Issues in practical model-based diagnosis

R.R. Bakker; P.C.A. van den Bempt; N.J.I. Mars; D.-J. Out; D.C. van Soest

doi:10.1016/0167-739X(93)90035-N

Issues in practical model-based diagnosis

R.R. Bakker^* (Corresponding Author), P.C.A. van den Bempt, N.J.I. Mars, D.-J. Out, D.C. van Soest

^*Corresponding author for this work

Research output: Contribution to journal › Conference article › Academic

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Abstract

The model-based diagnosis project at the University of Twente has been directed at improving the practical usefulness of model-based diagnosis. In cooperation with industrial partners, the research addressed the modeling problem and the efficiency problem in model-based reasoning.Main results of this research are that (1) re-use of electronically available descriptions of systems for diagnostic purposes is possible, and (2) efficient reasoning can be realized using PDE, hierarchic models, and a simple diagnostic strategy. We have built a prototype diagnostic system which shows the technical feasibility of model-based diagnosis in a computer system.The project was concluded in July 1993 by the development of the 'Diagnostic Toolbox'. The Diagnostic Toolbox supports the modeling of technical systems for diagnostic purposes, and it contains several model-based reasoning methods.

Original language	English
Pages (from-to)	329-337
Journal	Future generation computer systems
Volume	9
Issue number	4
DOIs	https://doi.org/10.1016/0167-739X(93)90035-N
Publication status	Published - 1993
Event	ESA Workshop on Artificial Intelligence and Knowledge Based Systems 1993 - Noordwijk, Netherlands Duration: 17 May 1993 → 19 May 1993

Keywords

Model-based diagnosis
Modeling
Computational efficiency
Tools

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10.1016/0167-739X(93)90035-N

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title = "Issues in practical model-based diagnosis",

abstract = "The model-based diagnosis project at the University of Twente has been directed at improving the practical usefulness of model-based diagnosis. In cooperation with industrial partners, the research addressed the modeling problem and the efficiency problem in model-based reasoning.Main results of this research are that (1) re-use of electronically available descriptions of systems for diagnostic purposes is possible, and (2) efficient reasoning can be realized using PDE, hierarchic models, and a simple diagnostic strategy. We have built a prototype diagnostic system which shows the technical feasibility of model-based diagnosis in a computer system.The project was concluded in July 1993 by the development of the 'Diagnostic Toolbox'. The Diagnostic Toolbox supports the modeling of technical systems for diagnostic purposes, and it contains several model-based reasoning methods.",

keywords = "Model-based diagnosis, Modeling, Computational efficiency, Tools",

author = "R.R. Bakker and {van den Bempt}, P.C.A. and N.J.I. Mars and D.-J. Out and {van Soest}, D.C.",

year = "1993",

doi = "10.1016/0167-739X(93)90035-N",

language = "English",

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pages = "329--337",

journal = "Future generation computer systems",

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note = "ESA Workshop on Artificial Intelligence and Knowledge Based Systems 1993 ; Conference date: 17-05-1993 Through 19-05-1993",

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AU - Bakker, R.R.

AU - van den Bempt, P.C.A.

AU - Mars, N.J.I.

AU - Out, D.-J.

AU - van Soest, D.C.

PY - 1993

Y1 - 1993

N2 - The model-based diagnosis project at the University of Twente has been directed at improving the practical usefulness of model-based diagnosis. In cooperation with industrial partners, the research addressed the modeling problem and the efficiency problem in model-based reasoning.Main results of this research are that (1) re-use of electronically available descriptions of systems for diagnostic purposes is possible, and (2) efficient reasoning can be realized using PDE, hierarchic models, and a simple diagnostic strategy. We have built a prototype diagnostic system which shows the technical feasibility of model-based diagnosis in a computer system.The project was concluded in July 1993 by the development of the 'Diagnostic Toolbox'. The Diagnostic Toolbox supports the modeling of technical systems for diagnostic purposes, and it contains several model-based reasoning methods.

AB - The model-based diagnosis project at the University of Twente has been directed at improving the practical usefulness of model-based diagnosis. In cooperation with industrial partners, the research addressed the modeling problem and the efficiency problem in model-based reasoning.Main results of this research are that (1) re-use of electronically available descriptions of systems for diagnostic purposes is possible, and (2) efficient reasoning can be realized using PDE, hierarchic models, and a simple diagnostic strategy. We have built a prototype diagnostic system which shows the technical feasibility of model-based diagnosis in a computer system.The project was concluded in July 1993 by the development of the 'Diagnostic Toolbox'. The Diagnostic Toolbox supports the modeling of technical systems for diagnostic purposes, and it contains several model-based reasoning methods.

KW - Model-based diagnosis

KW - Modeling

KW - Computational efficiency

KW - Tools

U2 - 10.1016/0167-739X(93)90035-N

DO - 10.1016/0167-739X(93)90035-N

M3 - Conference article

VL - 9

SP - 329

EP - 337

JO - Future generation computer systems

JF - Future generation computer systems

SN - 0167-739X

IS - 4

T2 - ESA Workshop on Artificial Intelligence and Knowledge Based Systems 1993

Y2 - 17 May 1993 through 19 May 1993

ER -

Issues in practical model-based diagnosis

Abstract

Keywords

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