Machine-Learning-Based Reconstruction of Turbulent Vortices From Sparse Pressure Sensors in a Pump Sump
Author:
Affiliation:
1. Department of Mechanical and Aerospace Engineering, University of California, Los Angeles , Los Angeles, CA 90095
2. Fundamental Technologies, R&D Department, Ebara Corporation , Tokyo 144-8510, Japan
Abstract
Publisher
ASME International
Subject
Mechanical Engineering
Link
https://asmedigitalcollection.asme.org/fluidsengineering/article-pdf/144/12/121501/6911748/fe_144_12_121501.pdf
Reference51 articles.
1. Active Flow Control of a Pump-Induced Wall-Normal Vortex With Steady Blowing;ASME J. Fluids Eng.,2020
2. Study of Cavitation Instabilities in Double-Suction Centrifugal Pump;Int. J. Fluid Mach. Syst.,2014
3. Flow Characteristics in a V-Shaped Region of a Suction Performance Curve in a Double-Suction Centrifugal Pump;Int. J. Fluid Mach. Syst.,2019
Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Super-resolution analysis via machine learning: a survey for fluid flows;Theoretical and Computational Fluid Dynamics;2023-06-16
2. Data reconstruction for complex flows using AI: Recent progress, obstacles, and perspectives;Europhysics Letters;2023-04-01
3. Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learning;Theoretical and Computational Fluid Dynamics;2023-04
4. Data-Driven Dynamical System Models of Roughness-Induced Secondary Flows in Thermally Stratified Turbulent Boundary Layers;Journal of Fluids Engineering;2023-03-13
5. A deep-learning approach for reconstructing 3D turbulent flows from 2D observation data;Scientific Reports;2023-02-13
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3