Research graph
References from Data-driven smart charging for heterogeneous electric vehicle fleets. Local targets link to admitted publications; unresolved targets remain external evidence.
ACN-Data: analysis and applications of an open ev charging dataset
10.1145/3307772.3328313 · 2019 · External reference
Smart charging for electric vehicles: a survey from the algorithmic perspective
10.1109/comst.2016.2518628 · 2016 · External reference
Charging schemes for plug-in hybrid electric vehicles in smart grid: a survey
10.1109/access.2016.2614689 · 2016 · External reference
A review of charge scheduling of electric vehicles in smart grid
10.1109/jsyst.2014.2356559 · 2015 · External reference
Large-scale adaptive electric vehicle charging
2018 · External reference
Unresolved reference
2015 · External reference
Towards a smarter battery management system: a critical review on optimal charging methods of lithium ion batteries
10.1016/j.energy.2019.06.128 · 2019 · External reference
Predicting the state of charge and health of batteries using data-driven machine learning
2020 · External reference
Unresolved reference
2015 · External reference
Impact of priority criteria on electric vehicle charge scheduling
10.1109/tte.2015.2465293 · 2015 · External reference
Intelligent charge rate optimization of PHEVs incorporating driver satisfaction and grid constraints
10.1109/tits.2016.2621049 · 2017 · External reference
Decentralized EV-based charging optimization with building integrated wind energy
10.1109/tase.2018.2856908 · 2019 · External reference
CoFAT 2016 - Field test of charging management system for electric vehicle - State of the art charging management using ISO 61851 with EV from different OEMs
2016 · External reference
Real-time smart charging based on precomputed schedules
10.1109/tsg.2019.2914274 · 2019 · External reference
Charge scheduling for electric freight vehicles
10.1016/j.trb.2018.07.010 · 2018 · External reference
Bi-directional coordination of plug-in electric vehicles with economic model predictive control
10.3390/en10101507 · 2017 · External reference
Charging optimization of battery electric vehicles including cycle battery aging
2014 · External reference
A day-ahead optimal control of PEV battery storage devices taking into account the voltage regulation of the residential power grid
10.1109/tpwrs.2019.2917009 · 2019 · External reference
Multi-timescale parametric electrical battery model for use in dynamic electric vehicle simulations
10.1109/tte.2016.2569069 · 2016 · External reference
Comparative study of reduced order equivalent circuit models for on-board state-of-available-power prediction of lithium-ion batteries in electric vehicles
10.1016/j.apenergy.2018.05.066 · 2018 · External reference
Remaining useful battery life prediction for UAVs based on machine learning
10.1016/j.ifacol.2017.08.863 · 2017 · External reference
Machine learning systems based on xgboost and MLP neural network applied in satellite lithium-ion battery sets impedance estimation
2018 · External reference
Expanding the lifetime of li-ion batteries through optimization of charging profiles
10.1016/j.jclepro.2019.04.031 · 2019 · External reference
Current profile optimization for combined state of charge and state of health estimation of lithium ion battery based on cramer–rao bound analysis
10.1109/tpel.2018.2877294 · 2019 · External reference
Electric vehicles charging control in a smart grid: a model predictive control approach
10.1016/j.conengprac.2013.10.005 · 2014 · External reference
Electric vehicle charge planning using Economic Model Predictive Control
2012 · External reference
Load model for prediction of electric vehicle charging demand
2010 · External reference
Forecasting plug-in electric vehicles load profile using artificial neural networks
2015 · External reference
Electric vehicle charging demand forecasting model based on big data technologies
10.1016/j.apenergy.2016.08.080 · 2016 · External reference
A novel hybrid prediction model for aggregated loads of buildings by considering the electric vehicles
10.1016/j.scs.2018.05.009 · 2018 · External reference
PEV Charging profile prediction and analysis based on vehicle usage data
10.1109/tsg.2011.2162009 · 2012 · External reference
Electric vehicle charging profile prediction for efficient energy management in buildings
2012 · External reference
Online energy management strategy of fuel cell hybrid electric vehicles based on time series prediction
2017 · External reference
Data-driven optimal charging decision making for connected and automated electric vehicles: a personal usage scenario
10.1016/j.trc.2017.10.014 · 2018 · External reference
Unresolved reference
2008 · External reference
ARIMA-Based decoupled time series forecasting of electric vehicle charging demand for stochastic power system operation
10.1016/j.epsr.2016.06.003 · 2016 · External reference
Optimal charging/discharging of grid-enabled electric vehicles for predictability enhancement of PV generation
10.1016/j.epsr.2014.08.007 · 2014 · External reference
Fast prediction for sparse time series: demand forecast of EV charging stations for cell phone applications
10.1109/tii.2014.2374993 · 2015 · External reference
Statistical characterisation of the real transaction data gathered from electric vehicle charging stations
10.1016/j.epsr.2018.09.022 · 2019 · External reference
A data-driven approach for characterising the charging demand of electric vehicles: a UK case study
10.1016/j.apenergy.2015.10.151 · 2016 · External reference
A pattern analysis of daily electric vehicle charging profiles: operational efficiency and environmental impacts
2018 · External reference
Unresolved reference
External reference
Estimating the benefits of electric vehicle smart charging at non-residential locations: a data-driven approach
10.1016/j.apenergy.2015.05.072 · 2015 · External reference
Data-driven charging strategy of PEVs under transformer aging risk
10.1109/tcst.2017.2713321 · 2018 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Impact of uncoordinated plug-in electric vehicle charging on residential power demand
10.1038/s41560-017-0074-z · 2018 · External reference
Battery electric vehicle driving and charging behavior observed early in the EV project
10.4271/2012-01-0199 · 2012 · External reference
Impact of Considering Variable Battery Power Profile of Electric Vehicles on the Distribution Network
2018 · External reference
10.12968/s1467-5560(22)60105-2
10.12968/s1467-5560(22)60105-2 · External reference
A comparison of electric vehicle Level 1 and Level 2 charging efficiency
2014 · External reference
Efficiency Test Method for Electric Vehicle Chargers
2016 · External reference
Measurement of power loss during electric vehicle charging and discharging
10.1016/j.energy.2017.03.015 · 2017 · External reference
Demand profile study of battery electric vehicle under different charging options
2012 · External reference
State-of-charge estimation of li-ion batteries using deep neural networks: a machine learning approach
10.1016/j.jpowsour.2018.06.104 · 2018 · External reference
State of charge estimation for electric vehicle power battery using advanced machine learning algorithm under diversified drive cycles
10.1016/j.energy.2018.08.071 · 2018 · External reference
Unresolved reference
External reference
XGBoost: A Scalable Tree Boosting System
10.1145/2939672.2939785 · 2016 · External reference
Case study in evaluating time series prediction models using the relative mean absolute error
10.1080/00031305.2016.1148631 · 2016 · External reference
Evaluation of OCPP and IEC 61850 for smart charging electric vehicles
2013 · External reference
Improving smart charging prioritization by predicting electric vehicle departure time (forthcoming)
2020 · External reference
