The opportunity for smart charging to mitigate the impact of electric vehicles on transmission and distribution systems

C Crozier, T Morstyn, M McCulloch - Applied Energy, 2020 - Elsevier
A rapid increase in the number of electric vehicles is expected in coming years, driven by
government incentives and falling battery prices. Charging these vehicles will add significant …

[HTML][HTML] The impact of plug-in behavior on the spatial–temporal flexibility of electric vehicle charging load

C Gschwendtner, C Knoeri, A Stephan - Sustainable Cities and Society, 2023 - Elsevier
While electric vehicles (EVs) are expected to support decarbonizing transport, EVs can
challenge the electricity system. Investigating the EV charging load and its flexibility, eg, by …

[HTML][HTML] Scalable multi-agent reinforcement learning for distributed control of residential energy flexibility

F Charbonnier, T Morstyn, MD McCulloch - Applied Energy, 2022 - Elsevier
This paper proposes a novel scalable type of multi-agent reinforcement learning-based
coordination for distributed residential energy. Cooperating agents learn to control the …

Optimal design and operation of a low carbon community based multi-energy systems considering EV integration

J Cao, C Crozier, M McCulloch… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Hybridization of electricity, heat power, and transportation energy combines the advantages
of multi-energy sources. This paper proposes the combined use of fuel cell, combined heat …

Capturing diversity in electric vehicle charging behaviour for network capacity estimation

C Crozier, T Morstyn, M McCulloch - Transportation Research Part D …, 2021 - Elsevier
This paper proposes a stochastic data-driven model for uncontrolled charging that
accurately captures diversity in individual consumer behaviour. This is important because …

Mind the goal: Trade-offs between flexibility goals for controlled electric vehicle charging strategies

C Gschwendtner, C Knoeri, A Stephan - Iscience, 2023 - cell.com
Electrification is one of the main decarbonization strategies for transportation. While
uncontrolled electric vehicle (EV) charging can challenge the electricity system, controlled …

Mitigating the impact of personal vehicle electrification: A power generation perspective

C Crozier, D Apostolopoulou, M McCulloch - Energy Policy, 2018 - Elsevier
The number of electric vehicles on the road in the UK is expected to rise quickly in the
coming years, and this is likely to have an impact on the operation of the power grid. This …

Modelling of workplace electric vehicle charging profiles based on trip chain generation

K Walz, D Contreras, K Rudion… - 2020 IEEE PES …, 2020 - ieeexplore.ieee.org
Increasing penetration of electric vehicles leads to new challenges for the power grid. Due to
limited measured data the generation of charging profiles from journey data of conventional …

A Charging Profile Modeling Approach for Battery-Electric Trucks based on Trip Chain Generation

K Walz, F Otteny, K Rudion - 2021 IEEE PES Innovative Smart …, 2021 - ieeexplore.ieee.org
Electric truck charging may lead to new future challenges in the power grid, which are
difficult to assess from today's perspective. One way to deal with the lack of measurement …

Spatio-Temporal Modeling of Large-Scale BEV Fleets' Charging Energy Needs and Flexibility

MP Herrera, M Schwarz, G Hug - … International Conference on …, 2024 - ieeexplore.ieee.org
This paper proposes a methodology for modeling and studying the spatio-temporal
characteristics of charging energy requirements of large-scale BEV fleets. The methodology …