A review of reinforcement learning for autonomous building energy management
K Mason, S Grijalva - Computers & Electrical Engineering, 2019 - Elsevier
The area of building energy management has received a significant amount of interest in
recent years. This area is concerned with combining advancements in sensor technologies …
recent years. This area is concerned with combining advancements in sensor technologies …
[HTML][HTML] Modelling electric vehicles use: a survey on the methods
In the literature electric vehicle use is modelled using of a variety of approaches in power
systems, energy and environmental analyses as well as in travel demand analysis. This …
systems, energy and environmental analyses as well as in travel demand analysis. This …
Adoption barriers for electric vehicles: Experiences from early adopters in Sweden
I Vassileva, J Campillo - Energy, 2017 - Elsevier
Electric vehicles are considered as one of the most effective technologies for reducing
current greenhouse gas emissions from the transport sector. Although in many countries …
current greenhouse gas emissions from the transport sector. Although in many countries …
Electric vehicles' impacts on residential electric local profiles–A stochastic modelling approach considering socio-economic, behavioural and spatial factors
This paper presents a stochastic bottom-up model to assess electric vehicles'(EV) impact on
load profiles at different parking locations as well as their potential for load management …
load profiles at different parking locations as well as their potential for load management …
[HTML][HTML] Transforming a residential building cluster into electricity prosumers in Sweden: Optimal design of a coupled PV-heat pump-thermal storage-electric vehicle …
Smart grid is triggering the transformation of traditional electricity consumers into electricity
prosumers. This paper reports a case study of transforming an existing residential cluster in …
prosumers. This paper reports a case study of transforming an existing residential cluster in …
Review of probabilistic load flow approaches for power distribution systems with photovoltaic generation and electric vehicle charging
The currently increasing penetration of photovoltaic (PV) generation and electric vehicle
(EV) charging in electricity distribution grids leads to higher system uncertainties. This …
(EV) charging in electricity distribution grids leads to higher system uncertainties. This …
Reinforcement learning-based plug-in electric vehicle charging with forecasted price
This paper proposes a novel demand response method that aims at reducing the long-term
cost of charging the battery of an individual plug-in electric vehicle (PEV). The problem is …
cost of charging the battery of an individual plug-in electric vehicle (PEV). The problem is …
Optimal scheduling of renewable micro-grids considering plug-in hybrid electric vehicle charging demand
H Kamankesh, VG Agelidis, A Kavousi-Fard - Energy, 2016 - Elsevier
In this paper, the optimal energy management of MGs (micro grids) including RESs
(renewable energy sources), PHEVs (plug-in hybrid electric vehicles) and storage devices is …
(renewable energy sources), PHEVs (plug-in hybrid electric vehicles) and storage devices is …
Integration of electric vehicles into transmission grids: A case study on generation adequacy in Europe in 2040
R Lauvergne, Y Perez, M Françon, AT De La Cruz - Applied Energy, 2022 - Elsevier
Electric vehicles (EVs) are expected to grow massively in the coming years, and grid
integration of a large number of them could challenge electricity-system infrastructure. This …
integration of a large number of them could challenge electricity-system infrastructure. This …
Probabilistic modeling of nodal charging demand based on spatial-temporal dynamics of moving electric vehicles
High penetration of electric vehicles (EVs) as moving loads in power system have drawn
increasing concerns about their negative impacts. Due to the spatial-temporal random …
increasing concerns about their negative impacts. Due to the spatial-temporal random …