TY - GEN
T1 - Reliability Analysis and Health Management of the Radar Range Based on Belief Reliability Theory
AU - Jipeng, Wu
AU - Qingyuan, Zhang
AU - Yuanzhu, Zheng
AU - Xiaomei, Song
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - As one of the core equipment in modern joint operations, the demand for the radar reliability and health management is getting higher recently. Current studies of the radar reliability analysis and health management usually depend on probability theory and cannot be related to the radar design directly. These studies only consider an individual range evaluation rather than all evaluations under the same condition and ignore epistemic uncertainties. Aiming at these problems, we firstly propose a belief reliability modeling methodology of the radar range based on belief reliability theory and uncertainty theory, which directly builds up the relationship between the radar range and the reliability evaluation and quantifies epistemic uncertainties properly. This study can also provide support for the radar health management. A simulation case is used to illustrate the proposed methodology. Results show that the proposed methodology is suitable for the uncertainty quantification of the radar range and can help decision makers to make appropriate maintenance decisions.
AB - As one of the core equipment in modern joint operations, the demand for the radar reliability and health management is getting higher recently. Current studies of the radar reliability analysis and health management usually depend on probability theory and cannot be related to the radar design directly. These studies only consider an individual range evaluation rather than all evaluations under the same condition and ignore epistemic uncertainties. Aiming at these problems, we firstly propose a belief reliability modeling methodology of the radar range based on belief reliability theory and uncertainty theory, which directly builds up the relationship between the radar range and the reliability evaluation and quantifies epistemic uncertainties properly. This study can also provide support for the radar health management. A simulation case is used to illustrate the proposed methodology. Results show that the proposed methodology is suitable for the uncertainty quantification of the radar range and can help decision makers to make appropriate maintenance decisions.
KW - belief reliability theory
KW - epistemic uncertainties
KW - radar range
UR - https://www.scopus.com/pages/publications/85151648904
U2 - 10.1109/SRSE56746.2022.10067838
DO - 10.1109/SRSE56746.2022.10067838
M3 - 会议稿件
AN - SCOPUS:85151648904
T3 - 2022 4th International Conference on System Reliability and Safety Engineering, SRSE 2022
SP - 278
EP - 283
BT - 2022 4th International Conference on System Reliability and Safety Engineering, SRSE 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Conference on System Reliability and Safety Engineering, SRSE 2022
Y2 - 15 December 2022 through 18 December 2022
ER -