DocumentCode :
3410075
Title :
Construction and application of unequal interval GM (1,1) prediction model based on multilevel residual amendment
Author :
Kegang, Li
Author_Institution :
Fac. of Land Resource Eng., Kunming Univ. of Sci. & Technol., Kunming, China
fYear :
2009
fDate :
10-12 Nov. 2009
Firstpage :
471
Lastpage :
475
Abstract :
Prediction for slope displacement can prevent the occurrence of slope disasters effectively. Original grey GM(1,1) model is usually used in simulation and prediction of equidistant monitoring data sequence, but the actual situation is the monitoring data which obtained appear unequal interval phenomenon. So, unequal interval grey GM(1,1) model is established after analyzing the establishing principal of original equal interval GM(1,1) model, and the method for calculating the grey parameter is discussed. At last, the improved model is applied for analyzing the B3 monitoring data of a slope of the YU-QIAN highway. By comparing the improved method for grey parameter calculation with the conventional method, it is proved that the modified GM(1,1) model has high accuracy and the prediction results agrees well with the actual behavior of the slope.
Keywords :
geotechnical engineering; grey systems; YU-QIAN highway; multilevel residual amendment; original grey model; slope disasters; slope system; Accuracy; Data engineering; Deformable models; Differential equations; Geology; Intelligent systems; Monitoring; Predictive models; Road transportation; Stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4914-9
Electronic_ISBN :
978-1-4244-4916-3
Type :
conf
DOI :
10.1109/GSIS.2009.5408269
Filename :
5408269
Link To Document :
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