A Light Gradient Boosting Machine for Remainning Useful Life Estimation of Aircraft Engines. - Fei Li; Li Zhang 058; Bin Chen 017; Dianzhu Gao; Yijun Cheng; Xiaoyong Zhang 001; Yingze Yang; Kai Gao 010; Zhiwu Huang; Jun Peng 001 (ITSC, 2018)

A Remaining Useful Life Prediction Model Based on Hybrid Long-Short Sequences for Engines. - Shengnan Wang; Xiaoyong Zhang 001; Dianzhu Gao; Bin Chen 017; Yijun Cheng; Yingze Yang; Wentao Yu; Zhiwu Huang; Jun Peng 001 (ITSC, 2018)

A Data-driven Approach for Remaining Useful Life Prediction of Aircraft Engines. - Caifeng Zheng; Weirong Liu 001; Bin Chen 017; Dianzhu Gao; Yijun Cheng; Yingze Yang; Xiaoyong Zhang 001; Shuo Li 006; Zhiwu Huang; Jun Peng 001 (ITSC, 2018)

A Data-Based Approach for Sensor Fault Detection and Diagnosis of Electro-Pneumatic Brake. - Yunyou Lu; Xiaoping Fan; Dianzhu Gao; Yijun Cheng; Yingze Yang; Xiaoyong Zhang 001; Shuo Li 006; Jun Peng 001 (ICPHM, 2019)

A parameter adaptive data-driven approach for remaining useful life prediction of solenoid valves. - Xuanheng Tang; Jun Peng 001; Bin Chen 017; Fu Jiang; Yingze Yang; Rui Zhang 041; Dianzhu Gao; Xiaoyong Zhang 001; Zhiwu Huang (ICPHM, 2019)

Remaining Useful Life Estimation Using CNN-XGB With Extended Time Window. - Xiaoyong Zhang 001; Pengcheng Xiao; Yingze Yang; Yijun Cheng; Bin Chen 017; Dianzhu Gao; Weirong Liu 001; Zhiwu Huang (IEEE Access, 2019)

Health Status Assessment for Equalizing Reservoir Control System based on HIs and BP Network. - Dianzhu Gao; Jun Peng 001; Shengnan Wang; Yijun Cheng; Yingze Yang; Yun Cheng; Yao Lu; Xiaoyong Zhang 001 (HPCC/DSS/SmartCity, 2020)

Foreign Objects Intrusion Detection Using Millimeter Wave Radar on Railway Crossings. - Huiling Cai; Fei Li; Dianzhu Gao; Yingze Yang; Shuo Li 006; Kai Gao 010; Aina Qin; Chao Hu; Zhiwu Huang (SMC, 2020)

Logistics Distribution Path Planning Based on Fireworks Differential Algorithm. - Dan Chen; Xiaoyong Zhang 001; Dianzhu Gao; Kai Gao 010; Mengfei Wen; Zhiwu Huang (SMC, 2020)

A Novel Multi-agent Cooperative Reinforcement Learning Method for Home Energy Management under a Peak Power-limiting. - Fu Jiang; Chuyu Zheng; Dianzhu Gao; Xiaoyong Zhang 001; Weirong Liu 001; Yijun Cheng; Chao Hu; Jun Peng 001 (SMC, 2020)

A Hybrid Data-Fusion Estimate Method for Health Status of Train Braking System. - Hang Liu; Jun Peng 001; Dianzhu Gao; Yingze Yang; Shengnan Wang; Yunsheng Fan; Chao Hu; Xiaoyong Zhang 001 (SMC, 2020)

A Hierarchical State of Charge Estimation Method for Lithium-ion Batteries via XGBoost and Kalman Filter. - Shiyu Song; Xiaoyong Zhang 001; Dianzhu Gao; Fu Jiang; Yue Wu; Jiahao Huang; Yadong Gong; Bowen Liu; Zhiwu Huang (SMC, 2020)

An Optimal Stacking Ensemble for Remaining Useful Life Estimation of Systems Under Multi-Operating Conditions. - Fei Li; Li Zhang 058; Bin Chen 017; Dianzhu Gao; Yijun Cheng; Xiaoyong Zhang 001; Yingze Yang; Kai Gao 010; Zhiwu Huang (IEEE Access, 2020)

An Accurate and Interpretable Lifetime Prediction Method for Batteries using Extreme Gradient Boosting Tree and TreeExplainer. - Fu Jiang; Youzhi He; Dianzhu Gao; Yun Zhou; Weirong Liu 001; Lisen Yan; Jun Peng 001 (HPCC/DSS/SmartCity/DependSys, 2021)

A Digital Twin Model for the Battery Management Systems of Electric Vehicles. - Heng Li 005; Muaaz Bin Kaleem; I-Ju Chiu; Dianzhu Gao; Jun Peng 001 (HPCC/DSS/SmartCity/DependSys, 2021)

Supercapacitor Digital Twin Management System Based on Cloud Environment. - Yingze Yang; Qinxian Zhao; Dianzhu Gao; Jieqi Rong; Yunsheng Fan; Heng Li 005; Jun Peng 001 (HPCC/DSS/SmartCity/DependSys, 2021)

An Optimal Pulse Heating Strategy for Lithium-ion Battery Considering both Capacity Fade and Heating Time. - Honglang Jiang; Zhiwu Huang; Yongjie Liu; Dianzhu Gao; Zhiwei Gao; Heng Li 005; Weirong Liu 001; Jun Peng 001 (SMC, 2021)

Optimal Charging of Supercapacitors with Limited Charging Time. - Heng Li 005; Lu Bai; Dianzhu Gao; Jun Peng 001; Zhiwu Huang (SMC, 2021)

Sensor Fault Diagnosis of Locomotive Electro-Pneumatic Brake Using an Adaptive Unscented Kalman Filter. - Dianzhu Gao; Jun Peng 001; Yunyou Lu; Rui Zhang 041; Yingze Yang; Zhiwu Huang (J. Sensors, 2021)

A Digital Twin-Driven Hybrid Estimate Method for Health Status of Train Braking System. - Jun Peng 001; Qin Zhao; Dianzhu Gao; Yingze Yang; Feng Zhou 002; Jieqi Rong; Yunsheng Fan; Bowen Liu; Fu Jiang; Xiaoyong Zhang 001 (CSCWD, 2022)

Predictive Set Point Modulation Control for Onboard Supercapacitors of Catenary-Free Trams. - Heng Li 005; Yu Zhang; Dianzhu Gao; Xiaokang Dai; Zhiwu Huang; Jun Peng 001 (IAS, 2022)