CHMM for tool condition monitoring and remaining useful life prediction

Mei Wang, Jie Wang

The International Journal of Advanced Manufacturing Technology

Software MaintenanceEngineeringIndustrial EngineeringLife PredictionSoftware Engineering +14

A Multi-Input and Multi-Task Convolutional Neural Network for Fault Diagnosis Based on Bearing Vibration Signal

Yang Wang, Miaomiao Yang, Yong Li, +3

IEEE Sensors Journal

Fault DiagnosisCondition MonitoringBearing Vibration SignalMachine VisionMachine Learning +13

Toward Robust Fault Identification of Complex Industrial Processes Using Stacked Sparse-Denoising Autoencoder With Softmax Classifier

Jinping Liu, Longcheng Xu, Yongfang Xie, +6

IEEE Transactions on Cybernetics

Artificial IntelligenceFault DiagnosisSparse AeMachine LearningData Science +13

Transferring Pre-Trained Deep CNNs for Remote Scene Classification with General Features Learned from Linear PCA Network

Jie Wang, Chang Luo, Hanqiao Huang, +2

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis +18

TrackNet - A Deep Learning Based Fault Detection for Railway Track Inspection

Ashish James, Jie Wang, Xulei Yang, +6

2018 International Conference on Intelligent Rail Transportation (ICIRT)

Convolutional Neural NetworkEngineeringMachine LearningFeature DetectionEconomical Inspection +15

MWRSPCA: online fault monitoring based on moving window recursive sparse principal component analysis

Jinping Liu, Jie Wang, Xianfeng Liu, +2

Journal of Intelligent Manufacturing

Online Fault MonitoringReliability EngineeringEngineeringData ScienceData Mining +6

Adaptive guided salp swarm algorithm with velocity clamping mechanism for solving optimization problems

Zongshan Wang, Hongwei Ding, Jie Wang, +4

Journal of Computational Design and Engineering

Search OptimizationEngineeringAbssa AlgorithmOptimization ProblemsStructural Optimization +14

Advanced orthogonal opposition‐based learning‐driven dynamic salp swarm algorithm: Framework and case studies

Zongshan Wang, Hongwei Ding, Jingjing Yang, +4

IET Control Theory and Applications

Artificial IntelligenceSearch OptimizationLarge-scale Global OptimizationEngineeringAerospace Engineering +12

Cooperative particle swarm optimizer with depth first search strategy for global optimization of multimodal functions

Jie Wang, Yongfang Xie, Shiwen Xie, +1

Applied Intelligence

Large-scale Global OptimizationAerospace EngineeringFirefly AlgorithmIntelligent OptimizationHybrid Optimization Technique +2

Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction

Weizhong Zhang, Bin Na Hong, Wei Liu, +4

Rare & Special e-Zone (The Hong Kong University of Science and Technology)