Monitoring Multimode Continuous Processes: A Data-Driven Approach
| AUTHOR | Llanes-Santiago, Orestes; Quiones-Grueiro, Marcos; Silva Neto, Antnio Jos et al. |
| PUBLISHER | Springer (08/05/2020) |
| PRODUCT TYPE | Hardcover (Hardcover) |
Description
This book examines recent methods for data-driven fault diagnosis of multimode continuous processes. It formalizes, generalizes, and systematically presents the main concepts, and approaches required to design fault diagnosis methods for multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning.
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Product Format
Product Details
ISBN-13:
9783030547370
ISBN-10:
303054737X
Binding:
Hardback or Cased Book (Sewn)
Content Language:
English
More Product Details
Page Count:
153
Carton Quantity:
38
Product Dimensions:
6.14 x 0.44 x 9.21 inches
Weight:
0.94 pound(s)
Feature Codes:
Illustrated
Country of Origin:
NL
Subject Information
BISAC Categories
Technology & Engineering | Engineering (General)
Technology & Engineering | Data Science - General
Technology & Engineering | Artificial Intelligence - General
Descriptions, Reviews, Etc.
jacket back
This book examines recent methods for data-driven fault diagnosis of multimode continuous processes. It formalizes, generalizes, and systematically presents the main concepts, and approaches required to design fault diagnosis methods for multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning.
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publisher marketing
This book examines recent methods for data-driven fault diagnosis of multimode continuous processes. It formalizes, generalizes, and systematically presents the main concepts, and approaches required to design fault diagnosis methods for multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning.
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$108.89