Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD Algorithm
In order to meet the requirement of precise analysis of nature gas pipeline explosion, authors combined MP algorithm and WVD distribution to improve the time-frequency resolution and to solve the problem of cross-terms interference. The HHT algorithm was applied to the data preprocessing of MP algor...
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Hindawi Limited
2018-01-01
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Series: | Shock and Vibration |
Online Access: | http://dx.doi.org/10.1155/2018/8969675 |
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doaj-fdea8101ebaa47968b3c4a2861fd63862020-11-24T21:11:46ZengHindawi LimitedShock and Vibration1070-96221875-92032018-01-01201810.1155/2018/89696758969675Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD AlgorithmHuayuan Ma0Yuan Long1Xinghua Li2Mingshou Zhong3Jianyuan Wu4You Zhou5Army Engineering University of PLA, Nanjing, ChinaArmy Engineering University of PLA, Nanjing, ChinaArmy Engineering University of PLA, Nanjing, ChinaArmy Engineering University of PLA, Nanjing, ChinaPLA 75833 Force, Guangzhou, ChinaNorthwest Institute of Nuclear Technology, Xi’an, ChinaIn order to meet the requirement of precise analysis of nature gas pipeline explosion, authors combined MP algorithm and WVD distribution to improve the time-frequency resolution and to solve the problem of cross-terms interference. The HHT algorithm was applied to the data preprocessing of MP algorithm to reduce the computational complexity of the MP algorithm. It improved the computing efficiency and laid the foundation for big data analysis. In this paper, authors carried out a full-size pipeline explosion experiment at the CNPC pipeline fracture control State Key Laboratory. Advantages of the improved MP-WVD algorithm were taken to obtain the time-frequency distribution characteristics of the pipeline explosion vibration. The research provided a new algorithm for the time-frequency distribution of nonstationary random vibration, and the result provided a reference for the safe operation and construction of natural gas pipeline.http://dx.doi.org/10.1155/2018/8969675 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Huayuan Ma Yuan Long Xinghua Li Mingshou Zhong Jianyuan Wu You Zhou |
spellingShingle |
Huayuan Ma Yuan Long Xinghua Li Mingshou Zhong Jianyuan Wu You Zhou Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD Algorithm Shock and Vibration |
author_facet |
Huayuan Ma Yuan Long Xinghua Li Mingshou Zhong Jianyuan Wu You Zhou |
author_sort |
Huayuan Ma |
title |
Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD Algorithm |
title_short |
Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD Algorithm |
title_full |
Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD Algorithm |
title_fullStr |
Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD Algorithm |
title_full_unstemmed |
Study on Vibration Characteristics of Natural Gas Pipeline Explosion Based on Improved MP-WVD Algorithm |
title_sort |
study on vibration characteristics of natural gas pipeline explosion based on improved mp-wvd algorithm |
publisher |
Hindawi Limited |
series |
Shock and Vibration |
issn |
1070-9622 1875-9203 |
publishDate |
2018-01-01 |
description |
In order to meet the requirement of precise analysis of nature gas pipeline explosion, authors combined MP algorithm and WVD distribution to improve the time-frequency resolution and to solve the problem of cross-terms interference. The HHT algorithm was applied to the data preprocessing of MP algorithm to reduce the computational complexity of the MP algorithm. It improved the computing efficiency and laid the foundation for big data analysis. In this paper, authors carried out a full-size pipeline explosion experiment at the CNPC pipeline fracture control State Key Laboratory. Advantages of the improved MP-WVD algorithm were taken to obtain the time-frequency distribution characteristics of the pipeline explosion vibration. The research provided a new algorithm for the time-frequency distribution of nonstationary random vibration, and the result provided a reference for the safe operation and construction of natural gas pipeline. |
url |
http://dx.doi.org/10.1155/2018/8969675 |
work_keys_str_mv |
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1716752768809566208 |