Identification of Physical Systems (ePub)
Applications to Condition Monitoring, Fault Diagnosis, Soft Sensor and Controller Design
(Sprache: Englisch)
Identification of a physical system deals with the problem of
identifying its mathematical model using the measured input and
output data. As the physical system is generally complex,
nonlinear, and its input-output data is corrupted noise,
there are...
identifying its mathematical model using the measured input and
output data. As the physical system is generally complex,
nonlinear, and its input-output data is corrupted noise,
there are...
sofort als Download lieferbar
eBook (ePub)
108.99 €
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenloser tolino webreader
Produktdetails
Produktinformationen zu „Identification of Physical Systems (ePub)“
Identification of a physical system deals with the problem of
identifying its mathematical model using the measured input and
output data. As the physical system is generally complex,
nonlinear, and its input-output data is corrupted noise,
there are fundamental theoretical and practical issues that need to
be considered.
Identification of Physical Systems addresses this need,
presenting a systematic, unified approach to the problem of
physical system identification and its practical
applications. Starting with a least-squares method, the
authors develop various schemes to address the issues of accuracy,
variation in the operating regimes, closed loop, and interconnected
subsystems. Also presented is a non-parametric signal or data-based
scheme to identify a means to provide a quick macroscopic picture
of the system to complement the precise microscopic picture given
by the parametric model-based scheme. Finally, a sequential
integration of totally different schemes, such as non-parametric,
Kalman filter, and parametric model, is developed to meet the speed
and accuracy requirement of mission-critical systems.
Key features:
* Provides a clear understanding of theoretical and practical
issues in identification and its applications, enabling the reader
to grasp a clear understanding of the theory and apply it to
practical problems
* Offers a self-contained guide by including the background
necessary to understand this interdisciplinary subject
* Includes case studies for the application of identification on
physical laboratory scale systems, as well as number of
illustrative examples throughout the book
Identification of Physical Systems is a comprehensive
reference for researchers and practitioners working in this field
and is also a useful source of information for graduate students in
electrical, computer, biomedical, chemical, and mechanical
engineering.
identifying its mathematical model using the measured input and
output data. As the physical system is generally complex,
nonlinear, and its input-output data is corrupted noise,
there are fundamental theoretical and practical issues that need to
be considered.
Identification of Physical Systems addresses this need,
presenting a systematic, unified approach to the problem of
physical system identification and its practical
applications. Starting with a least-squares method, the
authors develop various schemes to address the issues of accuracy,
variation in the operating regimes, closed loop, and interconnected
subsystems. Also presented is a non-parametric signal or data-based
scheme to identify a means to provide a quick macroscopic picture
of the system to complement the precise microscopic picture given
by the parametric model-based scheme. Finally, a sequential
integration of totally different schemes, such as non-parametric,
Kalman filter, and parametric model, is developed to meet the speed
and accuracy requirement of mission-critical systems.
Key features:
* Provides a clear understanding of theoretical and practical
issues in identification and its applications, enabling the reader
to grasp a clear understanding of the theory and apply it to
practical problems
* Offers a self-contained guide by including the background
necessary to understand this interdisciplinary subject
* Includes case studies for the application of identification on
physical laboratory scale systems, as well as number of
illustrative examples throughout the book
Identification of Physical Systems is a comprehensive
reference for researchers and practitioners working in this field
and is also a useful source of information for graduate students in
electrical, computer, biomedical, chemical, and mechanical
engineering.
Autoren-Porträt von Rajamani Doraiswami, Maryhelen Stevenson, Chris Diduch
Rajamani Doraiswami, Professor Emeritus, Electrical and Computer Engineering Department, University of New Brunswick, USARajamani Doraiswami is Professor Emeritus in the Department of Electrical and Computer Engineering at the University of New Brunswick.
Dr. Doraiswami is known internationally as an excellent researcher, has held an NSERC operating grant continually since 1981 and has published more than 60 papers in refereed journals and 90 conference papers.
Dr. Doraiswami's research interests focus on control, signal processing, pattern classification and algorithms. One of his most successful collaborations has been in the development of laboratories for the teaching of analysis and design of control and signal processing systems in real-time.
Chris Diduch is a Professor in the Department of Electrical and Computer Engineering at the University of New Brunswick. His research is in the fields of control systems and digital systems.
Maryhelen Stevenson is a Professor in the Department of Electrical and Computer Engineering at the University of New Brunswick. Her research is in the fields of pattern classification, speech and signal processing, adaptive systems and time-frequency representations.
Bibliographische Angaben
- Autoren: Rajamani Doraiswami , Maryhelen Stevenson , Chris Diduch
- 2014, 1. Auflage, 536 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 1118536495
- ISBN-13: 9781118536490
- Erscheinungsdatum: 29.07.2014
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
eBook Informationen
- Dateiformat: ePub
- Größe: 28 MB
- Mit Kopierschutz
Sprache:
Englisch
Kopierschutz
Dieses eBook können Sie uneingeschränkt auf allen Geräten der tolino Familie lesen. Zum Lesen auf sonstigen eReadern und am PC benötigen Sie eine Adobe ID.
Kommentar zu "Identification of Physical Systems"
0 Gebrauchte Artikel zu „Identification of Physical Systems“
Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
---|
Schreiben Sie einen Kommentar zu "Identification of Physical Systems".
Kommentar verfassen