A New Method of Dynamic Prediction on Remaining Useful Life of Barrel
Da Xu, Ye Luo, Wenbo Fan
Available Online April 2016.
- 10.2991/ameii-16.2016.280How to use a DOI?
- remaining useful life, dynamic prediction, artillery barrel
To fully use the performance degradation similarity of the congeneric barrels, for the traits of nonlinear and small sample during the performance degradation process of a barrel, a dynamic prediction model on remaining useful life (RUL) of barrel is proposed, on the basis of fuzzy c-means theory and support vector regression optimized by the optimum model of particle swarm optimization. Lastly, the effectiveness and superiority of this proposed model have been validated by the case of a barrel compared with the improved Verhulst gray theory. In conclusion, a new method is obtained for the prediction on remaining useful life of barrel.
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Da Xu AU - Ye Luo AU - Wenbo Fan PY - 2016/04 DA - 2016/04 TI - A New Method of Dynamic Prediction on Remaining Useful Life of Barrel BT - Proceedings of the 2nd International Conference on Advances in Mechanical Engineering and Industrial Informatics (AMEII 2016) PB - Atlantis Press SN - 2352-5401 UR - https://doi.org/10.2991/ameii-16.2016.280 DO - 10.2991/ameii-16.2016.280 ID - Xu2016/04 ER -