Research on Fault Rate Prediction Method of T/R Component

4th International Conference on Mechanics and Mechatronics Research

机械制造;无线电电子学

Hou, Xiaodong^1 ; Yang, Jiangping^1 ; Bi, Zengjun^1 ; Zhang, Yu^2

Dept. of Land-based Early Warning Equipment, Air Force Early Warning Academy, Wuhan

430019, China^1

College of Electrical and Electronic Engineering, Hubei University of Technology, Wuhan

430068, China^2

关键词: Background value;    Discrete grey models;    Fault prediction;    Grey model GM(1 ,1);    Large phased arrays;    Optimization factors;    Original model;    Prediction model;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/224/1/012031/pdf
DOI  :  10.1088/1757-899X/224/1/012031

来源: IOP

【 摘 要 】

T/R component is an important part of the large phased array radar antenna array, because of its large numbers, high fault rate, it has important significance for fault prediction. Aiming at the problems of traditional grey model GM(1,1) in practical operation, the discrete grey model is established based on the original model in this paper, and the optimization factor is introduced to optimize the background value, and the linear form of the prediction model is added, the improved discrete grey model of linear regression is proposed, finally, an example is simulated and compared with other models. The results show that the method proposed in this paper has higher accuracy and the solution is simple and the application scope is more extensive.