Title

Validation Of An Automated System Model Generator

Keywords

Automated knowledge acquisition; computer-aided design systems; constraint satisfaction; knowledge-based systems; model-based reasoning; simulation models

Abstract

Modeling and simulation have always been highly useful techniques to use when designing, analyzing, or diagnosing an engineered system. Development of an appropriate model, in terms of accuracy, granularity, and complexity, has typically been the burden of the designer, analyst, or troubleshooter. It would naturally be advantageous if a model could be developed automatically, with the user supplying only some final minor refinements. The fact that most modern systems are designed in a computer-aided design (CAD) environment makes this a realistic prospect, because much of the data necessary for the model is already in electronic form. This article outlines a system called the automated knowledge generator (AKG), which embodies techniques that automatically create a model of an engineered system directly from its CAD representation, and describes the extensive testing process followed in order to validate its performance. © 1994 IEEE

Publication Date

1-1-1994

Publication Title

IEEE Transactions on Knowledge and Data Engineering

Volume

6

Issue

4

Number of Pages

643-648

Document Type

Article

Identifier

scopus

Personal Identifier

scopus

DOI Link

https://doi.org/10.1109/69.298181

Socpus ID

0028485379 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/0028485379

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