Estimation of Axle Torque for an Agricultural Tractor Using an Artificial Neural Network

Estimation of Axle Torque for an Agricultural Tractor Using an Artificial Neural Network

The objective of this study was to develop a model to estimate the axle torque (AT) of a tractor using an artificial neural network (ANN) based on a relatively low-cost sensor. ANN has proven to be useful in the case of nonlinear analysis, and it can be applied to consider nonlinear variables such a...

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Bibliographic Details
Main Authors: Wan-Soo Kim, Dae-Hyun Lee, Yong-Joo Kim, Yeon-Soo Kim, Seong-Un Park
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
agricultural tractor
axle torque
soil physical properties
multiple regression
artificial neural network
Online Access:https://www.mdpi.com/1424-8220/21/6/1989

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