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RISAbrasive Wear Prediction of Three-Dimensional Printed PEEK Using Artificial Neural Network
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Machine learning is a cutting-edge technology that stands out among the various artificial intelligence offerings with its exceptional ability to comprehend intricate processes in computational tools. The optimization of ...
Performance Analysis of Novel Solar Dryer With Optimal Tilt Angle
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This study investigates the performance and economic aspects of a novel natural convection solar dryer designed for drying tomato slices. The dryer, featuring a floor area of 0.45×0.80m2 with a north–south orientation, ...
Experimental Investigation on Heat Transfer and Friction Factor in Open Matrix Subchannels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Matrix cooling has opened new possibilities for enhancing the convective heat transfer coefficients without compromising upon the structural rigidity and the life of the gas turbine blade at elevated temperatures. However, ...
Predictive Modeling of Real Contact Area on Rough Surfaces Using Deep Artificial Neural Network
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A computational approach employing the boundary element method (BEM) and a deep artificial neural network (ANN) is proposed to accurately predict the real contact area (RCA) for rough surfaces. A BEM-generated dataset is ...
Topography Analysis of Random Anisotropic Gaussian Rough Surfaces
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Engineered surfaces (ground and similarly structured rough surfaces) show anisotropic characteristics and their topography parameters are direction dependent. Statistical characterization of these surfaces is still complex ...
Assessment of Topography Parameters During Running-In and Subsequent Rolling Contact Fatigue Tests
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Rolling contact fatigue (RCF) is one of the major problems observed in gear mechanisms, which leads to high friction, ultimately resulting in high energy consumption. This paper demonstrates the evolution of surface ...
Assessment of Topography Parameters During Running-In and Subsequent Rolling Contact Fatigue Tests
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Rolling contact fatigue (RCF) is one of the major problems observed in gear mechanisms, which leads to high friction, ultimately resulting in high energy consumption. This paper demonstrates the evolution of surface ...
Comparative Analysis of Heat Transfer and Fluid Flow in Circular and Rhombus Pin Fin Heat Sink Using Nanofluid
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Numerical investigation has been carried out to compare the heat transfer performance and fluid flow behavior of microchannel heat sinks with circular and rhombus pin fins which are arranged in an in-line manner. Diameter ...
Heat Transfer Characteristics Within the Matrix Cooling Channels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Matrix or latticework cooling has become a new area of research due to its advantage of providing a structural rigidity to the fragile structures like gas turbine blades, electronic components or circuitries, and compact ...
Melting and Heat Transfer Characteristics of Phase Change Material: A Comparative Study on Wire Mesh Finned Structure and Other Fin Configurations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In the present paper, a two-dimensional transient numerical study has been performed to investigate the influence of different fin designs on the melting and heat transfer characteristics of a phase change material (PCM), ...