DocumentCode
511159
Title
Application of New Information Multi-variable Optimizing Grey Model NMGM(1,n,q,r) to the Load-Strain Relation
Author
Xiao, WeiYue ; Liao, Degang ; Luo, Youxin
Author_Institution
Coll. of Mech. Eng., Hunan Univ. of Arts & Sci., Changde, China
fYear
2009
fDate
19-20 Dec. 2009
Firstpage
39
Lastpage
42
Abstract
Structural parameters and material behaviors of an in-service structure are changed due to various external factors influence. Its structural strength is hard to be clearly expressed by mathematical formula. Based on the Grey system and the new information principle, taking the mean relative error as objective function and taking the modified nth component of each variable as initial value of response function and finding the optimum background value coefficient q and modified value r of initial value of response function by optimizing, new information multi-variable optimization Grey model NMGM(1, n, q, r) of the load-strain function in actual work condition was put forward. The failure load of the structure was forecasted. Calculation results show that this method is very effective to data processing which has high precision and easy to use. The method has wide applications in data processing in various engineering fields.
Keywords
grey systems; multivariable systems; optimisation; Grey system; Load-strain Relation; data processing; in-service structure; load-strain function; new information multi-variable optimization Grey model; response function; Art; Data engineering; Data processing; Differential equations; Educational institutions; Knowledge engineering; Load forecasting; Mechanical engineering; Predictive models; System testing; Grey system; NMGM(1; data processing; n; new information principle; optimization; q; r) Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge Engineering and Software Engineering, 2009. KESE '09. Pacific-Asia Conference on
Conference_Location
Shenzhen
Print_ISBN
978-0-7695-3916-4
Type
conf
DOI
10.1109/KESE.2009.19
Filename
5383627
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