Auteur Furong Gao
Documents disponibles écrits par cet auteur (13)
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Article : texte imprimé
Yuan Yao, Auteur ; Chunhui Zhao, Auteur ; Furong Gao, Auteur |Online steady state identification (SSID) is an important task to ensure the quality consistence of final products in batch processes. Additionally, it is also critical for satisfactory control of many batch processes. The existing approach for [...]
Article : texte imprimé
Yuan Yao, Auteur ; Chunhui Zhao, Auteur ; Furong Gao, Auteur |Online steady state identification (SSID) is an important task to ensure the quality consistence of final products in batch processes. Additionally, it is also critical for satisfactory control of many batch processes. The existing approach for [...]
Article : texte imprimé
Chunhui Zhao, Auteur ; Fuli Wang, Auteur ; Furong Gao, Auteur |Under the influence of various exterior factors, batch processes commonly involve normal slow variations over batches, in which the changing underlying behaviors make their modeling and monitoring a greater challenge. Having realized the problem[...]
Article : texte imprimé
Junde Lu, Auteur ; Yuan Yao, Auteur ; Furong Gao, Auteur |Data-based process models are usually developed by fitting input−output data collected on a particular process. The model built on one particular process becomes invalid with another similar process. Traditional data-based modeling methods have [...]
Article : texte imprimé
Junde Lu, Auteur ; Furong Gao, Auteur |In the processing industries, operating conditions change to meet the requirements of the market and customers. Under different operating conditions, data-based process modeling must be repeated for the development of a new process model. Obviou[...]
Article : texte imprimé
Chunhui Zhao, Auteur ; Furong Gao, Auteur |In this article, an improved spectral calibration and statistical analysis approach is proposed. Having realized the multiplicity of underlying spectral characteristics and their different effects on the quality of interpretation and prediction,[...]
Article : texte imprimé
Chunhui Zhao, Auteur ; Youxian Sun, Auteur ; Furong Gao, Auteur |Time-varying fault characteristics have not yet been addressed by conventional fault-reconstruction-based modeling methods, which could affect fault diagnosis performance. In the present work, the multiple-time-region (MTR) nature, that is, the [...]
Article : texte imprimé
Chunhui Zhao, Auteur ; Furong Gao, Auteur ; Fuli Wang, Auteur |In this article, the statistical modeling and online monitoring of nonlinear batch processes are addressed on the basis of the kernel technique. First, the article analyzes the conventional multiway kernel algorithms, which were just simple and [...]
Article : texte imprimé
Chunhui Zhao, Auteur ; Furong Gao, Auteur ; Fuli Wang, Auteur |Spectroscopy is a useful tool for analyzing chemical information in batch processes. However, conventional spectroscopic techniques can lead to complex model structures and difficult-to-interpret results because of the direct use of redundant wa[...]
Article : texte imprimé
Chunhui Zhao, Auteur ; Furong Gao, Auteur ; Youxian Sun, Auteur |In the present work, a monitoring strategy based on between-set regression analysis is developed for the online monitoring of processes with multiple "modes". The definition of modes here differs from the conventional ones in that, the modes her[...]
Article : texte imprimé
Yuan Yao, Auteur ; Furong Gao, Auteur |Two-dimensional (2D) dynamics widely exist in batch processes, which inspirit research efforts to develop corresponding monitoring schemes. Recently, two-dimensional dynamic principal component analysis (2D-DPCA) has been proposed to model and m[...]
Article : texte imprimé
Zhiqiang Ge, Auteur ; Zhihuan Song, Auteur ; Furong Gao, Auteur |This paper develops a modeling approach to address the end-of-batch product quality prediction problem for batch processes with limited batch-cycle data. Generally, those batch processes that have multiple phases are the focus of the present pap[...]
Article : texte imprimé
Yuan Yao, Auteur ; Yinghu Diao, Auteur ; Ningyun Lu, Auteur ; Junde Lu, Auteur ; Furong Gao, Auteur |Dynamics are inherent characteristics of batch processes. In some cases, such dynamics exist not only within a particular batch, but also from batch to batch. In previous work, two-dimensional dynamic principal component analysis (2-D-DPCA) has [...]
