基于HHT分析的立管射流影响区压力表征研究

IF 6.1 1区 工程技术 Q2 ENERGY & FUELS
Zhi-Hang Zheng , Jun-Nan Ma , Zi-Han Yan , Chun-Xi Lu
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引用次数: 0

摘要

通过大型冷模试验,采用Hilbert-Huang分析(HHT)对提升管反应器射流影响区内的压力脉动信号进行了处理。比较了不同射流形式和工作条件对本征模态函数(IMF)能量和Hilbert-Huang谱的影响。结果表明,在上下射流的影响下,压力脉动信号的IMF能量和Hilbert-Huang谱存在显著差异。此外,射流速度的变化也会导致IMF能量和Hilbert-Huang谱的显著变化。其中,高频压力脉动对应的能量值和能量比例与射流速度具有较好的相关性。在此基础上,利用k均值聚类算法对原始压力信号高频范围内的能量值和能量占比数据进行聚类分析。基于聚类结果,可以将立管射流影响区划分为三个区域。从分配结果来看,引入向下倾斜射流可以有效改善提升管进料喷射区气固混合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pressure characterization study in the jet influence zone of riser based on HHT analysis
By large-scale cold mold experiments, pressure pulsation signals within the jet influence zone of riser reactor are processed by using Hilbert-Huang analysis (HHT) in this study. Effects of different jet forms and operating conditions on the intrinsic mode function (IMF) energy and Hilbert-Huang spectrum are compared. Results show that the IMF energy and Hilbert-Huang spectrum of pressure pulsation signals show significant differences under the influence of upward and downward jets. Moreover, the change of jet velocity will also lead to significant changes in IMF energy and Hilbert-Huang spectrum. Among them, energy values and energy proportions corresponding to high-frequency pressure pulsations show a good correlation with the jet velocity. On this basis, energy value and energy proportion data in the high frequency range of the original pressure signal are clustered and analyzed by using the K-means clustering algorithm. Based on clustering results, the jet influence zone of riser can be defined into three regions. From partitioning results, it is found that the introduction of downward inclined jets could effectively improve the gas-solid mixing in the feed injection zone of riser.
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来源期刊
Petroleum Science
Petroleum Science 地学-地球化学与地球物理
CiteScore
7.70
自引率
16.10%
发文量
311
审稿时长
63 days
期刊介绍: Petroleum Science is the only English journal in China on petroleum science and technology that is intended for professionals engaged in petroleum science research and technical applications all over the world, as well as the managerial personnel of oil companies. It covers petroleum geology, petroleum geophysics, petroleum engineering, petrochemistry & chemical engineering, petroleum mechanics, and economic management. It aims to introduce the latest results in oil industry research in China, promote cooperation in petroleum science research between China and the rest of the world, and build a bridge for scientific communication between China and the world.
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