The employment of air-cooled BTMS holds promising results in the case of thermal management and overall performance enhancement. The accurate management of airflow management helped in efficient cooling, enabling optimal operating temperatures to…
Category: Engineering
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Predicting the interfacial tension of CO2 and NaCl aqueous solution with machine learning
Dataset
In machine learning, the quality and quantity of the dataset are important factors in terms of model development and performance. An experimental dataset consisting of 1254 data points of IFT for a CO2 fluid-NaCl aqueous solution over a…
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Analysis of electromagnetic coupling between two compartments of an aircraft cabin through an aperture
Considering aerodynamics, the classic shape of the aircraft cabin shell is generally designed as a cylindrical shape, as shown in Fig. 1. There are also separate compartments inside the cabin. The two adjacent compartments are physically…
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Evaluating the strength properties of high-performance concrete in the form of ensemble and hybrid models using deep learning techniques
Data initialization
The dataset of 191 HPC mixtures, collected from38, required preprocessing to ensure data quality and consistency. Missing values, present in less than 5% of the entries (mainly for superplasticizer and fly ash), were imputed…
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Effect of alkali treatment on physicochemical and microstructural properties of false banana fiber
Fiber density and diameter
The diameter and density of untreated FBF were compared with the fiber treated with NaOH at the optimum treatment conditions of 6.3 w/v%, 80.6 oC, and 60 min. The optical microscopic images of untreated and…
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Underwater fiber laser removal of synthetically cultured Caulobacter crescentus biofilms on aluminium using response surface methodology
In underwater laser treatment, several physical mechanisms likely help remove biofilm. First, thermal stress arises from rapid surface heating, causing expansion that loosens biofilm attachment16. Next, cavitation occurs when vapor bubbles form…
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The effect of artificial aging after multi-directional forging of supersaturated AA2024
Microstructure
MDF deformation of AA2024 alloy at room temperature
In this section, the samples are first dissolved at 500 °C to investigate the effect of the MDF process on the AA2024 alloy. Figure 3(a, b) present optical micrographs of the…
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A radon transform-based method for line spectrum enhancement of vector hydrophone LOFAR spectrograms under low SNR conditions
LOFAR spectrum is an important form of low frequency line spectrum of underwater acoustic target. It is of great significance for passive sonar target detection and recognition to improve the ability of extracting the line in LOFAR. However, due…
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Advancing crop recommendation system with supervised machine learning and explainable artificial intelligence
The present section examines existing research about the use of emerging technologies for crop recommendation systems in particular and agriculture in general.
To optimize crop production4, has proposed a crop prediction model that uses 15 ML…
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The effect of amorphous Si3N4 nanoparticles and magnetized distilled water on the mechanical properties and infrared transmittance of α-Al2O3
Wang, S. F. et al. Transparent ceramics: processing, materials and applications. Prog. Solid State Chem. 41 (1–2), 20–54. https://doi.org/10.1016/j.progsolidstchem.2012.12.002 (2013).
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