Kangkang Xu

Remaining Useful Life Prediction of Lithium-Ion Battery via a Sequence Decomposition and Deep Learning Integrated Approach

Zhang Chen, Liqun Chen, Wenjing Shen et al. · IEEE Transactions on Vehicular Technology · 2021 · 74 citations

Engineering, Machine Learning, Life Prediction +20

Kernel-Based Random Vector Functional-Link Network for Fast Learning of Spatiotemporal Dynamic Processes

Kangkang Xu, Han‐Xiong Li, Haidong Yang · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 60 citations

Engineering, Machine Learning, Rademacher Complexity +18

Local-Properties-Embedding-Based Nonlinear Spatiotemporal Modeling for Lithium-Ion Battery Thermal Process

Kangkang Xu, Han‐Xiong Li, Haidong Yang · IEEE Transactions on Industrial Electronics · 2018 · 55 citations

Reduced Order Modeling, Engineering, Modeling Method +17

ISOMAP-Based Spatiotemporal Modeling for Lithium-Ion Battery Thermal Process

Kangkang Xu, Han‐Xiong Li, Zhen Liu · IEEE Transactions on Industrial Informatics · 2017 · 54 citations

Engineering, Machine Learning, Modeling Method +17

A novel extreme learning Machine-based Hammerstein-Wiener model for complex nonlinear industrial processes

Kangkang Xu, Haidong Yang, Chengjiu Zhu · Neurocomputing · 2019 · 53 citations

Nonlinear System Identification, Engineering, Machine Learning +9