Research graph
References from Reinforcement-Learning-Guided Two-Stage Multi-Energy Optimization for Carbon-Aware Charging Infrastructure. Local targets link to admitted publications; unresolved targets remain external evidence.
A Review of Charge Scheduling of Electric Vehicles in Smart Grid
10.1109/jsyst.2014.2356559 · 2015 · External reference
10.3390/su122310160
10.3390/su122310160 · External reference
Flexible Charging Optimization for Electric Vehicles Considering Distribution Grid Constraints
10.1109/tsg.2011.2168431 · 2012 · External reference
Optimal Charge Control of Plug-In Hybrid Electric Vehicles in Deregulated Electricity Markets
10.1109/tpwrs.2010.2086083 · 2011 · External reference
10.3390/en12244730
10.3390/en12244730 · External reference
10.1109/smartgridcomm52983.2022.9960988
10.1109/smartgridcomm52983.2022.9960988 · External reference
Optimizing plug-in electric vehicle and vehicle-to-grid charge scheduling to minimize carbon emissions
10.1016/j.energy.2016.09.057 · 2016 · External reference
Unresolved reference
External reference
10.3390/en17184551
10.3390/en17184551 · External reference
Coordinated carbon capture systems and power-to-gas dynamic economic energy dispatch strategy for electricity–gas coupled systems considering system uncertainty: An improved soft actor–critic approach
10.1016/j.energy.2023.126965 · 2023 · External reference
Stochastic optimal charging of electric-drive vehicles with renewable energy
10.1016/j.energy.2011.09.006 · 2011 · External reference
Distribution Network Electric Vehicle Hosting Capacity Maximization: A Chargeable Region Optimization Model
10.1109/tpwrs.2017.2652485 · 2017 · External reference
An Efficient Game for Coordinating Electric Vehicle Charging
10.1109/tac.2016.2614106 · 2017 · External reference
Distributionally robust energy management for multi-microgrids with grid-interactive EVs considering the multi-period coupling effect of user behaviors
10.1016/j.apenergy.2023.121770 · 2023 · External reference
10.3390/modelling6010020
10.3390/modelling6010020 · External reference
A model predictive control approach in microgrid considering multi-uncertainty of electric vehicles
10.1016/j.renene.2020.08.137 · 2021 · External reference
Model predictive control of vehicle charging stations in grid-connected microgrids: An implementation study
10.1016/j.apenergy.2024.123210 · 2024 · External reference
Reinforcement learning for electric vehicle charging scheduling: A systematic review
10.1016/j.tre.2024.103698 · 2024 · External reference
Reinforcement learning for electric vehicle applications in power systems: A critical review
10.1016/j.rser.2022.113052 · 2023 · External reference
Unresolved reference
External reference
Q-learning
1992 · External reference
Human-level control through deep reinforcement learning
10.1038/nature14236 · 2015 · External reference
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning
10.1109/tsg.2018.2879572 · 2019 · External reference
Definition and Evaluation of Model-Free Coordination of Electrical Vehicle Charging With Reinforcement Learning
10.1109/tsg.2019.2920320 · 2020 · External reference
A Comprehensive Survey on Safe Reinforcement Learning
2015 · External reference
A Review of Safe Reinforcement Learning: Methods, Theories, and Applications
10.1109/tpami.2024.3457538 · 2024 · External reference
Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning
10.1109/tsg.2019.2955437 · 2020 · External reference
10.3390/en15072323
10.3390/en15072323 · External reference
A two-stage stochastic optimization model for scheduling electric vehicle charging loads to relieve distribution-system constraints
10.1016/j.trb.2017.05.002 · 2017 · External reference
10.1007/978-3-319-62350-4
10.1007/978-3-319-62350-4 · External reference
Estimating marginal CO2 emissions rates for national electricity systems
10.1016/j.enpol.2010.05.053 · 2010 · External reference
How Well Do Emission Factors Approximate Emission Changes from Electricity System Models?
