A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
N-VALUE PREDICTION DEVICE AND METHOD USING DATA AUGMENTATION-BASED ARTIFICIAL INTELLIGENCE
The N-value prediction apparatus according to 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.
N-VALUE PREDICTION DEVICE AND METHOD USING DATA AUGMENTATION-BASED ARTIFICIAL INTELLIGENCE
The N-value prediction apparatus according to 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.
N-VALUE PREDICTION DEVICE AND METHOD USING DATA AUGMENTATION-BASED ARTIFICIAL INTELLIGENCE
VERFAHREN UND GERÄT ZUR VORHERSAGE DES N-WERTES UNTER VERWENDUNG KÜNSTLICHER INTELLIGENZ BASIEREND AUF DATENERWEITERUNG
DISPOSITIF ET PROCÉDÉ DE PRÉDICTION DE VALEUR N PAR INTELLIGENCE ARTIFICIELLE BASÉE SUR L'AUGMENTATION DES DONNÉES
KIM KWANG MYUNG (author) / PARK HYUONG JUNE (author) / LEE JAE BEOM (author) / PARK CHAN JIN (author)
2023-12-27
Patent
Electronic Resource
English
IPC:
G01N
Untersuchen oder Analysieren von Stoffen durch Bestimmen ihrer chemischen oder physikalischen Eigenschaften
,
INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
/
E02D
FOUNDATIONS
,
Gründungen
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
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