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2022 IEEE Transactions on Smart Grid  
Xiang 2986 Smart Sensors, Meters, and Advanced Metering Infrastructure (AMI) EV Power Grid Integration and Impact Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-Grid Integration  ...  Manshadi 2761 Demand Response (DR) and Demand Side Management (DSM) EV Charging Strategy Considering Transformer Lifetime via Evolutionary Curriculum Learning-Based Multiagent Deep Reinforcement Learning  ... 
doi:10.1109/tsg.2022.3181387 fatcat:ilrslvdy7vac5olawh4mhp56im

Strategies for Controlling Microgrid Networks with Energy Storage Systems: A Review

Mudhafar Al-Saadi, Maher Al-Greer, Michael Short
2021 Energies  
Specific focus on control strategies based upon multiagent communication and reinforcement learning is a main objective of this paper, reflecting recent advancements in digitalization and AI.  ...  there has been much recent interest related to controlling aspects of supporting power-sharing balance and sustainability, increasing system resilience and reliability, and balancing distributed state of charge  ...  electric vehicles (EVs).  ... 
doi:10.3390/en14217234 fatcat:anflqasqkrfnnivu42vhiodbei

2019 Index IEEE Transactions on Industrial Informatics Vol. 15

2019 IEEE Transactions on Industrial Informatics  
., +, TII March 2019 1647-1657 Electric vehicle charging A Bayesian Real-Time Electric Vehicle Charging Strategy for Mitigating Renewable Energy Fluctuations.  ...  ., +, TII Sept. 2019 5214-5224 Hybrid electric vehicles A Heuristic Planning Reinforcement Learning-Based Energy Management for Power-Split Plug-in Hybrid Electric Vehicles.  ... 
doi:10.1109/tii.2020.2968165 fatcat:utk3ywxc6zgbdbfsys5f4otv7u

Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things

Wei Yu, Wei Zhao, Anke Schmeink, Houbing Song, Guido Dartmann
2021 IEEE Internet of Things Journal  
The article titled "CDDPG: A deep-reinforcement-learningbased approach for electric vehicle charging control" proposes Digital Object Identifier 10.1109/JIOT.2021.3053713 a deep reinforcement-learning-based  ...  The article titled "Deep multiagent reinforcement-learningbased resource allocation for Internet of Controllable Things" addresses the power resource allocation problem for IoT by using deep reinforcement  ... 
doi:10.1109/jiot.2021.3053713 fatcat:wnsgkuohhvg4fitk6ixreddsly

Prediction-Based Multi-Agent Reinforcement Learning in Inherently Non-Stationary Environments

Andrei Marinescu, Ivana Dusparic, Siobhán Clarke
2017 ACM Transactions on Autonomous and Adaptive Systems  
We evaluate P-MARL in a smart grid scenario and show that a 92% Pareto efficient solution can be achieved in an electric vehicle charging problem, where energy demand across a community of households is  ...  Multi-Agent Reinforcement Learning (MARL) is a widely-used technique for optimization in decentralised control problems, addressing complex challenges when several agents change actions simultaneously  ...  For the greedy solution all vehicles start charging at 23:00 resulting in a peak in demand higher than the evening peak, an undesired situation.  ... 
doi:10.1145/3070861 fatcat:bvljbildvbezbmigbjzg7i5tm4

Table of Contents

2019 IEEE Transactions on Industrial Informatics  
Verbič 257 Unsupervised Nonintrusive Extraction of Electrical Vehicle Charging Load Patterns . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Sepasian, Optimization of an Autonomous Hybrid Renewable Energy System Using Reformed Electric System Cascade Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tii.2018.2886914 fatcat:rlwsmybw5nhz5e77hqn3w7xziu

2020 Index IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 50

2020 IEEE Transactions on Systems, Man & Cybernetics. Systems  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  ., +, TSMC March 2020 1161-1177 Electric vehicles Compensating Delays and Noises in Motion Control of Autonomous Electric Vehicles by Using Deep Learning and Unscented Kalman Predictor.  ...  ., +, TSMC March 2020 1111-1121 + Check author entry for coauthors Electric vehicle charging , +, TSMC March 2020 1178-1185 Electromagnetic actuators A Modeling Method of Electromagnetic Micromirror in  ... 
doi:10.1109/tsmc.2021.3054492 fatcat:zartzom6xvdpbbnkcw7xnsbeqy

Multiagent Reinforcement Learning for Community Energy Management to Mitigate Peak Rebounds Under Renewable Energy Uncertainty

