Fault Diagnosis
presentation at the ERASMUS intensive course:
Application Of Artificial Intelligence In Process Control
4 September 1997, Valencia
Dr.ir. B.D. Netten
B.D.Netten@cs.tudelft.nl
http://www.kbs.twi.tudelft.nl/People/Staff/B.D.Netten
Start presentation
Table of Contents
Fault Diagnosis
Contents
What is Fault Diagnosis?
What is a Fault?
What is a Failure?
What is a Symptom?
Process to be diagnosed
Diagnosis Tasks
Objectives for Fault Diagnosis
Fault Tolerant Systems
Fault Diagnosis Process Model
Fault Diagnosis Modules
Types of Diagnosis Processes
Contents
Diagnosis Techniques
Symptom-base diagnosis
Symptom-based diagnosis (2)
Symptom-based diagnosis (3)
Model-based diagnosis
Model-based diagnosis (2)
Structural Model
Functional Model
Behavioural Model
Model-Based Reasoning
Performance
Development Issues
Contents
Case-Based Reasoning
Case-Based Reasoning
4 knowledge containers
Case-Based Reasoning-Cycle
Which type of CBR?
Case-Based Diagnosis
Case-Based Diagnosis
Case-Based Diagnosis
Development steps
Acquisition What is a Case?
PPT Slide
Memory Organisation Feature relevance
Memory Organisation Context Hierarchy
PPT Slide
PPT Slide
PPT Slide
Case Retrieval
PPT Slide
Reuse
PPT Slide
PPT Slide
Case Revision
Case Retainment
Performance
CBDiagnosis Performance
Some Thoughts on CBDiagnosis
References