Bi-Directional Coordination of Plug-In Electric Vehicles with Economic Model Predictive Control
AbstractThe emergence of plug-in electric vehicles (PEVs) is unveiling new opportunities to de-carbonise the vehicle parcs and promote sustainability in different parts of the globe. As battery technologies and PEV efficiency continue to improve, the use of electric cars as distributed energy resources is fast becoming a reality. While the distribution network operators (DNOs) strive to ensure grid balancing and reliability, the PEV owners primarily aim at maximising their economic benefits. However, given that the PEV batteries have limited capacities and the distribution network is constrained, smart techniques are required to coordinate the charging/discharging of the PEVs. Using the economic model predictive control (EMPC) technique, this paper proposes a decentralised optimisation algorithm for PEVs during the grid-to-vehicle (G2V) and vehicle-to-grid (V2G) operations. To capture the operational dynamics of the batteries, it considers the state-of-charge (SoC) at a given time as a discrete state space and investigates PEVs performance in V2G and G2V operations. In particular, this study exploits the variability in the energy tariff across different periods of the day to schedule V2G/G2V cycles using real data from the university’s PEV infrastructure. The results show that by charging/discharging the vehicles during optimal time partitions, prosumers can take advantage of the price elasticity of supply to achieve net savings of about 63%. View Full-Text
Scifeed alert for new publicationsNever miss any articles matching your research from any publisher
- Get alerts for new papers matching your research
- Find out the new papers from selected authors
- Updated daily for 49'000+ journals and 6000+ publishers
- Define your Scifeed now
Sha’aban, Y.A.; Ikpehai, A.; Adebisi, B.; Rabie, K.M. Bi-Directional Coordination of Plug-In Electric Vehicles with Economic Model Predictive Control. Energies 2017, 10, 1507.
Sha’aban YA, Ikpehai A, Adebisi B, Rabie KM. Bi-Directional Coordination of Plug-In Electric Vehicles with Economic Model Predictive Control. Energies. 2017; 10(10):1507.Chicago/Turabian Style
Sha’aban, Yusuf A.; Ikpehai, Augustine; Adebisi, Bamidele; Rabie, Khaled M. 2017. "Bi-Directional Coordination of Plug-In Electric Vehicles with Economic Model Predictive Control." Energies 10, no. 10: 1507.
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.