Application of Artificial Intelligence in Predicting Ground Settlement on Earth Slope.

Autor: Mamat, Rufaizal Che, Kasa, Anuar, Mohd Razali, Siti Fatin, Samad, Abd Manan, Ramli, Azuin, Mat Yazid, Muhamad Razuhanafi
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Zdroj: AIP Conference Proceedings; 2019, Vol. 2138 Issue 1, p040015-1-040015-6, 6p, 1 Chart
Abstrakt: Ground settlement is the main factor in slope stability. This paper reviews the application of artificial intelligence (AI) in predicting the slope ground settlement. The objective of this paper is to discuss the application of AI in three categories i.e. i) ANN, ii) ANFIS and iii) hybrid model which includes research reports over the last ten years. Additionally future research proposals are presented. ANN is a predictive tool that is often used instead of ANFIS because of its nonlinear behavior. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index