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 …

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 …

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 …

[HTML][HTML] Potential assessment of neuro-fuzzy strategy in prognostication of draft parameters of primary tillage implement

SM Shafaei, M Loghavi, S Kamgar… - Annals of Agrarian Science, 2018 - Elsevier
This study investigates potential of neuro-fuzzy strategy in prognostication of draft
parameters of primary tillage implement. To this aim, computer simulation environment of …

[HTML][HTML] Reliable execution of a robust soft computing workplace found on multiple neuro-fuzzy inference systems coupled with multiple nonlinear equations for …

SM Shafaei, M Loghavi, S Kamgar - Artificial Intelligence in Agriculture, 2019 - Elsevier
Tendency towards computer simulations linked to agricultural machinery has enormously
increased in recent years. In this regard, the principal contribution of current research was to …

Development of an adjustable safety lock with glass and plastic rods used for a reversable plow

AB Kudzaev, AE Tsgoev, DV Tsgoev… - … Series: Earth and …, 2020 - iopscience.iop.org
The article deals with a design of the adjustable lightweight safety device made from
composite materials and used for reversible plows. Initially, a design scheme was …

The Development of a Draft Force Prediction Model for Agricultural Tractors Based on the Discrete Element Method in Loam and Clay Loam

BM Bae, YS Kim, WS Kim, YJ Kim, SD Lee, TJ Kim - Agriculture, 2023 - mdpi.com
In the field of agricultural machinery, various empirical field tests are conducted to measure
design loads for the optimal design and implementation of tractors. However, conducting …

Statistical modelling of a tractor tractive performance during ploughing operation on a tropical Alfisol

EA Alhassan, JO Olaoye, AF Lukman… - Open …, 2024 - degruyter.com
Tractor is the most prominent off-road agricultural machinery that is significant to the global
food security. The tractive modelling of tyre–soil interaction and agricultural implement …

[PDF][PDF] Predicting and optimizing tillage draft using artificial network technique

Y Shehta, N Awady, AF Kabany… - Arab Universities …, 2023 - ajs.journals.ekb.eg
Machine learning models, Artificial neural network, Tillage performance, Energy needs,
draught Tillage as one of the agricultural practices consumes the largest amount of energy …

Interactive computer application for predicting performance indicators of a tractor-chisel plow system in C-sharp environment

AM Aboukarima - Misr Journal of Agricultural Engineering, 2016 - journals.ekb.eg
An interactive computer application in C-Sharp language was developed to predict the
performance indicator of a tractor-chisel plow system. Moreover, the purpose of such …