PREDICTION APPARATUS AND METHOD FOR N VALUE USING ARTIFICIAL INTELLIGENCE AND DATA AUGMENTATION

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United States of America Patent

APP PUB NO 20240152796A1
SERIAL NO

17775039

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Abstract

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An N-value prediction apparatus according to an embodiment of the present invention includes a hypothetical learning data augmentation unit, based on an actual N-value measured at an actual location according to the Standard Penetration Test through drilling investigation, generating at least one of hypothetical N-values corresponding to a preset hypothetical point based on the actual location, an N-value prediction model learning unit learning ground characteristic data corresponding to each of the actual location and the hypothetical point by artificial intelligence, the ground characteristic data including the actual N-value and the hypothetical N-values, and an N-value prediction result calculation unit predicting an N-value at an arbitrary prediction target point by using an N-value prediction model generated by artificial intelligence learning executed in the N-value prediction model learning unit.

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HYUNDAI ENGINEERING CO LTD75 YULGOK-RO JONGNO-GU SEOUL 03058

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
KIM, Kwang Myung Gyeonggi-do, KR 6 8
LEE, Jae Beom Seoul, KR 5 1
PARK, Chan Jin Seoul, KR 13 12
PARK, Hyuong June Seoul, KR 1 0

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