Deep reinforcement learning framework for resilience enhancement of distribution systems under extreme weather events

An effective stochastic framework for smart coordinated operation of wind park and energy storage unit

(2020) Mohamed A. Mohamed et al.   APPLIED ENERGY

Multi-agent energy management of smart islands using primal-dual method of multipliers

(2020) Mohamed A. Mohamed et al.   ENERGY

Robust MPC-based microgrid scheduling for resilience enhancement of distribution system

(2020) Sheng Cai et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Network reconfiguration and distributed energy resource scheduling for improved distribution system resilience

(2020) Qingxin Shi et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A reinforcement learning framework for optimal operation and maintenance of power grids

(2019) R. Rocchetta et al.   APPLIED ENERGY

Resilience-Oriented Design of Distribution Systems

(2019) Shanshan Ma et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Prediction of a typhoon track using a generative adversarial network and satellite images

(2019) Mario Rüttgers et al.   Scientific Reports

Resilient Disaster Recovery Logistics of Distribution Systems: Co-Optimize Service Restoration With Repair Crew and Mobile Power Source Dispatch

(2019) Shunbo Lei et al.   IEEE Transactions on Smart Grid

Enhancing Power Grid Resilience Through an IEC61850-Based EV-Assisted Load Restoration

(2019) Pouya Jamborsalamati et al.   IEEE Transactions on Industrial Informatics

Sequential topology recovery of complex power systems based on reinforcement learning

(2019) Jiajing Wu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Adaptive Power System Emergency Control Using Deep Reinforcement Learning

(2019) Qiuhua Huang et al.   IEEE Transactions on Smart Grid

Markov Decision Process-Based Resilience Enhancement for Distribution Systems: An Approximate Dynamic Programming Approach

(2019) Chong Wang et al.   IEEE Transactions on Smart Grid

A nowcasting model for the prediction of typhoon tracks based on a long short term memory neural network

(2018) Song Gao et al.   ACTA OCEANOLOGICA SINICA

Optimal Distribution System Operation for Enhancing Resilience Against Wildfires

(2018) Dimitris N. Trakas et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Robust Line Hardening Strategies for Improving the Resilience of Distribution Systems with Variable Renewable Resources

(2018) Xu Wang et al.   IEEE Transactions on Sustainable Energy

Coordinated Regional-District Operation of Integrated Energy Systems for Resilience Enhancement in Natural Disasters

(2018) Mingyu Yan et al.   IEEE Transactions on Smart Grid

Routing and Scheduling of Mobile Power Sources for Distribution System Resilience Enhancement

(2018) Shunbo Lei et al.   IEEE Transactions on Smart Grid

Resilience Enhancement With Sequentially Proactive Operation Strategies

(2017) Chong Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Optimal Allocation of PV Generation and Battery Storage for Enhanced Resilience

(2017) Bei Zhang et al.   IEEE Transactions on Smart Grid

Research on Resilience of Power Systems Under Natural Disasters—A Review

(2016) Yezhou Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

The Grid: Stronger, Bigger, Smarter?: Presenting a Conceptual Framework of Power System Resilience

(2015) Mathaios Panteli et al.   IEEE Power & Energy Magazine

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Evaluating system reliability and targeted hardening strategies of power distribution systems subjected to hurricanes

(2015) Abdullahi M. Salman et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY