Add to ORKGMuch of the past work on fault diagnosis did not pay enough attention to model construction and its important role in aiding problem solving. It was generally accepted that a model was available or was assumed to be present in a certain format before starting the diagnosis process. However in practice a model which can be constructed from an engineering or commercial system is often different from the model on which diagnostic algorithms have been developed. Our paper aims at filling this gap between the model construction and model-based fault diagnosis, providing a framework to integrate them coherently
The paper addresses the problem of validation of fault knowledge through automated model acquisition...
The use of knowledge-based systems to aid in the diagnosis of faults in physical devices has grown c...
The comprehensive on-board diagnosis of faults in many aerospace and other engineered systems requir...
Model based reasoning about physical systems deals with diagnosis, supervision, interpretation, expl...
This paper argues that automated knowledge acquisition for diagnosis has had limited success in both...
This paper argues that automated knowledge acquisition for diagnosis has had limited success in both...
In this paper, a demonstration on the model-based approach for fault detection has been presented. T...
The paper addresses the problem of automated model acquisition through the re-use of fault knowledge...
This position paper argues that causal explanation in diagnostic tasks are more easily achieved in f...
This position paper argues that causal explanation in diagnostic tasks are more easily achieved in f...
This paper addresses the problem of automated model acquisition through there-use of fault knowledge...
In this work; a general model based fault accommodation system is proposed and demonstrated. Detaile...
To determine why something has stopped working, it is useful to know how it was supposed to work in ...
Technical systems of today are often complex and integrated. To maintain operational functionality a...
In Model-Based Diagnosis, a set of inference rules is typically used to compute diagnoses using a sc...
The paper addresses the problem of validation of fault knowledge through automated model acquisition...
The use of knowledge-based systems to aid in the diagnosis of faults in physical devices has grown c...
The comprehensive on-board diagnosis of faults in many aerospace and other engineered systems requir...
Model based reasoning about physical systems deals with diagnosis, supervision, interpretation, expl...
This paper argues that automated knowledge acquisition for diagnosis has had limited success in both...
This paper argues that automated knowledge acquisition for diagnosis has had limited success in both...
In this paper, a demonstration on the model-based approach for fault detection has been presented. T...
The paper addresses the problem of automated model acquisition through the re-use of fault knowledge...
This position paper argues that causal explanation in diagnostic tasks are more easily achieved in f...
This position paper argues that causal explanation in diagnostic tasks are more easily achieved in f...
This paper addresses the problem of automated model acquisition through there-use of fault knowledge...
In this work; a general model based fault accommodation system is proposed and demonstrated. Detaile...
To determine why something has stopped working, it is useful to know how it was supposed to work in ...
Technical systems of today are often complex and integrated. To maintain operational functionality a...
In Model-Based Diagnosis, a set of inference rules is typically used to compute diagnoses using a sc...
The paper addresses the problem of validation of fault knowledge through automated model acquisition...
The use of knowledge-based systems to aid in the diagnosis of faults in physical devices has grown c...
The comprehensive on-board diagnosis of faults in many aerospace and other engineered systems requir...