Optimal State Estimation for Process Monitoring, Fault Diagnosis and Control 1st Edition

Optimal State Estimation for Process Monitoring, Fault Diagnosis and Control 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9780323858786,0323858783,9780323900683, 0323900682

Product details:

• ISBN 10:0323900682
• ISBN 13: 9780323900683
• Author: Ch. Venkateswarlu, Rama Rao Karri
  

Optimal State Estimation for Process Monitoring, Fault Diagnosis and Control presents various mechanistic model based state estimators and data-driven model based state estimators with a special emphasis on their development and applications to process monitoring, fault diagnosis and control. The design and analysis of different state estimators are highlighted with a number of applications and case studies concerning to various real chemical and biochemical processes. The book starts with the introduction of basic concepts, extending to classical methods and successively leading to advances in this field.

Design and implementation of various classical and advanced state estimation methods to solve a wide variety of problems makes this book immensely useful for the audience working in different disciplines in academics, research and industry in areas concerning to process monitoring, fault diagnosis, control and related disciplines.

Table contents:

Part I: Basic details and state estimation algorithms

Part II: Optimal state estimation for process monitoring

Part III: Application of data driven model-based methods for process state estimation

Part IV: Optimal state estimation for process control

Part V: Optimal state estimation for online optimization

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