Model-augmented safe reinforcement learning for Volt-VAR control in power distribution networks
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Model-augmented safe reinforcement learning for Volt-VAR control in power distribution networks
Authors
Keywords
Volt-VAR control, Data-driven, Deep reinforcement learning, Pathwise derivative, Safe exploration
Journal
APPLIED ENERGY
Volume 313, Issue -, Pages 118762
Publisher
Elsevier BV
Online
2022-03-11
DOI
10.1016/j.apenergy.2022.118762
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks
- (2021) Yuanqi Gao et al. IEEE Transactions on Smart Grid
- Model-free voltage control of active distribution system with PVs using surrogate model-based deep reinforcement learning
- (2021) Di Cao et al. APPLIED ENERGY
- Double-layer stochastic model predictive voltage control in active distribution networks with high penetration of renewables
- (2021) Zhengfa Zhang et al. APPLIED ENERGY
- Real-Time Optimal Power Flow: A Lagrangian Based Deep Reinforcement Learning Approach
- (2020) Ziming Yan et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Deep Reinforcement Learning Based Volt-VAR Optimization in Smart Distribution Systems
- (2020) Ying Zhang et al. IEEE Transactions on Smart Grid
- Bi-Level Volt-VAR Optimization to Coordinate Smart Inverters With Voltage Control Devices
- (2019) Rahul Ranjan Jha et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Review of Challenges and Research Opportunities for Voltage Control in Smart Grids
- (2019) Hongbin Sun et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Two-Timescale Multi-Objective Coordinated Volt/Var Optimization for Active Distribution Networks
- (2019) Dan Jin et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Hierarchical Hybrid Architecture for Volt/Var Control of Power Distribution Grids
- (2019) Ahmad Reza Malekpour et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Optimal Tap Setting of Voltage Regulation Transformers Using Batch Reinforcement Learning
- (2019) Hanchen Xu et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems
- (2019) Wei Wang et al. IEEE Transactions on Smart Grid
- A Two-Stage Chance Constrained Volt/Var Control Scheme for Active Distribution Networks with Nodal Power Uncertainties
- (2018) Firdous Ul Nazir et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Model-Free Volt-Var Control Based on Measurement Data Analytics
- (2018) Pooya Bagheri et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Distributed CVR in Unbalanced Distribution Systems With PV Penetration
- (2018) Qianzhi Zhang et al. IEEE Transactions on Smart Grid
- Multi-Timescale Coordinated Voltage/Var Control of High Renewable-Penetrated Distribution Systems
- (2017) Yan Xu et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Robust reactive power optimisation and voltage control method for active distribution networks via dual time-scale coordination
- (2017) Weiye Zheng et al. IET Generation Transmission & Distribution
- HPC-Based Intelligent Volt/VAr Control of Unbalanced Distribution Smart Grid in the Presence of Noise
- (2017) Adnan Anwar et al. IEEE Transactions on Smart Grid
- Three-Stage Robust Inverter-Based Voltage/Var Control for Distribution Networks with High-Level PV
- (2017) Cuo Zhang et al. IEEE Transactions on Smart Grid
- Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning
- (2017) Frederik Ruelens et al. IEEE Transactions on Smart Grid
- Sensitivity-Based Discrete Coordinate-Descent for Volt/VAr Control in Distribution Networks
- (2016) Rabih A. Jabr et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Optimal Tap Setting of Voltage Regulation Transformers in Unbalanced Distribution Systems
- (2016) Brett A. Robbins et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Robust voltage regulation in unbalanced radial distribution system under uncertainty of distributed generation and loads
- (2015) Novalio Daratha et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- A Framework for Volt-VAR Optimization in Distribution Systems
- (2015) Hamed Ahmadi et al. IEEE Transactions on Smart Grid
- MPC-Based Voltage/Var Optimization for Distribution Circuits With Distributed Generators and Exponential Load Models
- (2014) Zhaoyu Wang et al. IEEE Transactions on Smart Grid
- Voltage regulation in active networks by distributed and cooperative meta-heuristic optimizers
- (2013) Alfredo Vaccaro et al. ELECTRIC POWER SYSTEMS RESEARCH
- Using mixed integer programming for the volt/var optimization in distribution feeders
- (2013) Alberto Borghetti ELECTRIC POWER SYSTEMS RESEARCH
- A Novel Cooperative Protocol for Distributed Voltage Control in Active Distribution Systems
- (2012) Hany E. Z. Farag et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Multiagent-Based Reinforcement Learning for Optimal Reactive Power Dispatch
- (2012) Yinliang Xu et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
- Optimal Distribution Voltage Control and Coordination With Distributed Generation
- (2008) T. Senjyu et al. IEEE TRANSACTIONS ON POWER DELIVERY
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now