Qualitative Multi-faults Diagnosis based ...
Document type :
Communication dans un congrès avec actes
Title :
Qualitative Multi-faults Diagnosis based on Automated Planning - I: Theory and Modelling
Author(s) :
Hu, Hexuan [Auteur]
Systèmes Tolérants aux Fautes [STF]
Gehin, Anne-Lise [Auteur]
Systèmes Tolérants aux Fautes [STF]
Merchez, Mireille [Auteur]
Systèmes Tolérants aux Fautes [STF]
Systèmes Tolérants aux Fautes [STF]
Gehin, Anne-Lise [Auteur]

Systèmes Tolérants aux Fautes [STF]
Merchez, Mireille [Auteur]

Systèmes Tolérants aux Fautes [STF]
Conference title :
7th Workshop on Advanced Control and Diagnosis
City :
Zielona Gora
Country :
Pologne
Start date of the conference :
2009-11-19
Book title :
Proceedings of the 7th Workshop on Advanced Control and Diagnosis (ACD 2009)
Publication date :
2009-11-19
English keyword(s) :
First Principles
Multi-faults Diagnosis
Automated Planning
Qualitative
Multi-faults Diagnosis
Automated Planning
Qualitative
HAL domain(s) :
Sciences de l'ingénieur [physics]/Automatique / Robotique
English abstract : [en]
This paper is intended to present a flexible qualitative framework of multi-faults diagnosis based on the first principles theory of Reiter (1987). We extend his consistency-based approach to deal with the dynamic and ...
Show more >This paper is intended to present a flexible qualitative framework of multi-faults diagnosis based on the first principles theory of Reiter (1987). We extend his consistency-based approach to deal with the dynamic and continuous systems and offer a necessary assumption and a formal demonstration. Multi-faults diagnosis is a partially observable problem because there is usually not enough information about faults. STRIPS, a classic technique of automated planning, is chosen to build the system model. It provides the reasoning ability for the multi-faults diagnosis when diagnosis is formalized as reasoning from effects to causes with causal knowledge.Show less >
Show more >This paper is intended to present a flexible qualitative framework of multi-faults diagnosis based on the first principles theory of Reiter (1987). We extend his consistency-based approach to deal with the dynamic and continuous systems and offer a necessary assumption and a formal demonstration. Multi-faults diagnosis is a partially observable problem because there is usually not enough information about faults. STRIPS, a classic technique of automated planning, is chosen to build the system model. It provides the reasoning ability for the multi-faults diagnosis when diagnosis is formalized as reasoning from effects to causes with causal knowledge.Show less >
Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Collections :
Source :