A Directed Acyclic Graph Network Combined With CNN and LSTM for Remaining Useful Life Prediction

Jialin Li, Xueyi Li, David He

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningLife PredictionNetwork Analysis +21

An integrated systemic method for supply reliability assessment of natural gas pipeline networks

Huai Su, Jinjun Zhang, Enrico Zio, +3

Applied Energy

ReliabilityReliability EngineeringIntegrated Systemic MethodEngineeringReliability Modelling +12

Semi-supervised gear fault diagnosis using raw vibration signal based on deep learning

Xueyi Li, Jialin Li, Yongzhi Qu, +1

Chinese Journal of Aeronautics

Gear pitting fault diagnosis with mixed operating conditions based on adaptive 1D separable convolution with residual connection

Xueyi Li, Jialin Li, Chengying Zhao, +2

Mechanical Systems and Signal Processing

Fault DiagnosisCondition MonitoringEngineeringSeparable ConvolutionStructural Health Monitoring +3

Group-Wise Learning for Weakly Supervised Semantic Segmentation

Tianfei Zhou, Liulei Li, Xueyi Li, +3

IEEE Transactions on Image Processing

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningImage Analysis +15

Gear Pitting Fault Diagnosis Using Integrated CNN and GRU Network with Both Vibration and Acoustic Emission Signals

Xueyi Li, Jialin Li, Yongzhi Qu, +1

Applied Sciences

Fault DiagnosisCondition MonitoringDeep Neural NetworksEngineeringMachine Learning +13

A systematic framework of vulnerability analysis of a natural gas pipeline network

Huai Su, Enrico Zio, Jinjun Zhang, +1

Reliability Engineering & System Safety

EngineeringSystematic FrameworkCivil EngineeringRisk ManagementInfrastructure Security +3

A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency

Huai Su, Enrico Zio, Jinjun Zhang, +4

Computers & Chemical Engineering

EngineeringIndustrial EngineeringEnergy ManagementIntelligent OptimizationOperation Efficiency +7

Effects of hydrogen direct-injection angle and charge concentration on gasoline-hydrogen blending lean combustion in a Wankel engine

Cheng Shi, Changwei Ji, Shuofeng Wang, +3

Energy Conversion and Management

EngineeringCombustion ScienceLean CombustionCombustion EngineeringWankel Engine +5

Attention Recurrent Autoencoder Hybrid Model for Early Fault Diagnosis of Rotating Machinery

Xiangwei Kong, Xueyi Li, Qingzhao Zhou, +2

IEEE Transactions on Instrumentation and Measurement

Fault DiagnosisCondition MonitoringEngineeringMachine LearningPattern Recognition +10