Adaptive neuro fuzzy inference system for estimating particle diameter of soils in micro structure for varying quantities of sodium hexametaphosphate
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Tarih
2010
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In the present study, 0, 10, 20, 30, 40, 50 and 60 g. Sodium hexametaphosphate (NaPO3) suspensions were prepared for hydrometer tests. After the completion of the tests, the particle diameters of the soil were calculated for each hydrometer reading at time intervals of (0, 1, 2, 5, 10, 15, 30, 60, 120 and 260 min). A model was developed using an adaptive neuro-fuzzy inference system (ANFIS) to predict the particle diameter of soil for different cases without the need for a test. The quantities of the NaPO3 and the hydrometer reading times were used as inputs in the model. Test results and predicted outcomes were compared and high correlations were obtained. © 2010 Academic Journals.
Açıklama
Anahtar Kelimeler
ANFIS, Hydrometer Test, Particle Diameters, Soil Mechanics
Kaynak
Scientific Research and Essays
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
5
Sayı
8
