Xiangguang Chen

Adaptive soft sensor modeling framework based on just-in-time learning and kernel partial least squares regression for nonlinear multiphase batch processes

Huaiping Jin, Xiangguang Chen, Jianwen Yang et al. · Computers & Chemical Engineering · 2014 · 100 citations

Nonlinear System Identification, Engineering, Machine Learning +10

Multi-model adaptive soft sensor modeling method using local learning and online support vector regression for nonlinear time-variant batch processes

Huaiping Jin, Xiangguang Chen, Jianwen Yang et al. · Chemical Engineering Science · 2015 · 79 citations

State Estimation, Nonlinear System Identification, Engineering +9

Probabilistic wind power forecasting using selective ensemble of finite mixture Gaussian process regression models

Huaiping Jin, Lixian Shi, Xiangguang Chen et al. · Renewable Energy · 2021 · 77 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +9

Numerical Analysis of Electromagnetically Induced Heating and Bioheat Transfer for Magnetic Fluid Hyperthermia

Lei Wu, Jingjing Cheng, Wenzhong Liu et al. · IEEE Transactions on Magnetics · 2015 · 69 citations

Numerical Analysis, Radiative Heat Transfer, Engineering +17

Adaptive Soft Sensor Development Based on Online Ensemble Gaussian Process Regression for Nonlinear Time-Varying Batch Processes

Huaiping Jin, Xiangguang Chen, Li Wang et al. · Industrial & Engineering Chemistry Research · 2015 · 66 citations

State Estimation, Engineering, Machine Learning +15