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DeepJEB: 3D Deep Learning-Based Synthetic Jet Engine Bracket Dataset
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Recent advances in artificial intelligence (AI) have impacted various fields, including mechanical engineering. However, the development of diverse, high-quality datasets for structural analysis remains a challenge. ...
Integrated Decision Making in Electric Vehicle and Charging Station Location Network Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A major barrier in consumer adoption of electric vehicles (EVs) is “range anxiety,†the concern that the vehicle will run out of power at an inopportune time. Range anxiety is caused by the current relatively low ...
Decomposition Based Design Optimization of Hybrid Electric Powertrain Architectures: Simultaneous Configuration and Sizing Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Effective electrification of automotive vehicles requires designing the powertrain's configuration along with sizing its components for a particular vehicle type. Employing planetary gear (PG) systems in hybrid electric ...
Autonomous Electric Vehicle Sharing System Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Car sharing services promise “green” transportation systems. Two vehicle technologies offer marketable, sustainable sharing: autonomous vehicles (AVs) eliminate customer requirements for car pick-up and return, and battery ...
Robustness and Real Options for Vehicle Design and Investment Decisions Under Gas Price and Regulatory Uncertainties
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Manufacturers must decide when to invest and launch a new vehicle segment or how to redesign vehicles existing segment under market uncertainties. We present an optimization framework for redesigning or investing in future ...