Category: Engineering

Design geometry of the suggested biosensor

The suggested biosensor underwent a detailed analysis employing the finite element method (FEM) with perfectly matched layers (PML) via COMSOL Multiphysics 6.2 software, ensuring precision and reliability…

The study aims to improve the ML model by using SMOTE to handle imbalanced datasets and ACO hyperparameter tuning to optimize performance and accuracy in student academic prediction. Three ML classifiers are used as the classification algorithms….

Hence, these methods can create an effective cybersecurity strategy for EVS systems. We conducted this study in Python using the Google Colab Pro platform. We preferred the robust hardware infrastructure supported by NVIDIA’s A100 GPU, which…

Machine-tractor units (MTU) are the technical base for the practical implementation of agricultural cultivation technology. Among their characteristics, one of the most important is performance (\(\:W\)). Essentially, this indicator is a function…

The present study explores optimal turning conditions for machining Inconel 825 using a tungsten carbide tool through a combination of experimental and numerical approaches. To provide precise thermal measurements, transient temperature changes…

Experimental datasets and model parameters

Experimental datasets

In this study, fault data from rolling bearings was obtained from two widely recognized datasets: the CWRU dataset⁴⁹ and the JNU dataset, both of which are crucial for research in…

Bioreactor design and fabrication

Our 3D-PBR design attempts to mimic the vascular and MS compartments of the BM, as depicted in Fig. 1a. The MS compartment of the BM contains MSCs, which upon seeding proliferate initially and then later…

Similar simulation model design

The test is based on the 52,307 large mining height working face of Daliuta Coal Mine, the design mining height of the 52,307 working face is 6.8 m, and the coal seam mining thickness in the test is designed to be…