Xiaoyong Zeng

A hybrid modelling method for time series forecasting based on a linear regression model and deep learning

Wenquan Xu, Hui Peng, Xiaoyong Zeng et al. · Applied Intelligence · 2019 · 111 citations

Computing, Data Science, Forecasting +16

Deep belief network-based AR model for nonlinear time series forecasting

Wenquan Xu, Hui Peng, Xiaoyong Zeng et al. · Applied Soft Computing · 2019 · 63 citations

Computing, Computer Science, Mathematics +14

RBF-ARX model-based MPC strategies with application to a water tank system

Feng Zhou, Hui Peng, Yemei Qin et al. · Journal of Process Control · 2015 · 48 citations

Engineering, Systems Engineering, Process Control +9

A Regularized SNPOM for Stable Parameter Estimation of RBF-AR(X) Model

Xiaoyong Zeng, Hui Peng, Feng Zhou · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 47 citations

Engineering, Systems Engineering, Forecasting +15

A framework for joint SOC and SOH estimation of lithium-ion battery: Eliminating the dependency on initial states

Xiaoyong Zeng, Yaoke Sun, Xiangyang Xia et al. · Applied Energy · 2024 · 46 citations

Engineering, Systems Engineering, Electrochemical Engineering +15