Title :
A rule acquisition method for civil aircraft maintenance task based on similarity rough set theory
Author :
Ming, Liu ; Xiancun, Ni ; Hongfu, Zuo
Author_Institution :
Flight Stand. Dept., Civil Aviation Manage. Inst. of China, Beijing
Abstract :
In this paper, we put forward a kind of civil aircraft maintenance task determination methods based on similarity rough set (SRS) theory to handle the situation of lacking baseline aircraft at present. A rule gaining principle for civil aircraft maintenance task using maintenance experience of similar aircraft is described, and the acquisition method and detailed steps were presented. The test results indicate that the method is feasible. It not only remedies the information lose question that was brought from the classical rough set data dispersion, but also offers efficient decision-making for maintenance task of the civil aircraft in research.
Keywords :
aircraft maintenance; decision making; rough set theory; civil aircraft maintenance task; classical rough set data dispersion; decision-making; rough set theory; rule acquisition method; Aerospace engineering; Aircraft propulsion; Design engineering; Dispersion; Educational institutions; Knowledge engineering; Maintenance; Manufacturing; Set theory; Testing;
Conference_Titel :
Communications, Circuits and Systems, 2008. ICCCAS 2008. International Conference on
Conference_Location :
Fujian
Print_ISBN :
978-1-4244-2063-6
Electronic_ISBN :
978-1-4244-2064-3
DOI :
10.1109/ICCCAS.2008.4657942