10.1021/acs.est.2c02344 · 2022 · External reference
10.1145/3632775.3661953
10.1145/3632775.3661953 · External reference
Multi-objective optimization of electric vehicle charging considering market coupling in north-western Europe
10.1016/j.trd.2025.104829 · 2025 · External reference
10.3390/en16083472
10.3390/en16083472 · External reference
Modeling and optimization of combined heat and power with power-to-gas and carbon capture system in integrated energy system
10.1016/j.energy.2021.121392 · 2021 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
10.3390/en16134964
10.3390/en16134964 · External reference
10.1007/978-3-319-62350-4
10.1007/978-3-319-62350-4 · ExternalCitation · doi-reference
Distributionally robust energy management for multi-microgrids with grid-interactive EVs considering the multi-period coupling effect of user behaviors
10.1016/j.apenergy.2023.121770 · ExternalCitation · doi-reference
Model predictive control of vehicle charging stations in grid-connected microgrids: An implementation study
10.1016/j.apenergy.2024.123210 · ExternalCitation · doi-reference
Stochastic optimal charging of electric-drive vehicles with renewable energy
10.1016/j.energy.2011.09.006 · ExternalCitation · doi-reference
Optimizing plug-in electric vehicle and vehicle-to-grid charge scheduling to minimize carbon emissions
10.1016/j.energy.2016.09.057 · ExternalCitation · doi-reference
Modeling and optimization of combined heat and power with power-to-gas and carbon capture system in integrated energy system
10.1016/j.energy.2021.121392 · ExternalCitation · doi-reference
Coordinated carbon capture systems and power-to-gas dynamic economic energy dispatch strategy for electricity–gas coupled systems considering system uncertainty: An improved soft actor–critic approach
10.1016/j.energy.2023.126965 · ExternalCitation · doi-reference
Estimating marginal CO2 emissions rates for national electricity systems
10.1016/j.enpol.2010.05.053 · ExternalCitation · doi-reference
A model predictive control approach in microgrid considering multi-uncertainty of electric vehicles
10.1016/j.renene.2020.08.137 · ExternalCitation · doi-reference
Reinforcement learning for electric vehicle applications in power systems: A critical review
10.1016/j.rser.2022.113052 · ExternalCitation · doi-reference
A two-stage stochastic optimization model for scheduling electric vehicle charging loads to relieve distribution-system constraints
10.1016/j.trb.2017.05.002 · ExternalCitation · doi-reference
Multi-objective optimization of electric vehicle charging considering market coupling in north-western Europe
10.1016/j.trd.2025.104829 · ExternalCitation · doi-reference
Reinforcement learning for electric vehicle charging scheduling: A systematic review
10.1016/j.tre.2024.103698 · ExternalCitation · doi-reference
How Well Do Emission Factors Approximate Emission Changes from Electricity System Models?
10.1021/acs.est.2c02344 · ExternalCitation · doi-reference
Human-level control through deep reinforcement learning
10.1038/nature14236 · ExternalCitation · doi-reference
A Review of Charge Scheduling of Electric Vehicles in Smart Grid
10.1109/jsyst.2014.2356559 · ExternalCitation · doi-reference
10.1109/smartgridcomm52983.2022.9960988
10.1109/smartgridcomm52983.2022.9960988 · ExternalCitation · doi-reference
An Efficient Game for Coordinating Electric Vehicle Charging
10.1109/tac.2016.2614106 · ExternalCitation · doi-reference
A Review of Safe Reinforcement Learning: Methods, Theories, and Applications
10.1109/tpami.2024.3457538 · ExternalCitation · doi-reference
Optimal Charge Control of Plug-In Hybrid Electric Vehicles in Deregulated Electricity Markets
10.1109/tpwrs.2010.2086083 · ExternalCitation · doi-reference
Distribution Network Electric Vehicle Hosting Capacity Maximization: A Chargeable Region Optimization Model
10.1109/tpwrs.2017.2652485 · ExternalCitation · doi-reference
Flexible Charging Optimization for Electric Vehicles Considering Distribution Grid Constraints
10.1109/tsg.2011.2168431 · ExternalCitation · doi-reference
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning
10.1109/tsg.2018.2879572 · ExternalCitation · doi-reference
Definition and Evaluation of Model-Free Coordination of Electrical Vehicle Charging With Reinforcement Learning
10.1109/tsg.2019.2920320 · ExternalCitation · doi-reference
Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning
10.1109/tsg.2019.2955437 · ExternalCitation · doi-reference
10.1145/3632775.3661953
10.1145/3632775.3661953 · ExternalCitation · doi-reference
10.3390/en12244730
10.3390/en12244730 · ExternalCitation · doi-reference
10.3390/en15072323
10.3390/en15072323 · ExternalCitation · doi-reference
10.3390/en16083472
10.3390/en16083472 · ExternalCitation · doi-reference
10.3390/en16134964
10.3390/en16134964 · ExternalCitation · doi-reference
10.3390/en17184551
10.3390/en17184551 · ExternalCitation · doi-reference
10.3390/modelling6010020
10.3390/modelling6010020 · ExternalCitation · doi-reference
10.3390/su122310160
10.3390/su122310160 · ExternalCitation · doi-reference
