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Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance - Isermann, Rolf
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Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance - Livres de poche

2009, ISBN: 9783540241126

Springer, Taschenbuch, Auflage: 2006, 494 Seiten, Publiziert: 2009-02-22T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: biography, 1.52 kg, Maschinenbau, Ingenieurwissenschaften, Fachbüc… Plus…

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Isermann, Rolf:

Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance - Livres de poche

2009, ISBN: 9783540241126

Springer, Taschenbuch, Auflage: 2006, 494 Seiten, Publiziert: 2009-02-22T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: biography, 3.35 kg, Verkaufsrang: 3666353, Maschinenbau, Ingenieur… Plus…

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Rolf Isermann:
Fault-Diagnosis Systems - Première édition

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ISBN: 9783540241126

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Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance - Livres de poche

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Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance
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ISBN:

9783540241126


With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high-cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. The book gives an introduction into advanced methods of fault detection and diagnosis (FDD). After definitions of important terms, the reliability, availability, safety and systems integrity of technical processes is considered. Then fault-detection methods for single signals without models like limit and trend checking and with harmonic and stochastic models, like Fourier analysis, correlation and wavelets are treated. This is followed by fault detection with process models using the relationships between signals like parameter estimation, parity equations, observers and principal component analysis. The treated fault-diagnosis methods include classification methods from Bayes classification to neural networks with decision trees and inference methods from approximate reasoning with fuzzy logic to hybrid fuzzy-neuro systems. Especially for safety-critical processes fault-tolerant systems are required. Basic redundant structures like n-out-of-m systems, cold and hot standby are considered and ways to design fault-tolerant sensors, actuators and control systems are outlined. Several practical examples for fault detection and diagnosis of DC motor drives, a centrifugal pump, automotive suspension and tire show applications. TOC:Introduction.- Supervision and fault management of processes - tasks and terminology.- Reliability, Availability and Maintainability (RAM).- Safety, Dependability and System Integrity.- Process Models and Fault Modeling.- Signal models.- Fault diagnosis with limit checking.- Fault detection with signal models.- Fault detection with process-identification methods.- Fault detection with parity equations.- Fault detection with state observers and state estimation.- Fault detection of control loops.- Fault detection with Principal Component Analysis (PCA).- Comparison and combination of fault-detection methods.- Diagnosis procedures and problems.- Fault diagnosis with classification methods.- Fault diagnosis with inference methods.- Fault-tolerant design.- Fault-tolerant components and control.- Fault detection and diagnosis of DC motor drives.- Fault detection and diagnosis of a centrifugal pump-pipe-system.- Fault detection and diagnosis of an automotive suspension and the tire pressures.

Informations détaillées sur le livre - Fault-Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance


EAN (ISBN-13): 9783540241126
ISBN (ISBN-10): 3540241124
Version reliée
Livre de poche
Date de parution: 2012
Editeur: Springer
Poids: 0,745 kg
Langue: Englisch

Livre dans la base de données depuis 2007-05-29T03:40:01+02:00 (Zurich)
Page de détail modifiée en dernier sur 2024-02-20T11:42:03+01:00 (Zurich)
ISBN/EAN: 9783540241126

ISBN - Autres types d'écriture:
3-540-24112-4, 978-3-540-24112-6
Autres types d'écriture et termes associés:
Auteur du livre: isermann rolf, iser
Titre du livre: fault diagnosis systems, tolerance, supervision, introduction detection

Données de l'éditeur

Auteur: Rolf Isermann
Titre: Fault-Diagnosis Systems - An Introduction from Fault Detection to Fault Tolerance
Editeur: Springer; Springer Berlin
475 Pages
Date de parution: 2005-10-13
Berlin; Heidelberg; DE
Langue: Anglais
85,59 € (DE)
87,99 € (AT)
94,50 CHF (CH)
Available
XVIII, 475 p.

BC; Hardcover, Softcover / Technik/Elektronik, Elektrotechnik, Nachrichtentechnik; Regelungstechnik; Verstehen; Analysis; Monitoring; Signal; Trend; Wavelet; actuator; fuzzy; fuzzy logic; modeling; safety; sensor; quality control, reliability, safety and risk; complexity; Control and Systems Theory; Control, Robotics, Automation; Security Science and Technology; Applied Dynamical Systems; Sicherheitssysteme und Brandmeldeanlagen; Mathematik für Ingenieure; Kybernetik und Systemtheorie; EA

Supervision, health-monitoring, fault detection, fault diagnosis and fault management play an increasing role for technical processes and vehicles, in order to improve reliability, availability, maintenance and life-time. For safety-related processes fault-tolerant systems with redundancy are required in order to reach comprehensive system integrity. This book gives an introduction into the field of fault detection, fault diagnosis and fault-tolerant systems with methods which have proven their performance in practical applications. It guides the reader in a structured tutorial style: supervision methods, reliability, safety, system integrity and related terminology; fault detection with signal-based methods for periodic and stochastic signals; fault detection with process model-based methods like parameter estimation, state estimation, parity equations and principal component analysis; fault diagnosis with classification and inference methods; fault-tolerant systems with hardware and analytical redundancy; many practical simulation examples and experimental results for processes like electrical motors, pumps, actuators, sensors and automotive components; end-of-chapter exercises for self testing or for practice. The book is dedicated to graduate students of electrical, mechanical, chemical engineering and computer science and for practising engineers.
Textbook from the highly praised father of fault tolerance Combines mathematical profoundness with an orientation towards industrial application With many elaborate examples

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