Hierarchical Deep Learning Machine for Power System Online Transient Stability Prediction

Lipeng Zhu, David J. Hill, Chao Lü

IEEE Transactions on Power Systems

Fault DiagnosisConvolutional Neural NetworkEngineeringMachine LearningFault Forecasting +15

Imbalance Learning Machine-Based Power System Short-Term Voltage Stability Assessment

Lipeng Zhu, Chao Lü, Zhao Yang Dong, +1

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningFault ForecastingStabilityNordic Test System +16

Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance

Yang Li, Jiting Cao, Yan Xu, +2

Renewable and Sustainable Energy Reviews

Electrical EngineeringPower EngineeringMachine LearningSmart GridEngineering +8

Time Series Shapelet Classification Based Online Short-Term Voltage Stability Assessment

Lipeng Zhu, Chao Lü, Yuanzhang Sun

IEEE Transactions on Power Systems

EngineeringWavelet AnalysisStabilityReliability EngineeringData Mining +16

Data-driven short-term voltage stability assessment based on spatial-temporal graph convolutional network

Yonghong Luo, Chao Lü, Lipeng Zhu, +1

International Journal of Electrical Power & Energy Systems

Electrical EngineeringEngineeringSmart GridComputer EngineeringNetwork Analysis +7

Intelligent Short-Term Voltage Stability Assessment via Spatial Attention Rectified RNN Learning

Lipeng Zhu, David J. Hill, Chao Lü

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningRecurrent Neural NetworkSocial SciencesData Science +14

Discovering and Understanding the Security Hazards in the Interactions between IoT Devices, Mobile Apps, and Clouds on Smart Home Platforms

Wei Zhou, Yan Jia, Yao Yao, +5

arXiv (Cornell University)

Mobile SecurityEngineeringSmart CityInformation SecurityIot Security +15

Traveling-Salesman-Problem Algorithm Based on Simulated Annealing and Gene-Expression Programming

Aihua Zhou, Lipeng Zhu, Bin Hu, +4

Information

Gene Expression ProgrammingMemetic AlgorithmEngineeringGenetic AlgorithmsSimulated Annealing +9

A Central Limit Theorem-Based Method for DC and AC Power Flow Analysis Under Interval Uncertainty of Renewable Power Generation

Cong Zhang, Qian Liu, Bin Zhou, +4

IEEE Transactions on Sustainable Energy

Electrical EngineeringReliability EngineeringPower EngineeringEngineeringSmart Grid +13

Spatial–Temporal Feature Learning in Smart Grids: A Case Study on Short-Term Voltage Stability Assessment

Lipeng Zhu, Chao Lü, Innocent Kamwa, +1

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningPower Grid OperationVisualized Voltage ContoursData Science +15