DEM simulation for draft force prediction of moldboard plow according to the tillage depth in cohesive soil

YS Kim, MAA Siddique, WS Kim, YJ Kim, SD Lee… - … and Electronics in …, 2021‏ - Elsevier
In the field of agricultural machinery, various empirical field tests are performed to measure
the design load for optimal design of tractors and implement. However, field test …

Development of DEM-MBD coupling model for draft force prediction of agricultural tractor with plowing depth

YS Kim, SD Lee, SM Baek, SY Baek, HH Jeon… - … and Electronics in …, 2022‏ - Elsevier
During agricultural tillage, draft force is the most important factor affecting the performance of
soil-machine system. In this study, a full-scale soil-tool-machine coupling model based on …

Machine learning-based draft prediction for mouldboard ploughing in sandy clay loam soil

V Mahore, P Soni, A Paul, P Patidar… - Journal of …, 2024‏ - Elsevier
Abstract Machine learning (ML) models are developed to predict draft for mouldboard
ploughs operating in sandy-clay-loam soil. The draft of tillage tools is influenced by soil cone …

Development of a real-time tillage depth measurement system for agricultural tractors: application to the effect analysis of tillage depth on draft force during plow tillage

YS Kim, TJ Kim, YJ Kim, SD Lee, SU Park, WS Kim - Sensors, 2020‏ - mdpi.com
The objectives of this study were to develop a real-time tillage depth measurement system
for agricultural tractor performance analysis and then to validate these configured systems …

Effect of plowing depth of tillage and forward speed on the performance of a medium size chisel plow operating in a sandy soil.

SA Al-Suhaibani, AE Ghaly - 2010‏ - cabidigitallibrary.org
Problem statement: Tillage is a process of creating a desirable soil condition for seed
germination and growth. The tillage of soil is considered to be one of the biggest farm …

Influence of tillage depth, penetration angle and forward speed on the soil/thin-blade interaction force

A Moeinfar, SR Mousavi-Seyedi… - Agricultural Engineering …, 2014‏ - cigrjournal.org
In this study, an experimental investigation regarding the influence of three independent
variables including tillage depth (10, 15, 20 cm), angle of attack (60, 75, 90 degrees) and …

[HTML][HTML] Analysis of the effect of tillage depth on the working performance of tractor-moldboard plow system under various field environments

YS Kim, SD Lee, SM Baek, SY Baek, HH Jeon, JH Lee… - Sensors, 2022‏ - mdpi.com
The purpose of this study was to analyze the tillage depth effect on the tractor-moldboard
plow systems in various soil environments and tillage depths using a field load …

A comparative study between mathematical models and the ANN data mining technique in draft force prediction of disk plow implement in clay loam soil

SM Shafaei, M Loghavi, S Kamgar - … Engineering International: CIGR …, 2018‏ - cigrjournal.org
This paper communicates the prediction of required draft force of disk plow implement
during tillage operations. The well-known mathematical model proposed by American …

Draught force prediction from soil relative density and relative water content for a non-winged chisel blade using finite element modelling

M Arefi, SH Karparvarfard, H Azimi-Nejadian… - Journal of …, 2022‏ - Elsevier
This study aims to develop a model for prediction of the draught force of a new narrow non-
winged chisel blade as a function of tillage depth (d), forward speed (v), soil relative water …

Appraisal of Takagi-Sugeno-Kang type of adaptive neuro-fuzzy inference system for draft force prediction of chisel plow implement

SM Shafaei, M Loghavi, S Kamgar - Computers and Electronics in …, 2017‏ - Elsevier
Required draft force of chisel plow implement during tillage operations was
comprehensively apprised. Field experiments were carried out at three levels of plowing …