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.
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.
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.
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.
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