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Zhongtuo Shi

Huazhong University of Science and Technology

H指数:11

被引数:894

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A Hybrid Deep Learning Framework With Local-Global Feature Extraction for Intelligent Power System Stability Assessment

一种基于局部-全局特征提取的混合深度学习框架，用于智能电力系统稳定性评估

IEEE Transactions on Power Systems

IF7.2

2025-05-280

PRE

Intelligent Power System Stability Assessment and Dominant Instability Mode Identification Using Integrated Active Deep Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-07-017

PRE

Two-stage weakly supervised learning to mitigate label noise for intelligent identification of power system dominant instability mode

IF11

2024-04-010

PRE

Three-stage dynamic equivalent modeling approach for wind farm using accurate crowbar status identification and voltage differences among wind turbines

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2024-03-012

PRE

Towards Multi-Scenario Power System Stability Analysis: An Unsupervised Transfer Learning Method Combining DGAT and Data Augmentation

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2023-11-0111

PRE

Encoding Time Series as Images: A Robust and Transferable Framework for Power System DIM Identification Combining Rules and VGGNet

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2023-11-019

PRE

Bidirectional Active Transfer Learning for Adaptive Power System Stability Assessment and Dominant Instability Mode Identification

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2023-11-0114

PRE

Intelligent and rapid event-based load shedding pre-determination for large-scale power systems: Knowledge-enhanced parallel branching dueling Q-network approach

IF11

2023-10-013

PRE

Vector-variable based modeling method for large-scale wind farm considering collector system dynamics

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2023-07-013

PRE

Knowledge-enhanced deep reinforcement learning for intelligent event-based load shedding

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2023-06-017

PRE

Adaptive Dual Droop Control of MTDC Integrated Offshore Wind Farms for Fast Frequency Support

快速频率支持的MTDC集成海上风电场自适应双下垂控制

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2023-05-0119

PRE

Commutation Failure Analysis and Prevention of UHVDC System With Hierarchical Connection Considering Voltage Harmonics

IEEE TRANSACTIONS ON POWER DELIVERY

IF3.7

2022-08-0118

PRE

A graph attention networks-based model to distinguish the transient rotor angle instability and short-term voltage instability in power systems

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2022-05-0131

PRE

Artificial intelligence techniques for stability analysis and control in smart grids: Methodologies, applications, challenges and future directions

智能电网稳定性分析与控制的人工智能技术: 方法、应用、挑战与未来方向

IF11

2020-11-01143

PREAI

Convolutional neural network-based power system transient stability assessment and instability mode prediction

IF11

2020-04-01144

PREAI