ESTIMATION OF COMPRESSIONAL AND SHEAR WAVE VELOCITIES USING ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM, IN SOME OF DAM SITES IN SOUTH WEST OF IRAN

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REZAEI FARZANEH; JALALI ADRIN; MEMARIAN HOSSEIN

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Journal: JOURNAL OF THE EARTH Year:2012 | Volume:7 | Issue:24 Page(s): 81-96

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Title

ESTIMATION OF COMPRESSIONAL AND SHEAR WAVE VELOCITIES USING ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM, IN SOME OF DAM SITES IN SOUTH WEST OF IRAN

Author(s)

REZAEI FARZANEH | JALALI ADRIN | MEMARIAN HOSSEIN | Issue Writer Certificate

Keywords

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEMSQ2

DAMQ2

ASMARI FORMATIONQ2

COMPRESSIONAL WAVE VELOCITYQ2

SHEAR WAVE VELOCITYQ2

Abstract

A great number of engineering constructions are located on ASMARI FORMATION, but unfortunately, geomechanical data gathered during the construction of these projects, is never used in future projects located on this formation. One of the objectives of the present paper is to find a new methodology to make it possible to use this huge amount of data, in order to decrease the cost and increase the efficiency of next geomechanical explorations. The other objective of this study is to evaluate the performance of Adaptive Neuro-Fuzzy Inference System in modeling and estimating of compressional and shear wave velocities. At first, the geomechanical laboratory tests results of the samples of 7 DAMsites located on this formation were gathered. Then, by means of statistical methods, appropriate independent variables and datasets were selected. At last, ANFIS method was employed to predict the compressional and shear wave velocities. The obtained results show that Adaptive Neuro-Fuzzy Inference System can be successfully used in estimation of wave velocities. Also, using the methodology presented in this paper, data gathered in former geomechanical explorations can be used in future ones, in order to optimize the exploration process.

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APA: Copy

REZAEI, FARZANEH, JALALI, ADRIN, & MEMARIAN, HOSSEIN. (2012). ESTIMATION OF COMPRESSIONAL AND SHEAR WAVE VELOCITIES USING ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM, IN SOME OF DAM SITES IN SOUTH WEST OF IRAN. JOURNAL OF THE EARTH, 7(24), 81-96. SID. https://sid.ir/paper/193005/en

Vancouver: Copy

REZAEI FARZANEH, JALALI ADRIN, MEMARIAN HOSSEIN. ESTIMATION OF COMPRESSIONAL AND SHEAR WAVE VELOCITIES USING ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM, IN SOME OF DAM SITES IN SOUTH WEST OF IRAN. JOURNAL OF THE EARTH[Internet]. 2012;7(24):81-96. Available from: https://sid.ir/paper/193005/en

IEEE: Copy

FARZANEH REZAEI, ADRIN JALALI, and HOSSEIN MEMARIAN, “ESTIMATION OF COMPRESSIONAL AND SHEAR WAVE VELOCITIES USING ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM, IN SOME OF DAM SITES IN SOUTH WEST OF IRAN,” JOURNAL OF THE EARTH, vol. 7, no. 24, pp. 81–96, 2012, [Online]. Available: https://sid.ir/paper/193005/en

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