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Model-Aided Diagnosis of Mechanical Systems: Fundamentals, Detection, Localization, Assessment

Autor Hans Günther Natke, C. Cempel
en Limba Engleză Paperback – 22 sep 2011
Diagnosis of technical systems is important, concerning safety and economics. Monitoring and diagnosis, especially in remote control systems, needs holistic models, as described here. This book describes the fundamentals for technical diagnosis as well as state-of-art tools. Model-based diagnosis and knowledge based diagnosis, fundamentals in decision-making and assessment are included. The foundation of diagnosis for applications is given. The book is written for the expert practising engineer in research and industrial applications.
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Specificații

ISBN-13: 9783642643958
ISBN-10: 3642643957
Pagini: 268
Ilustrații: XIII, 248 p.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.38 kg
Ediția:Softcover reprint of the original 1st ed. 1997
Editura: Springer Berlin, Heidelberg
Colecția Springer
Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

1 Introduction.- 1.1 The Intention.- 1.2 The Concept.- 1.3 Modelling.- 1.4 Summary.- 2 Review of Tools and Concepts of Diagnosis.- 2.1 Damage, Faults and their Descriptions.- 2.2 Symptoms.- 2.3 Damage Initiation and Evolution in Operating Systems.- 2.4 Summary.- 3 Fault-Related Processes: Monitoring, Measurements, Processing of Signals.- 3.1 Monitoring.- 3.2 Measurements.- 3.3 Signal Pre-processing.- 3.4 Signal Processing.- 3.5 Summary.- 4 Model-Supported Diagnostics Via Parameter Estimation.- 4.1 The General Procedure.- 4.2 Model Adjustment - Preparations.- 4.3 Model Adjustment - Methods.- 4.4 Algorithms.- 4.5 Practical Hints.- 4.6 Use of the Knowledge Base for Diagnosis.- 4.7 Summary.- 5 Decision, Assessment, and System Modification Procedures.- 5.1 Fundamentals of Decision.- 5.2 Symptom-based Decision.- 5.3 Model-based Decision.- 5.4 Assessment.- 5.5 System Modification Procedures.- 5.6 Summary.- 6 Examples and Remarks on Applications.- 6.1 An Academic Example: The FE-Model of a Satellite.- 6.2 Application in Mechanical Engineering.- 6.3 Application in Civil Engineering: Norderelb Bridge.- 6.4 Conclusion.- 7 Concluding Remarks.- References.