Hybrid Partial Least Squares Models for Batch Processes: Integrating Data with Process Knowledge

被引：0
|
作者：
Ghosh, Debanjan [1 ]
Mhaskar, Prashant [1 ]
Macgregor, John F. [1 ,2 ]
机构：
[1] Department of Chemical Engineering, McMaster University, Hamilton,ON,L8S 4L7, Canada
[2] ProSensus Inc., Burlington,ON,L7L 5M4, Canada
来源：
Industrial and Engineering Chemistry Research | 2021年 / 60卷 / 26期
关键词：
723.2 Data Processing and Image Processing - 921.1 Algebra - 921.6 Numerical Methods;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
38
引用
收藏
页码：9508 / 9520
相关论文
共 50 条
  • [21] Sieve least squares estimator for partial linear models with current status data
    Wang, Songlin
    Zhang, Sanguo
    Xue, Hongqi
    JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2011, 24 (02) : 335 - 346
  • [22] Sieve least squares estimator for partial linear models with current status data
    Songlin Wang
    Sanguo Zhang
    Hongqi Xue
    Journal of Systems Science and Complexity, 2011, 24
  • [23] Partial observations, partial models and partial residuals in least squares refinement
    Rae, A. David
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2011, 67 : C599 - C600
  • [24] Transformed partial least squares for multivariate data
    Zhu, Li-Xing
    Zhu, Li-Ping
    Li, Xin
    STATISTICA SINICA, 2007, 17 (04) : 1657 - 1675
  • [25] Partial least squares for discrimination in fMRI data
    Andersen, Anders H.
    Rayens, William S.
    Liu, Yushu
    Smith, Charles D.
    MAGNETIC RESONANCE IMAGING, 2012, 20 (03) : 446 - 452
  • [26] Partial Least Squares Regression for Binary Data
    Vicente-Gonzalez, Laura
    Frutos-Bernal, Elisa
    Vicente-Villardon, Jose Luis
    MATHEMATICS, 2025, 13 (03)
  • [27] Kernel Partial Least Squares for Stationary Data
    Singer, Marco
    Krivobokova, Tatyana
    Munk, Axel
    JOURNAL OF MACHINE LEARNING RESEARCH, 2017, 18
  • [28] Partial least squares (PLS) based monitoring and control of batch digesters
    Kesavan, P
    Lee, JH
    Saucedo, V
    Krishnagopalan, GA
    JOURNAL OF PROCESS CONTROL, 2000, 10 (2-3) : 229 - 236
  • [29] Campaign-based modeling for degradation evolution in batch processes using a multiway partial least squares approach
    Wu, Ouyang
    Bouaswaig, Ala
    Imsland, Lars
    Schneider, Stefan Marco
    Roth, Matthias
    Leira, Fernando Moreno
    COMPUTERS & CHEMICAL ENGINEERING, 2019, 128 : 117 - 127
  • [30] Combining Kernel Partial Least-Squares Modeling and Iterative Learning Control for the Batch-to-Batch Optimization of Constrained Nonlinear Processes
    Zhang, Yingwei
    Fan, Yunpeng
    Zhang, Pengchao
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (16) : 7470 - 7477
12345