Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches
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15

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Published By Elsevier

9780128193655

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Case studies

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00014-0 ◽

2021 ◽

pp. 255-303 ◽

Author(s):

Fouzi Harrou ◽

Ying Sun ◽

Amanda S. Hering ◽

Muddu Madakyaru ◽

Abdelkader Dairi

Keyword(s):

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Index

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00016-4 ◽

2021 ◽

pp. 311-315

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Nonlinear latent variable regression methods

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00010-3 ◽

2021 ◽

pp. 119-154

Author(s):

Fouzi Harrou ◽

Ying Sun ◽

Amanda S. Hering ◽

Muddu Madakyaru ◽

Abdelkader Dairi

Keyword(s):

Latent Variable ◽

Regression Methods ◽

Latent Variable Regression

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Unsupervised deep learning-based process monitoring methods

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00012-7 ◽

2021 ◽

pp. 193-223 ◽

Author(s):

Fouzi Harrou ◽

Ying Sun ◽

Amanda S. Hering ◽

Muddu Madakyaru ◽

Abdelkader Dairi

Keyword(s):

Deep Learning ◽

Process Monitoring ◽

Monitoring Methods ◽

Unsupervised Deep Learning

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Multiscale latent variable regression-based process monitoring methods

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00011-5 ◽

2021 ◽

pp. 155-191

Author(s):

Fouzi Harrou ◽

Ying Sun ◽

Amanda S. Hering ◽

Muddu Madakyaru ◽

Abdelkader Dairi

Keyword(s):

Process Monitoring ◽

Latent Variable ◽

Monitoring Methods ◽

Latent Variable Regression

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Acknowledgments

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00006-1 ◽

2021 ◽

pp. xi-xii

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Front Matter

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00002-4 ◽

2021 ◽

pp. i-iii

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Linear latent variable regression (LVR)-based process monitoring

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00008-5 ◽

2021 ◽

pp. 19-70

Author(s):

Fouzi Harrou ◽

Ying Sun ◽

Amanda S. Hering ◽

Muddu Madakyaru ◽

Abdelkader Dairi

Keyword(s):

Process Monitoring ◽

Latent Variable ◽

Latent Variable Regression

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Fault isolation

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00009-7 ◽

2021 ◽

pp. 71-117 ◽

Author(s):

Fouzi Harrou ◽

Ying Sun ◽

Amanda S. Hering ◽

Muddu Madakyaru ◽

Abdelkader Dairi

Keyword(s):

Fault Isolation

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Conclusion and further research directions

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches ◽

10.1016/b978-0-12-819365-5.00015-2 ◽

2021 ◽

pp. 305-309

Author(s):

Fouzi Harrou ◽

Ying Sun ◽

Amanda S. Hering ◽

Muddu Madakyaru ◽

Abdelkader Dairi

Keyword(s):

Research Directions

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