Bo-Chen Lai, Wei-Yu Chiu, Yuan-Po Tsai
2022 IEEE Transactions on Emerging Topics in Computational Intelligence  
This article proposes a community energy management system based on multiagent reinforcement learning.  ...  A home requires energy management for home appliances, electric vehicles, energy storage systems, and renewable energy generation.  ...  Our future research will investigate the use of deep RL for a community EMS that generalizes well in large state and action spaces.  ... 
doi:10.1109/tetci.2022.3157026 fatcat:tikl5vwatzcunk4cifzpruoejy

Table of Contents

2020 IEEE Transactions on Industrial Informatics  
Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Chen 3076 New Methods for Optimal Operational Control of Industrial Processes Using Reinforcement Learning on Two Time Scales . . . . . . . . . . . . . . . . . . . . . . . . . . . W. Xue, J. Fan, V.  ... 
doi:10.1109/tii.2020.2965776 fatcat:rjrecaapsrha3fmfgzstsdfmxq

2021 Index IEEE Transactions on Industrial Informatics Vol. 17

2021 IEEE Transactions on Industrial Informatics  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  ., +, TII Feb. 2021 849-859 Reinforcement Learning-Based Load Forecasting of Electric Vehicle Charging Station Using Q-Learning Technique.  ...  ., +, TII Feb. 2021 1363-1374 Reinforcement Learning-Based Load Forecasting of Electric Vehicle Charging Station Using Q-Learning Technique.  ... 
doi:10.1109/tii.2021.3138206 fatcat:ulsazxgmpfdmlivigjqgyl7zre

Table of contents

2020 IEEE Transactions on Smart Grid  
Yu 2337 Coordination of Electric Vehicle Charging Through Multiagent Reinforcement Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  An Iterative Two-Layer Optimization Charging and Discharging Trading Scheme for Electric Vehicle Using Consortium Blockchain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tsg.2020.2983810 fatcat:j7djsxepozc4pgnpn7xwfsnhoi

2020 Index IEEE Transactions on Cybernetics Vol. 50

2020 IEEE Transactions on Cybernetics  
., Reference Trajectory Reshaping Optimi-zation and Control of Robotic Exoskeletons for Human-Robot Co-Manipulation; TCYB Aug. 2020 3740-3751 Wu, X., Jiang, B., Yu, K., Miao, c., and Chen, H  ...  ., +, TCYB Aug. 2020 3766-3777 Dynamics Using Reinforcement Learning.  ...  NN Reinforcement Learning Adaptive Control for a Class of Nonstrict-Feedback Discrete-Time Systems.  ... 
doi:10.1109/tcyb.2020.3047216 fatcat:5giw32c2u5h23fu4drupnh644a

2021 Index IEEE Transactions on Transportation Electrification Vol. 7

2021 IEEE Transactions on Transportation Electrification  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  ., +, TTE March 2021 329-338 Learning Time Reduction Using Warm-Start Methods for a Reinforcement Learning-Based Supervisory Control in Hybrid Electric Vehicle Applications.  ...  ., +, TTE June 2021 527-541 Learning Time Reduction Using Warm-Start Methods for a Reinforcement Learning-Based Supervisory Control in Hybrid Electric Vehicle Applica-tions.  ... 
doi:10.1109/tte.2021.3138230 fatcat:z3avb2jp5vfr7bmzsphtgtuz4m

2020 Index IEEE Transactions on Smart Grid Vol. 11

2020 IEEE Transactions on Smart Grid  
., Small-Signal Stability Analysis and Active Damping Control of DC Microgrids Integrated With Distributed Electric Springs; 3737-3747 Hou, K., see Liu, X., TSG Nov. 2020 5431-5441 Hou, Y., see Liang  ...  Sept. 2020 4331-4344 Wang, J., see Zhang, Y., TSG Sept. 2020 4321-4330 Wang, M., see Li, J., TSG Nov. 2020 4760-4772 Wang, M., see Dong, C., TSG Nov. 2020 5084-5098 Wang, M., see Chang, F., Learning  ...  ., +, TSG Sept. 2020 4005-4016 Coordination of Electric Vehicle Charging Through Multiagent Reinforcement Learning.  ... 
doi:10.1109/tsg.2020.3044227 fatcat:qp5iogfnrnambc3qzuwvj4aega

2021 Index IEEE Transactions on Cybernetics Vol. 51

2021 IEEE Transactions on Cybernetics  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  ., +, TCYB June 2021 3103-3114 Deep-Learning-Based Probabilistic Forecasting of Electric Vehicle Charging Load With a Novel Queuing Model.  ...  Baranitha, R., +, TCYB Jan. 2021 247-257 Load forecasting Deep-Learning-Based Probabilistic Forecasting of Electric Vehicle Charging Load With a Novel Queuing Model.  ... 
doi:10.1109/tcyb.2021.3139447 fatcat:myjx3olwvfcfpgnwvbuujwzyoi
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