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Title: | Model-free closed-loop control of flow past a bluff body : methods, applications, and emerging trends | Authors: | Ren, F Wen, X Tang, H |
Issue Date: | Dec-2024 | Source: | Actuators, Dec. 2024, v. 13, no. 12, 488 | Abstract: | Flow past one or multiple bluff bodies is almost ubiquitous in nature and industrial applications, and its rich underlying physics has made it one of the most typical problems in fluid mechanics and related disciplines. The search for ways to control such problems has attracted extensive attention from both the scientific and engineering fields, as this could potentially bring about benefits such as reduced drag, mitigated noise, suppressed vibration, and enhanced heat transfer. Flow control can be generally categorized into passive and active approaches, depending on whether there is an external energy input to the flow system. Active control is further divided into open-loop approaches and closed-loop approaches, depending on whether the controller depends on feedback signals extracted from the flow system. Unlike in many other applications of passive flow control and open-loop active flow control, theoretically advantageous closed-loop controls are quite rare in this area, due to the complicated features of flow systems. In this article, we review the recent progress in and future perspectives of flow past a single or multiple bluff bodies using model-free closed-loop control so as to outline the state-of-the-art research, determine the physical rationale, and point to some future research directions in this field. | Keywords: | Active flow control Flow past a bluff body Machine learning |
Publisher: | Multidisciplinary Digital Publishing Institute (MDPI) | Journal: | Actuators | ISSN: | 2076-0825 | DOI: | 10.3390/act13120488 | Rights: | Copyright: © 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). The following publication Ren, F., Wen, X., & Tang, H. (2024). Model-Free Closed-Loop Control of Flow Past a Bluff Body: Methods, Applications, and Emerging Trends. Actuators, 13(12), 488 is available at https://doi.org/10.3390/act13120488. |
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