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Low-Order Modeling: Design

ORAL · J28 · ID: 1765558

Presentations

  • Design Optimization and Uncertainty Quantification of a Dual Airfoil System

    ORAL

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    Presenters

    • John Rekos

      Pennsylvania State University

    Authors

    • John Rekos

      Pennsylvania State University

    • Yuanwei Bin

      Pennsylvania State University & Peking University, Pennsylvania State University

    • Xiang Yang

      Pennsylvania State University, The Penn State Department of Mechanical Engineering, Penn State Department of Mechanical Engineering

    View abstract →

  • Bayesian design optimization of a BLI propulsion fan with regenerative air brake for electric passenger aircraft

    ORAL

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    Publication: [1]WORKING PAPER DEVELOPED FOR THE 38th ICAO ASSEMBLY SeptOct 2013, "Reducing Emissions from Aviation through Carbon-Neutral Growth from 2020<br>[2]Akira Nishizawa, et al. "Flight demonstration of Electric Aircraft Technology for Harmonized Ecological Revolution (FEATHER)", 2018<br>[3]Airbus. AIRCRAFT CHARACTERISTICS AIRPORT AND MAINTENANCE PLANNING, 2005<br>[4] Wu, Long, et al. "Low-Noise Blade Design Optimization for a Transonic Fan Using Adjoint-Based Approach.", 2022<br>[5] Masashi Nishikata, et al. Easy-to-understand wind power generation, 2013<br>[6] H.I.H Saravanamuttoo, et al., Gas Turbine Theory, 2017<br>[7] Shinichi Oda, et al. Research of electric power regeneration using automotive cooling fan, 2015<br>[8] Taguchi Hideyuki, et al. Performance and Weight Estimation of Next Generation Jet Engines, 2021<br>[9] Carl Edward Rasmussen, et al. Gaussian Processes for Machine Learning,2005<br>[10]Budziszewski, Nils, and Jens Friedrichs. "Modelling of a boundary layer ingesting propulsor.", 2018<br>[11]Habermann, Anaïs Luisa, Anubhav Gokhale, and Mirko Hornung. "Numerical investigation of the effects of fuselage upsweep in a propulsive fuselage concept.", 2021<br>[12]Rodriguez, David L. "Multidisciplinary optimization method for designing boundary-layer-ingesting inlets.", 2009

    Presenters

    • Ryo Iijima

      Tohoku University

    Authors

    • Ryo Iijima

      Tohoku University

    • Koji Shimoyama

      Kyushu University

    • Shigeru Obayashi

      Tohoku University

    View abstract →

  • Toward automatic CFD of flow through a blade passage using deep reinforcement learning

    ORAL

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    Publication: Non-iterative generation of an optimal mesh for a blade passage using deep reinforcement learning (submitted)<br>Toward automatic CFD of flow through a blade passage using deep reinforcement learning (planned)

    Presenters

    • Innyoung Kim

      Pohang Univ of Sci & Tech

    Authors

    • Innyoung Kim

      Pohang Univ of Sci & Tech

    • Sejin Kim

      Pohang Univ of Sci & Tech

    • Donghyun You

      Pohang Univ of Sci & Tech

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  • CNN Embedded Topology Optimization framework for Designing Channel Flow Layouts

    ORAL

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    Publication: Wang, M. L., Zheng, L. J., Bae, S., & Kang, H. W. (2023). Comprehensive performance enhancement of conformal cooling process using thermal-load-based topology optimization. Applied Thermal Engineering, 227, 120332.

    Presenters

    • Min Liang Wang

      Chonnam National University

    Authors

    • Min Liang Wang

      Chonnam National University

    • Hyun Wook Kang

      Chonnam National University

    View abstract →