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
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;
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
DOI :
10.1109/ICMA.2009.5246685
