A Light Gradient Boosting Machine for Remainning Useful Life Estimation of Aircraft Engines

Fei Li, Li Zhang, Bin Chen, +7

EngineeringMachine LearningLife PredictionFault ForecastingIntelligent Systems +16

An intelligent supplier evaluation model based on data-driven support vector regression in global supply chain

Yijun Cheng, Jun Peng, Xin Gu, +5

Computers & Industrial Engineering

Supplier RelationshipData ScienceBusiness IntelligenceSupply NetworkPredictive Analytics +12

Remaining Useful Life Estimation Using CNN-XGB With Extended Time Window

Xiaoyong Zhang, Pengcheng Xiao, Yingze Yang, +5

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningLife PredictionDeterioration Modeling +15

A Data-driven Approach for Remaining Useful Life Prediction of Aircraft Engines

Caifeng Zheng, Weirong Liu, Bin Chen, +7

EngineeringMachine LearningLife PredictionFault ForecastingDeterioration Modeling +24

Adaptive Model Predictive Control for Cruise Control of High-Speed Trains with Time-Varying Parameters

Xiaokang Xu, Jun Peng, Rui Zhang, +5

Journal of Advanced Transportation

Adaptive Updating LawEngineeringAerospace EngineeringHigh-speed TrainsVehicle Control +11

A Data-Driven Method with Feature Enhancement and Adaptive Optimization for Lithium-Ion Battery Remaining Useful Life Prediction

Jun Peng, Zhiyong Zheng, Xiaoyong Zhang, +6

Energies

EngineeringMachine LearningLife PredictionFeature EnhancementData Science +19

An Optimal Stacking Ensemble for Remaining Useful Life Estimation of Systems Under Multi-Operating Conditions

Fei Li, Li Zhang, Bin Chen, +6

IEEE Access

EngineeringMachine LearningLife PredictionOptimal Stacking EnsembleFault Forecasting +22

Self-flooding behaviors on the fuel cell catalyst surface: an <i>in situ</i> mechanism investigation

Yingze Yang, Jingshan Qin, Kadi Hu, +6

Energy & Environmental Science

EngineeringChemistryCatalyst ActivationChemical EngineeringProton-exchange Membrane +15

Distributed Control for State-of-Energy Balancing of Supercapacitor Modules in Light Rail Vehicles

Chengzhang Lyu, Zhiwu Huang, Heng Li, +4

IEEE Transactions on Vehicular Technology

EngineeringVehicle ControlPower Electronics ConverterPower ElectronicsSystems Engineering +17

A Novel Method for Lithium-Ion Battery Remaining Useful Life Prediction Using Time Window and Gradient Boosting Decision Trees

Zhiyong Zheng, Jun Peng, Kunyuan Deng, +5

EngineeringMachine LearningLife PredictionRul PredictionsData Science +21