Auteur Chenkun Qi
Documents disponibles écrits par cet auteur (5)
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Article : texte imprimé
Chenkun Qi, Auteur ; Han-Xiong Li, Auteur ; Xianchao Zhao, Auteur |Hammerstein modeling with structure identification for multi-input multi-output (MIMO) nonlinear industrial processes is investigated in this study. The structure identification of the Hammerstein model is very challenging because the model term[...]
Article : texte imprimé
Han-Xiong Li, Auteur ; Chenkun Qi, Auteur |In this article, an incremental modeling approach is proposed to model nonlinear distributed parameter systems, with the help of the newly constructed spatiotemporal Volterra kernels. The complex spatiotemporal process is first decomposed into a[...]
Article : texte imprimé
Chenkun Qi, Auteur ; Han-Xiong Li, Auteur |The spatio-temporal modeling problem from the input and output measurements for distributed parameter processes under unknown circumstances is investigated. The traditional Wiener modeling is extended to nonlinear distributed parameter systems w[...]
Article : texte imprimé
Chenkun Qi, Auteur ; Han-Xiong, Li, Auteur ; Shaoyuan Li, Auteur |Many industrial processes are nonlinear distributed parameter systems (DPS) that have significant spatiotemporal dynamics. Due to different production and working conditions, they often need to work at a large operating range with multiple worki[...]
Article : texte imprimé
Probabilistic PCA - based spatiotemporal multimodeling for nonlinear distributed parameter processes
Chenkun Qi, Auteur ; Han-Xiong, Li, Auteur |Many industrial processes are nonlinear distributed parameter systems (DPSs). Data-based spatiotemporal modeling is required for analysis and control when the first-principles model is unknown. Because a DPS is infinite-dimensional and time–spac[...]
