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Advances in Industrial Control

Industrial Process Identification

Perturbation Signal Design and Applications

Authors: Tan, Ai Hui, Godfrey, Keith Richard

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  • Provides valuable insights into the use of test-signal design in system identification
  • Helps the reader to make well-informed choices of signal design for process and communications industries
  • Discusses software packages for designing common classes of signals
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eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-030-03661-4
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  • Included format: PDF, EPUB
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  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-030-03660-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

Industrial Process Identification brings together the latest advances in perturbation signal design. It describes the approaches to the design process that are relevant to industries. The authors’ discussion of several software packages (Frequency Domain System Identification Toolbox, prs, GALOIS, multilev_new, and Input-Signal-Creator) will allow readers to understand the different designs in industries and begin designing common classes of signals.

The authors include two case studies that provide a balance between the theory and practice of these designs:

 

  • the identification of a direction-dependent electronic nose system; and
  • the identification of a multivariable cooling system with time-varying delay.

Major aspects of signal design such as the formulation of suitable specifications in the face of practical constraints, the classes of designs available, the various objectives necessitating separate treatments when dealing with nonlinear systems, and extension to multi-input scenarios, are discussed. Codes, including some that will produce simulated data, are included to help readers replicate the results described.

Industrial Process Identification is a powerful source of information for control engineers working in the process and communications industries seeking guidance on choosing identification software tools for use in practical experiments and case studies. The book will also be of interest to academic researchers and students working in electrical, mechanical and communications engineering and the application of perturbation signal design.

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.

About the authors

Ai Hui Tan is an Associate Professor at the Faculty of Engineering, Multimedia University, Cyberjaya, Malaysia. She graduated with first class honours in Electronic Engineering from the University of Warwick, U.K. in 1999. She was awarded a Ph.D. in 2002 for research done in the Systems Modelling and Simulation Research Group at the University of Warwick under the supervision of Professor Keith Godfrey. Her research focusses on several aspects of system identification, including perturbation signal design and applications. She is a member of the IFAC Technical Committee on Modelling, Identification and Signal Processing. She was a recipient of IEE Institution Prize 1999.
Keith Godfrey is an Emeritus Professor in the School of Engineering at the University of Warwick. He has been involved in many applications of system identification, and in 1990, he received the Doctor of Science degree from the University of Warwick for publications with the collective title "Applications of Modelling, Identification and Parameter Estimation in Engineering and Biomedicine". He is author, or co-author, of more than 200 papers and is a member of the IFAC Technical Committees on Biomedical Engineering and Control, and on Modelling, Identification and Signal Processing. He has been presented with several international awards for his work.

Table of contents (8 chapters)

Table of contents (8 chapters)

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-030-03661-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-030-03660-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Industrial Process Identification
Book Subtitle
Perturbation Signal Design and Applications
Authors
Series Title
Advances in Industrial Control
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-03661-4
DOI
10.1007/978-3-030-03661-4
Hardcover ISBN
978-3-030-03660-7
Series ISSN
1430-9491
Edition Number
1
Number of Pages
XXI, 217
Number of Illustrations
116 b/w illustrations, 14 illustrations in colour
Topics