Ming‐Qing Zhang

A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry

Yan‐Lin He, Pingjiang Wang, Ming‐Qing Zhang et al. · Energy · 2018 · 72 citations

Computing, Computational Engineering, Mechanical Engineering +17

A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction

Yuan Xu, Ming‐Qing Zhang, Liangliang Ye et al. · Energy · 2018 · 31 citations

Computing, Computational Engineering, Machine Learning +16

Modified canonical variate analysis based on dynamic kernel decomposition for dynamic nonlinear process quality monitoring

Ming‐Qing Zhang · ISA Transactions · 2020 · 25 citations

Management, Chemical Engineering, Process Dynamics +15

An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application

Yuan Xu, Ming‐Qing Zhang, Qunxiong Zhu et al. · Chemometrics and Intelligent Laboratory Systems · 2017 · 20 citations

Computing, Computational Engineering, Computer Engineering +11

Decentralized dynamic monitoring based on multi-block reorganized subspace integrated with Bayesian inference for plant-wide process

Ming‐Qing Zhang, Xue Jiang, Yuan Xu · Chemometrics and Intelligent Laboratory Systems · 2019 · 10 citations

Engineering, Systems Engineering, Process Control +13