Deep Reinforcement Learning-Based Adaptive Voltage Control of Active Distribution Networks with Multi-terminal Soft Open Point

Two-Stage Volt/Var Control in Active Distribution Networks With Multi-Agent Deep Reinforcement Learning Method

(2021) Xianzhuo Sun et al.   IEEE Transactions on Smart Grid

A Customized Voltage Control Strategy for Electric Vehicles in Distribution Networks With Reinforcement Learning Method

(2021) Xianzhuo Sun et al.   IEEE Transactions on Industrial Informatics

Data-Driven Adaptive Operation of Soft Open Points in Active Distribution Networks

(2021) Yanda Huo et al.   IEEE Transactions on Industrial Informatics

DDPG-Based Multi-Agent Framework for SVC Tuning in Urban Power Grid With Renewable Energy Resources

(2021) Xi Zhang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Robust Regional Coordination of Inverter-Based Volt/Var Control via Multi-Agent Deep Reinforcement Learning

(2021) Hangyue Liu et al.   IEEE Transactions on Smart Grid

A Multi-Agent Deep Reinforcement Learning Based Voltage Regulation Using Coordinated PV Inverters

(2020) Di Cao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Reducing wind power curtailment by risk-based transmission expansion planning

(2020) Dundun Liu et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Optimized Two-Time Scale Robust Dispatching Method for the Multi-Terminal Soft Open Point in Unbalanced Active Distribution Networks

(2020) Fengzhou Sun et al.   IEEE Transactions on Sustainable Energy

Combined decentralized and local voltage control strategy of soft open points in active distribution networks

(2019) Peng Li et al.   APPLIED ENERGY

Coordination of generation, transmission and reactive power sources expansion planning with high penetration of wind power

(2019) Heng Zhang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Deep-Reinforcement-Learning-Based Autonomous Voltage Control for Power Grid Operations

(2019) Jiajun Duan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A general coordinated voltage regulation method in distribution networks with soft open points

(2019) Yu Zheng et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Flexible AC Power Flow Control in Distribution Systems by Coordinated Control of Distributed Solar-PV and Battery Energy Storage Units

(2019) Dothinka Ranamuka et al.   IEEE Transactions on Sustainable Energy

Microgrids energy management systems: A critical review on methods, solutions, and prospects

(2018) Muhammad Fahad Zia et al.   APPLIED ENERGY

A real-time optimal coordination scheme for the voltage regulation of a distribution network including an OLTC, capacitor banks, and multiple distributed energy resources

(2018) Khawaja Khalid Mehmood et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Robust Operation of Soft Open Points in Active Distribution Networks with High Penetration of Photovoltaic Integration

(2018) Haoran Ji et al.   IEEE Transactions on Sustainable Energy

Model-Free Volt-Var Control Based on Measurement Data Analytics

(2018) Pooya Bagheri et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

Coordinated Control Method of Voltage and Reactive Power for Active Distribution Networks Based on Soft Open Point

(2017) Peng Li et al.   IEEE Transactions on Sustainable Energy

Benefits analysis of Soft Open Points for electrical distribution network operation

(2016) Wanyu Cao et al.   APPLIED ENERGY

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Neuronal Reward and Decision Signals: From Theories to Data

(2015) Wolfram Schultz   PHYSIOLOGICAL REVIEWS

Data-Driven Control for Interlinked AC/DC Microgrids Via Model-Free Adaptive Control and Dual-Droop Control

(2015) Huaguang Zhang et al.   IEEE Transactions on Smart Grid

Benefits of Distribution-Level Power Electronics for Supporting Distributed Generation Growth

(2013) Jeffrey M. Bloemink et al.   IEEE TRANSACTIONS ON POWER DELIVERY