org/10.1016/j.rser.2016.01.066
Behavioral characterization of electric vehicle charging loads in a distribution power grid through modeling of battery chargers
Haidar, Ahmed M. A. and Muttaqi, Kashem M.. 2016. "Behavioral characterization of electric vehicle charging loads in a distribution power grid through modeling of battery chargers." IEEE Transactions on Industry Applications. 52 (1), pp. 483-492. https://doi.org/10.1109/TIA.2015.2483705