a Study on Satellite Diagnostic Expert Systems Using Case-Based Approach

Details a Study on Satellite Diagnostic Expert Systems Using Case-Based Approach a Study on Satellite Diagnostic Expert Systems Using Case-Based Approach

Jun 1997

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1997jass...14..166p&link_type=abstract

Journal of Astronomy and Space Science, vol. 14, no. 1, p. 166-178.

Astronomy and Astrophysics

Astronomy

Scientific paper

Many research works are on going to monitor and diagnose diverse malfunctions of satellite systems as the complexity and number of satellites increase. Currently, many works on monitoring and diagnosis are carried out by human experts but there are needs to automate much of the routine works of them. Hence, it is necessary to study on using expert systems which can assist human experts routine work by doing automatically, thereby allow human experts devote their expertise more critical and important areas of monitoring and diagnosis. In this paper, we are employing artificial intelligence techniques to model human experts' knowledge and inference the constructed knowledge. Especially, case-based approaches are used to construct a knowledge base to model human expert capabilities which use previous typical exemplars. We have designed and implemented a prototype case-based system for diagnosing satellite malfunctions using cases. Our system remembers typical failure cases and diagnoses a current malfunction by indexing the case base. Diverse methods are used to build a more user friendly interface which allows human experts can build a knowledge base in as easy way.

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