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Modeling of Supercritical CO2 Flow Through Short Tube Orifices
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The transcritical cycle of carbon dioxide (CO2) is a promising alternative approach to heat pumps and automobile air conditioners. As an expansion device, the short tube orifice in a transcritical ...
Nonlinear Stability of Differential Surge Chambers
Publisher: American Society of Civil Engineers
Abstract: Surge oscillations in a differential surge chamber have two degrees of freedom and are characterized by nonlinearities. The linear approximation provides stability criteria for small perturbations around the equilibrium ...
Subsurface Object 3D Modeling Based on Ground Penetration Radar Using Deep Neural Network
Publisher: ASCE
Abstract: In numerous infrastructure health monitoring and inspection applications, swift and precise three-dimensional reconstruction of subsurface objects from ground penetrating radar (GPR) data is of critical importance, ...
Network Modeling of Fin-and-Tube Evaporator Performance Under Dry and Wet Conditions
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A new neural network modeling approach to the evaporator performance under dry and wet conditions has been developed. Not only the total cooling capacity but also the sensible heat ratio and ...
A Generalized Neural Network Model of Refrigerant Mass Flow Through Adiabatic Capillary Tubes and Short Tube Orifices
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Adiabatic capillary tubes and short tube orifices are widely used as expansive devices in refrigeration, residential air conditioners, and heat pumps. In this paper, a generalized neural network ...
Design of a Rut-Resistant Asphalt Mixture Using the Simplified Multilevel Mixing Method
Publisher: American Society of Civil Engineers
Abstract: The multilevel mixing method for aggregate gradation design was optimized based on the division of the functions of coarse and fine aggregates. The mixing procedures were simplified. The mixing process for fine aggregates ...
Movement Nature of Speed-Flow Relationship on Congested Expressway
Publisher: American Society of Civil Engineers
Abstract: The nature of congested traffic flow has been not fully understood until now. An isolated bottleneck on the expressway generally influences a limited segment length, which means attenuation effects of the bottleneck on ...