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论文:2022,Vol:40,Issue(4):771-777 |
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引用本文： |
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刘雁, 李宇宸, 耿金成, 肖军. 基于EWT的离心压缩机出口动态压力单重分形特征研究[J]. 西北工业大学学报 |
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LIU Yan, LI Yuchen, GENG Jincheng, XIAO Jun. Exploring mono-fractal characteristics of dynamic pressure at exit of centrifugal compressor based on EWT[J]. Northwestern polytechnical university |
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| 基于EWT的离心压缩机出口动态压力单重分形特征研究 |
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| 刘雁1, 李宇宸1, 耿金成1, 肖军2 |
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1. 西北工业大学 机电学院, 陕西 西安 710072;
2. 合肥通用机械研究院 压缩机技术国家重点实验室, 安徽 合肥 230031 |
| 摘要: |
| 以800 kW离心压缩机的出口动态压力为研究对象,采用经验小波变换并结合单重分形,分析系统在不同工况下的非线性特征。分析系统从稳定状态经过过渡过程进入喘振状态的出口动态压力波形特征,采用经验小波变换提取波形的模态分量并根据相关系数进行波形重构;研究重构信号在不同迟滞点数k下的自相关函数特征;对比分析原始信号及重构信号的Hurst参数,以识别系统的工作状态。研究结果显示:重构信号的自相关函数可以有效地反映系统的工作状态。此外,相对于原始信号,重构信号的Hurst参数更易识别出系统的喘振状态。 |
| 关键词:
离心压缩机
喘振
经验小波变换
单重分形
自相关函数
Hurst参数
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| Exploring mono-fractal characteristics of dynamic pressure at exit of centrifugal compressor based on EWT |
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| LIU Yan1, LI Yuchen1, GENG Jincheng1, XIAO Jun2 |
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1. School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an 710072, China;
2. State Key Laboratory of Compressor Technology, Hefei General Machinery Research Institute Co., Ltd, Hefei 230031, China |
| Abstract: |
| This paper studies the dynamic pressure at the outlet of the 800 kW centrifugal compressor. It uses the single-fractal method and the empirical wavelet transform to analyze the nonlinear characteristics of the centrifugal compressor under different working conditions. First, it analyzes the characteristics of the dynamic pressure waveform when the centrifugal compressor enters the surge state from the steady state through the transition process. It also uses the empirical wavelet transform to extract the modal components of the pressure waveform, which is reconstructed according to the correlation coefficient. Second, it studies the characteristics of the autocorrelation function of the reconstructed signal under different numbers of hysteresis points k. Finally, it studies the Hurst parameters of the original signal and the reconstructed signal to identify the working state of the centrifugal compressor. The results show that the autocorrelation function of the reconstructed signal can effectively reflect the working state of the centrifugal compressor. Compared with the original signal, it is easier for the Hurst parameter of the reconstructed signal to identify the surge state of the centrifugal compressor. |
| Key words:
centrifugal compressor
surge state
empirical wavelet transform
mono-fractal characteristic
autocorrelation function
Hurst parameter
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| 收稿日期: 2021-10-18
修回日期:
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| DOI: 10.1051/jnwpu/20224040771 |
| 基金项目: 国家自然科学基金(51775437)、压缩机技术国家重点实验室开放基金(SKL-YSJ201902)与国家重点研发计划(2019YFB1504601)资助 |
| 通讯作者: 李宇宸(1998-),西北工业大学硕士研究生,主要从事非线性动力学和动力系统稳定性研究。e-mail:2020261565@mail.nwpu.edu.cn
Email：2020261565@mail.nwpu.edu.cn |
| 作者简介: 刘雁(1974-),女,西北工业大学副教授、博士,主要从事非线性动力学和动力系统稳定性研究。
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| 作者相关文章 |
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| 刘雁 在本刊中的所有文章 |
| 李宇宸 在本刊中的所有文章 |
| 耿金成 在本刊中的所有文章 |
| 肖军 在本刊中的所有文章 |
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相关文献: |
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1．刘雁, 陈党民, 柳黎光, 王航, 程凯.离心式压缩机出口动态压力的单重分形特征研究[J]. 西北工业大学学报, 2013,31(1): 60-66 |
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