Predictive modelling of sweep's specific draft using machine learning regression approaches

• Published in: Soil use and management Vol. 40; no. 1
• Main Authors: Gautam, Prem Veer, Agrawal, Kamal Nayan, Roul, Ajay Kumar, Mansuri, Shekh Mukhtar, Subeesh, A.
• Format: Journal Article
• Language: English
• Published: 01.01.2024
• Subjects: ANN; boosted trees; machine learning; soil‐tool interaction; specific draft; tillage tools

Modelling and optimizing soil‐tool interaction parameters for tillage operations is crucial for developing efficient and precise tools. This study focused on a specific draft of sweep tools in the soil bin filled with vertisol, considering factors such as tool geometry, cone index, working depth and...