DocumentCode
3372749
Title
Application of multi-variable optimizing Grey model MGM(1,n,q,r) to the load-strain relation
Author
Luo, Youxin ; Li, Jianying
Author_Institution
Coll. of Mech. Eng., Hunan Univ. of Arts & Sci., Changde, China
fYear
2009
fDate
9-12 Aug. 2009
Firstpage
4023
Lastpage
4027
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, taking the mean relative error as objective function and finding the optimum parameters q and r by optimizing, multi-variable optimization Grey model MGM (l, 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; materials properties; mechanical strength; optimisation; strain control; Grey system; MGM; data processing; failure load; in-service structure; load-strain function; load-strain relation; material behaviors; mathematical formula; mean relative error; multivariable optimizing Grey model; structural parameters; structural strength; Automation; Data engineering; Data processing; Differential equations; Educational institutions; Load forecasting; Mathematical model; Optimization methods; Predictive models; System testing; Grey system; Multi-variable optimization Grey Model; data processing; optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2009. ICMA 2009. International Conference on
Conference_Location
Changchun
Print_ISBN
978-1-4244-2692-8
Electronic_ISBN
978-1-4244-2693-5
Type
conf
DOI
10.1109/ICMA.2009.5246685
Filename
5246685
Link To Document