Soft sensors for monitoring and control of industrial processes
Author(s)
Bibliographic Information
Soft sensors for monitoring and control of industrial processes
（Advances in industrial control）
Springer, c2007
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Note
Bibliography: p. [257]-266
Includes index
Description and Table of Contents
Description
This book reviews current design paths for soft sensors, and guides readers in evaluating different choices. The book presents case studies resulting from collaborations between the authors and industrial partners. The solutions presented, some of which are implemented on-line in industrial plants, are designed to cope with a wide range of applications from measuring system backup and what-if analysis through real-time prediction for plant control to sensor diagnosis and validation.
Table of Contents
Soft Sensors in Industrial Applications.- Virtual Instruments and Soft Sensors.- Soft Sensor Design.- Selecting Data from Plant Database.- Choice of the Model Structure.- Model Validation.- Strategies to Improve Soft Sensor Performance.- Adapting Soft Sensors to Applications.- Fault Detection, Sensor Validation and Diagnosis.
by "Nielsen BookData"
