Author

R. R. Magalhães

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Review Open access Jul 2026

Discrete Element Method in Agricultural Machinery Design: A Critical Review of Applications, Validation Practices, and Implementation Challenges

The discrete element method (DEM) has become an important numerical tool for investigating the interactions between agricultural machinery and granular agricultural materials. By enabling the analysis of particle-scale dynamics and macroscopic system behavior, the DEM provides valuable support for the design, optimizat...

Gustavo Dorota Carreiro de Mello, R. R. Magalhães, Fernando Elias de Melo Borges · Modelling · 0 citations

Open access Aug 2026

Integrating Finite Element Analysis and Machine Learning for Predictive Analysis of the Useful Life of Industrial Cutting Blades: A Case Study

This study presents a hybrid methodology that integrates finite element method (FEM) simulations with machine learning to create a highly efficient surrogate model capable of predicting the fatigue life of industrial cutting blades. Initially, an FEM analysis (Ansys v14.5) identifies von Mises stress as the main fail...

Jéssica de Castro Trombine, Luiz Carlos Brandão, E. T. de Andrade et al. · AI Computer Science and Robo... · 0 citations