Fully Decentralized Reinforcement Learning-Based Control of Photovoltaics in Distribution Grids for Joint Provision of Real and Reactive Power
暂无分享,去创建一个
[1] Santiago Grijalva,et al. Improving distribution network PV hosting capacity via smart inverter reactive power support , 2015, 2015 IEEE Power & Energy Society General Meeting.
[2] Hanchen Xu,et al. Optimal Tap Setting of Voltage Regulation Transformers Using Batch Reinforcement Learning , 2018, IEEE Transactions on Power Systems.
[3] Wei Zhang,et al. Multiagent-Based Reinforcement Learning for Optimal Reactive Power Dispatch , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).
[4] Steven H. Low,et al. Optimal inverter VAR control in distribution systems with high PV penetration , 2011, 2012 IEEE Power and Energy Society General Meeting.
[5] Sergey Levine,et al. Trust Region Policy Optimization , 2015, ICML.
[6] Kaveh Dehghanpour,et al. A Time-Series Distribution Test System Based on Real Utility Data , 2019, 2019 North American Power Symposium (NAPS).
[7] Wei Wang,et al. Volt-VAR Control in Power Distribution Systems with Deep Reinforcement Learning , 2019, 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm).
[8] Alec Radford,et al. Proximal Policy Optimization Algorithms , 2017, ArXiv.
[9] Carlo Fischione,et al. Voltage Control Using Limited Communication , 2019, IEEE Transactions on Control of Network Systems.
[10] Hao Jan Liu,et al. Fast Local Voltage Control Under Limited Reactive Power: Optimality and Stability Analysis , 2015, IEEE Transactions on Power Systems.
[11] Eilyan Bitar,et al. Real-time Voltage Regulation in Distribution Systems via Decentralized PV Inverter Control , 2018, HICSS.
[12] Yi Wu,et al. Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments , 2017, NIPS.
[13] Luca Antiga,et al. Automatic differentiation in PyTorch , 2017 .
[14] Gang Wang,et al. Stochastic Reactive Power Management in Microgrids With Renewables , 2014, IEEE Transactions on Power Systems.
[15] Albert Y. S. Lam,et al. An Optimal and Distributed Method for Voltage Regulation in Power Distribution Systems , 2012, IEEE Transactions on Power Systems.
[16] Dileep Kalathil,et al. Communication-free Voltage Regulation in Distribution Networks with Deep PV Penetration , 2020, HICSS.
[17] Na Li,et al. Optimal Distributed Feedback Voltage Control Under Limited Reactive Power , 2018, IEEE Transactions on Power Systems.
[18] Ratnesh Sharma,et al. Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation , 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).
[19] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[20] Mohammad A. S. Masoum,et al. Optimal PV Inverter Reactive Power Control and Real Power Curtailment to Improve Performance of Unbalanced Four-Wire LV Distribution Networks , 2014, IEEE Transactions on Sustainable Energy.
[21] M.R. Iravani,et al. Power Management Strategies for a Microgrid With Multiple Distributed Generation Units , 2006, IEEE Transactions on Power Systems.
[22] Wei Wang,et al. Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems , 2020, IEEE Transactions on Smart Grid.