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Advancing Turbomachinery Meanline Modeling and Optimization With Automatic Differentiation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Meanline modeling is vital in turbomachinery design process, enabling accurate and computationally efficient performance analysis and design optimization. In gradient-based optimization, accurate derivatives are ...
Equation-Oriented and Black-Box Design Optimization of Axial Turbines Using Gradient-Based and Gradient-Free Algorithms
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Meanline modeling provides an effective tool for preliminary turbomachinery design, yet its integration with black-box optimization frameworks is often hindered by high computational costs and potential convergence ...
Equation-Oriented Meanline Method for Axial Turbine Performance Prediction Under Choking Conditions
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Meanline models play a crucial role in turbine design and system-level analyses, facilitating rapid evaluation of design concepts and prediction of off-design performance. Most of the existing meanline methods are inadequate ...
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