Flexible expansion planning of distribution system integrating multiple renewable energy sources: An approximate dynamic programming approach

Qirun Sun, Zhi Wu, Wei Gu, +3

Energy

Distributed Energy SystemEngineeringSmart GridEnergy ManagementPower System Optimization +6

Resilience-Oriented Multistage Scheduling for Power Grids Considering Nonanticipativity Under Tropical Cyclones

Haifeng Qiu, Wei Gu, Wanxing Sheng, +3

IEEE Transactions on Power Systems

Mathematical ProgrammingTropical CyclonesEngineeringPower Grid OperationGrid Optimization +18

Resilience enhancement strategy for multi-energy systems considering multi-stage recovery process and multi-energy coordination

Qirun Sun, Zhi Wu, Zhoujun Ma, +4

Energy

Distributed Energy SystemEngineeringSmart GridEnergy EfficiencyEnergy Management +10

Multi-stage Co-planning Model for Power Distribution System and Hydrogen Energy System Under Uncertainties

Qirun Sun, Zhi Wu, Wei Gu, +5

Journal of Modern Power Systems and Clean Energy

Distributed Energy SystemEngineeringSmart GridEnergy ManagementMulti-stage Co-planning Model +12

Application and progress of artificial intelligence technology in the field of distribution network voltage Control：A review

Xiao Zhang, Zhi Wu, Qirun Sun, +3

Renewable and Sustainable Energy Reviews

Electrical EngineeringEngineeringSmart GridSmart Distribution NetworkArtificial Intelligence Technology +4

Tri-Level Multi-Energy System Planning Method for Zero Energy Buildings Considering Long- and Short-Term Uncertainties

Qirun Sun, Zhi Wu, Wei Gu, +4

IEEE Transactions on Sustainable Energy

Resilience Assessment for Integrated Energy System Considering Gas-Thermal Inertia and System Interdependency

Qirun Sun, Zhi Wu, Wei Gu, +5

IEEE Transactions on Smart Grid

EngineeringEnergy EfficiencyIntegrated Energy SystemsMulti-energy SystemSystem Interdependency +21

Multistage Scheduling of Regional Power Grids Against Sequential Outage and Power Uncertainties

Haifeng Qiu, Lu Wang, Wei Gu, +4

IEEE Transactions on Smart Grid

Mathematical ProgrammingEngineeringPower Grid OperationOptimal System DesignOperations Research +15

AC/DC Hybrid Distribution System Expansion Planning Under Long-Term Uncertainty Considering Flexible Investment

Zhi Wu, Qirun Sun, Wei Gu, +3

IEEE Access

Mathematical ProgrammingLoad DemandEngineeringEnergy DistributionOperations Research +18

Multi-timescale voltage control for distribution system based on multi-agent deep reinforcement learning

Zhi Wu, Yiqi Li, Wei Gu, +6

International Journal of Electrical Power & Energy Systems

Electrical EngineeringEngineeringSmart GridSmart Distribution NetworkSystems Engineering +4