Prashant Mhaskar's Books

Fault-Tolerant Process Control

Methods and Applications

By: Prashant Mhaskar,Jinfeng Liu,Panagiotis D. Christofides

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Fault-Tolerant Process Control

Methods and Applications

By: Prashant Mhaskar,Jinfeng Liu,Panagiotis D. Christofides

Fault-Tolerant Process Control focuses on the development of general, yet practical, methods for the design of advanced fault-tolerant control systems; these ensure an efficient fault detection and a timely response to enhance fault recovery, prevent faults from propagating or developing into total failures, and reduce the risk of safety hazards. To this end, methods are presented for the design of advanced fault-tolerant control systems for chemical processes which explicitly deal with actuator/controller failures and sensor faults and data losses. Specifically, the book puts forward: · A framework for detection, isolation and diagnosis of actuator and sensor faults for nonlinear systems; · Controller reconfiguration and safe-parking-based fault-handling methodologies; · Integrated-data- and model-based fault-detection and isolation and fault-tolerant control methods; · Methods for handling sensor faults and data losses; and · Methods for monitoring the performance of low-level PID loops. The methodologies proposed employ nonlinear systems analysis, Lyapunov techniques, optimization, statistical methods and hybrid systems theory and are predicated upon the idea of integrating fault-detection, local feedback control, and supervisory control. The applicability and performance of the methods are demonstrated through a number of chemical process examples. Fault-Tolerant Process Control is a valuable resource for academic researchers, industrial practitioners as well as graduate students pursuing research in this area.

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Page Count

279

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1447148088

ISBN 13

9781447148081

Modeling and Control of Batch Processes

Theory and Applications

By: Prashant Mhaskar,Abhinav Garg,Brandon Corbett

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Modeling and Control of Batch Processes

Theory and Applications

By: Prashant Mhaskar,Abhinav Garg,Brandon Corbett

Modeling and Control of Batch Processes presents state-of-the-art techniques ranging from mechanistic to data-driven models. These methods are specifically tailored to handle issues pertinent to batch processes, such as nonlinear dynamics and lack of online quality measurements. In particular, the book proposes: a novel batch control design with well characterized feasibility properties; a modeling approach that unites multi-model and partial least squares techniques; a generalization of the subspace identification approach for batch processes; and applications to several detailed case studies, ranging from a complex simulation test bed to industrial data. The book’s proposed methodology employs statistical tools, such as partial least squares and subspace identification, and couples them with notions from state-space-based models to provide solutions to the quality control problem for batch processes. Practical implementation issues are discussed to help readers understand the application of the methods in greater depth. The book includes numerous comments and remarks providing insight and fundamental understanding into the modeling and control of batch processes. Modeling and Control of Batch Processes includes many detailed examples of industrial relevance that can be tailored by process control engineers or researchers to a specific application. The book is also of interest to graduate students studying control systems, as it contains new research topics and references to significant recent work. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

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Page Count

346

Publisher

Springer

Published Date

ISBN 10

3030041409

ISBN 13

9783030041403

Fault-Tolerant Process Control

Methods and Applications

By: Prashant Mhaskar,Jinfeng Liu,Panagiotis D. Christofides

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Fault-Tolerant Process Control

Methods and Applications

By: Prashant Mhaskar,Jinfeng Liu,Panagiotis D. Christofides

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

279

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1447148088

ISBN 13

9781447148081

Book's by Prashant Mhaskar

Fault-Tolerant Process Control

Fault-Tolerant Process Control

Modeling and Control of Batch Processes

Modeling and Control of Batch Processes

Fault-Tolerant Process Control

Fault-Tolerant Process Control

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