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Computational design optimization in fluid dynamics usually requires to solve non-linear partial differential equations numerically. In this work, we explore a Bayesian optimization approach to minimize an object's drag coefficient in…

计算工程、金融与科学 · 计算机科学 2017-12-12 Stephan Eismann , Stefan Bartzsch , Stefano Ermon

Optimal control of turbulent mixed-convection flows has attracted considerable attention from researchers. Numerical algorithms such as Genetic Algorithms (GAs) are powerful tools that allow to perform global optimization. These algorithms…

计算工程、金融与科学 · 计算机科学 2020-09-25 M. Oulghelou , C. Beghein , C. Allery

We integrate a discrete vortex method with complex network analysis to strategize dynamic stall mitigation over a pitching airfoil with active flow control. The objective is to inform actuator placement and timing to introduce control…

流体动力学 · 物理学 2026-01-14 Het D. Patel , Yi Tsung Lee , Ashok Gopalarathnam , Chi-An Yeh

Recently, purpose-built analog hardware that can efficiently minimize the Ising energy and thereby solve a variety of combinatorial optimization problems has been receiving widespread attention. In this work, we show how multidimensional,…

无序系统与神经网络 · 物理学 2026-04-02 Marvin Syed , Richard Zhipeng Wang , Natalia G. Berloff

The wing structure of several insects, including dragonflies, is not smooth, but corrugated; its vertical cross-section consists of a connected series of line segments. Some previous studies have reported that corrugated wings exhibit…

流体动力学 · 物理学 2023-04-28 Yusuke Fujita , Makoto Iima

Several previous experimental and theoretical studies have shown that a leading edge vortex (LEV) on an airfoil or wing can provide lift enhancement. In this paper, unsteady 2D potential flow theory is employed to model the flow field of a…

流体动力学 · 物理学 2018-03-21 Xi Xia , Kamran Mohseni

In this work, the coupled dynamics of the gap flow and the vortex-induced vibration (VIV) on a side-by-side (SBS) arrangement of two circular cylinders is numerically investigated at moderate Reynolds number 100 < Re < 800. Of particular…

流体动力学 · 物理学 2023-07-19 B. Liu , R. K. Jaiman

Vortex-Induced Vibrations (VIVs) of cylindrical structures present significant challenges in various engineering applications, including marine risers, tall buildings, and renewable energy systems. Hence, it is vital to control…

系统与控制 · 电气工程与系统科学 2025-12-04 Soha Ilbeigi , Ashkan Bagherzadeh , Alireza Sharifi

Aerodynamic drag on flat-backed vehicles like vans and trucks is dominated by a low-pressure wake, whose control is critical for reducing fuel consumption. This paper presents an experimental study at $Re_W\approx 78,300$ on active flow…

In this article, we present a new data-driven shape optimization approach for implicit hydrofoil morphing via a polynomial perturbation of parametric level set representation. Without introducing any change in topology, the hydrofoil…

流体动力学 · 物理学 2023-01-16 Wrik Mallik , Rajeev K. Jaiman , Jasmin Jelovica

Tidal stream power generation represents a promising source of renewable energy. In order to extract an economically useful amount of power, tens to hundreds of tidal turbines need to be placed within an array. The layout of these turbines…

最优化与控制 · 数学 2014-10-14 George L. Barnett , Simon W. Funke , Matthew D. Piggott

Rigid link flapping mechanisms remain the most practical choice for flapping wing micro-aerial vehicles (MAVs) to carry useful payloads and onboard batteries for free flight due to their long-term durability and reliability. However, MAVs…

机器人学 · 计算机科学 2025-09-25 Shyam Sunder Nishad , Anupam Saxena

This paper proposes Drain-Vortex Optimization (DVO), a population-based metaheuristic for continuous optimization. DVO models each candidate solution as a particle moving in a multi-drain vortex field. Its update rule decomposes motion into…

神经与进化计算 · 计算机科学 2026-05-28 Mohsen Omidi , Brian Vaughan

Rotation has been recognized for its ability to decrease the extent of separate flow regions on the inner sections ofhorizontal-axis wind turbine blades. This alteration is often linked to centrifugal pumping. Nevertheless, studies focused…

流体动力学 · 物理学 2024-10-10 Pedro Rodrigues , Elmer Gennaro , Daniel Souza

Conservation voltage reduction(CVR) uses Volt-VAR optimization(VVO) methods to reduce customer power demand by controlling the feeders' voltage control devices. The objective of this paper is to present a VVO approach that controls the…

最优化与控制 · 数学 2019-12-10 Rahul Ranjan Jha , Anamika Dubey , Chen-Ching Liu , Kevin P. Schneider

Airfoil aerodynamic optimization based on single-point design may lead to poor off-design behaviors. Multipoint optimization that considers the off-design flow conditions is usually applied to improve the robustness and expand the flight…

流体动力学 · 物理学 2022-09-21 Yunjia Yang , Runze Li , Yufei Zhang , Haixin Chen

Accurate prediction of wake dynamics behind hydrofoils is critical for mitigating vortex-induced vibrations and improving the performance of hydraulic machinery. Conventional turbulence modeling approaches often struggle to capture the…

流体动力学 · 物理学 2026-01-30 Gabriele Gaiti , Chirag Trivedi , Kristian F. Sagmo

This contribution describes the implementation of a data--driven shape optimization pipeline in a naval architecture application. We adopt reduced order models (ROMs) in order to improve the efficiency of the overall optimization, keeping a…

数值分析 · 数学 2024-01-22 Nicola Demo , Giulio Ortali , Gianluca Gustin , Gianluigi Rozza , Gianpiero Lavini

This article focuses on feature-based underwater localization and navigation for autonomous underwater vehicles (AUVs) using 2D imaging sonar measurements. The sparsity of underwater acoustic features and the loss of elevation angle in…

机器人学 · 计算机科学 2022-03-08 Yang Xu , Ronghao Zheng , Senlin Zhang , Meiqin Liu

The vortex dynamics resulting from the interaction of synthetic jets with turbulent boundary layers was investigated experimentally using stereoscopic particle image velocimetry (SPIV). Three aspect ratio 18 rectangular orifice geometries…

流体动力学 · 物理学 2022-05-17 Joseph C. Straccia , John A. N. Farnsworth