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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 ...
Abrasive 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 ...
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, ...
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 ...