Proceedings of the 2012 National Conference on Information Technology and Computer Science

Research on Life Prediction Method for Gyroscope Based on PACE

Authors
Haodong Ma, Rui Li, Kai Luo, Hongzheng Fang
Corresponding Author
Haodong Ma
Available Online November 2012.
DOI
https://doi.org/10.2991/citcs.2012.241How to use a DOI?
Keywords
component; gyroscopes; remaining useful life; accelerated life testing; path classification and estimation
Abstract
Gyroscopes are widely applied in weapon system and other high precision system. During the using course, the reliability and performance of gyroscope are influenced by environment and using condition. The performance of gyroscope degenerates periodically, and the remaining useful life (RUL) is payed close attention by engineers in order to monitor the whole systems steadily and safely during life-cycle. Traditionally, researchers used the reliability test and statistic method to estimate RUL. But it's difficult to get enough samples in the test because the gyroscope cost much. In this paper, we mainly discussed the life prediction of gyroscopes, designed the accelerated life testing(ALT), and used Path Classification and Estimation(PACE) to predict the RUL of gyroscopes. In addition, we analyzed the theory of life prediction for gyroscopes, mainly about the relationship of gyroscope's fault, nature element and useful life. Then the method is researched based on PACE method. At last, the prediction algorithms is illustrated by the practical accelerate life test data. The methods discussed in this paper was applied in a practical equipment maintenance support project, which can provide technical support for the product life prolong research work in the future.
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Proceedings
2012 National Conference on Information Technology and Computer Science
Part of series
Advances in Intelligent Systems Research
Publication Date
November 2012
ISBN
978-94-91216-39-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/citcs.2012.241How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Haodong Ma
AU  - Rui Li
AU  - Kai Luo
AU  - Hongzheng Fang
PY  - 2012/11
DA  - 2012/11
TI  - Research on Life Prediction Method for Gyroscope Based on PACE
BT  - 2012 National Conference on Information Technology and Computer Science
PB  - Atlantis Press
SP  - 947
EP  - 950
SN  - 1951-6851
UR  - https://doi.org/10.2991/citcs.2012.241
DO  - https://doi.org/10.2991/citcs.2012.241
ID  - Ma2012/11
ER  -