A Complex Equipment Reliability Prediction Model in Case of Disturbance Information

被引:0
|
作者
Liu, Jiefang [1 ,2 ]
Xia, Qing [2 ,3 ]
Liu, Sifeng [4 ,5 ]
Wu, Lifeng [2 ,6 ]
Fang, Zhigeng [2 ]
机构
[1] Henan Inst Sci & Technol, Sch Math Sci, Xinxiang 453003, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 210016, Jiangsu, Peoples R China
[3] Shandong Inst Business & Technol, Dept Postgrad English, Yantai 264005, Peoples R China
[4] Nanjing Univ Aeronaut & Astronaut, Inst Grey Syst Studies, Nanjing 210016, Jiangsu, Peoples R China
[5] De Montfort Univ, Ctr Computat Intelligence, Leicester LE1 9BH, Leics, England
[6] Hebei Univ Engn, Sch Econ & Management, Handan 056038, Peoples R China
来源
JOURNAL OF GREY SYSTEM | 2015年 / 27卷 / 03期
关键词
Reliability Growth; Grey Verhilst Model; Fractional Order; Complex Equipment; FRACTIONAL ORDER ACCUMULATION; GREY; GM(1,1);
D O I
暂无
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
For complex equipment with multiple development phases, the reliability of the whole system will increase with timely correction strategies. It is significantly theoretical and practical to select an appropriate system reliability growth model for effective monitoring. Grey prediction model was introduced due to the characteristics of small sample and poor information. However, the traditional grey model has poor stability because of the disturbance information of the system.. Therefore, a fractional reverse accumulative grey Verhulst model was put forward in order to enhance the model stability and improve the prediction accuracy according to the characteristics of the system of test information. And its calculation formula was deduced Finally, the new model was applied to reliability prediction of a certain type of weapon system, and high prediction precision was obtained Thus, a new and reliable method was provided for a certain type of weapon systems with disturbance information.
引用
收藏
页码:193 / 202
页数:10
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