StarPlan II: Evolution of an Expert System
Abstract
An expert system for satellite anomaly resolution must perform monitoring, situation assessment, diagnosis, goal determination and planning functions in real time. StarPlan is such a system being developed at the Ford Aerospace Sunnyvale Operation. This paper details the evolution of the StarPlan architecture from a rule-based system in which multiple experts classified and resolved anomalies to a more generic architecture that utilizes an object model of the domain to perform fault diagnosis using causal reasoning. The StarPlan I architecture is described; the lessons learned in StarPlan I implementation are discussed; and the architecture of StarPlan II is presented.
Cite
Text
Siemmens et al. "StarPlan II: Evolution of an Expert System." AAAI Conference on Artificial Intelligence, 1986.Markdown
[Siemmens et al. "StarPlan II: Evolution of an Expert System." AAAI Conference on Artificial Intelligence, 1986.](https://mlanthology.org/aaai/1986/siemmens1986aaai-starplan/)BibTeX
@inproceedings{siemmens1986aaai-starplan,
title = {{StarPlan II: Evolution of an Expert System}},
author = {Siemmens, Ronald and Golden, Marilyn and Ferguson, Jay C.},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {1986},
pages = {844-850},
url = {https://mlanthology.org/aaai/1986/siemmens1986aaai-starplan/}
}