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N value estimation method for hydraulic excavator in real time by using logistic regression model | IEEE Conference Publication | IEEE Xplore

N value estimation method for hydraulic excavator in real time by using logistic regression model


Abstract:

In this paper, we proposed a real time soil estimation method during hydraulic excavation by using a logistic regression model. First, we collected digging data on the sa...Show More

Abstract:

In this paper, we proposed a real time soil estimation method during hydraulic excavation by using a logistic regression model. First, we collected digging data on the same landform. The soil quality estimation model was identified from the obtained information. Then, soil quality estimation was performed using evaluation data not used for the model. As a result, it was possible to estimate everything accurately, and the validity of the model was verified.
Date of Conference: 05-08 December 2017
Date Added to IEEE Xplore: 26 March 2018
ISBN Information:
Conference Location: Macau, Macao

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