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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Publication Details

Journal
Petroleum Science
Published
2025-04-17
DOI
https://doi.org/10.1016/j.petsci.2025.04.015
Primary Topic
Nuclear Engineering Thermal-Hydraulics
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article
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Pressure characterization study in the jet influence zone of riser based on HHT analysis

Zihan Yan, J. Ma, Chunxi Lu, Z. Zheng
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Petroleum Science
Nuclear Engineering Thermal-Hydraulics
article

Pressure characterization study in the jet influence zone of riser based on HHT analysis

Zihan Yan, J. Ma, Chunxi Lu, Z. Zheng
article en

Abstract

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.

Petroleum ScienceVol. 22(7)
China University of Petroleum, Beijing (CN), China University of Mining and Technology (CN), China Aerospace Science and Technology Corporation (CN)
Climate action
Openalex Percentile: Top 90%
Nuclear Engineering Thermal-Hydraulics
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Pressure characterization study in the jet influence zone of riser based on HHT analysis — Zihan Yan, J. Ma, et al. · Petroleum Science (2025) | TGRS Research Map | TGRS