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RISPredictive 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 ...
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 ...
Wind Profiler Observations of Vertical Motion and Precipitation Microphysics of a Tropical Squall Line
Publisher: American Meteorological Society
Abstract: Data from a wind profiler located at Darwin, Australia, have been used to examine the vertical motions and precipitation microphysics in a well-developed squall line. Both a mature and developing convective cell are well ...
CORRIGENDUM
Publisher: American Meteorological Society
Vertical Velocity Characteristics of Deep Convection over Darwin, Australia
Publisher: American Meteorological Society
Abstract: Continuous vertical velocity measurements using a 50-MHz wind profiler located at Darwin in northern Australia during periods of active convection have been analyzed. This dataset is dominated by continental-type convection. ...
Numerical Simulations of a Freely Falling Rigid Sphere in Bounded and Unbounded Water Domains
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Numerical studies were conducted on the hydrodynamics of a freely falling rigid sphere in bounded and unbounded water domains to investigate the drag coefficient, normalized velocity, pressure coefficient, and skin friction ...
Load Recovery in Components Based on Dynamic Strain Measurements
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper presents a modeling approach for estimating time varying loads acting on a component from experimental strain measurements. The strain response of an elastic vibrating system is written as a linear superposition ...