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应用模糊熵和相似度的管道泄漏检测与定位 被引量:9
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作者 刘炜 刘宏昭 《机械科学与技术》 CSCD 北大核心 2016年第3期437-443,共7页
动态压力波信号的异常识别是声波法输油管道泄漏检测和泄漏定位的关键。从时间序列角度出发,提出一种基于模糊集理论的输油管道泄漏检测定位方法。该方法首先采用小波分解和半硬软阈值法去除动态压力波信号噪声;其次选取固定长度的正常... 动态压力波信号的异常识别是声波法输油管道泄漏检测和泄漏定位的关键。从时间序列角度出发,提出一种基于模糊集理论的输油管道泄漏检测定位方法。该方法首先采用小波分解和半硬软阈值法去除动态压力波信号噪声;其次选取固定长度的正常动态压力波信号子序列作为模板序列,并对现场采集所得动态压力波信号选取相同长度的子序列作为被匹配序列,构造两子序列信号所对应功率谱的模糊集并计算其相似度;最后根据模糊相似度判定输油管道是否存在泄漏现象,若发生泄漏,可利用检测信号和模板信号的模糊熵差确定泄漏位置。实验表明,建议方法简单、有效且定位精度高。 展开更多
关键词 管道泄漏 动态压力波 异常检测 模糊集理论
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基于结构相似度的管道泄漏检测定位法 被引量:4
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作者 刘炜 刘宏昭 《中南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2017年第1期134-140,共7页
从时间序列角度出发,提出一种基于结构相似度准则的输油管道泄漏检测定位方法。首先采用局部投影降噪法去除动态压力波信号噪声,其次验证并选取固定长度的正常动态压力波信号子序列作为模板序列,并选取相同长度的现场采集动态压力波信... 从时间序列角度出发,提出一种基于结构相似度准则的输油管道泄漏检测定位方法。首先采用局部投影降噪法去除动态压力波信号噪声,其次验证并选取固定长度的正常动态压力波信号子序列作为模板序列,并选取相同长度的现场采集动态压力波信号作为被匹配序列,构造两子序列信号对应功率谱,然后计算其归一化功率谱之间的结构相似度;最后,根据结构相似度判定输油管道是否存在泄漏现象,若发生泄漏,则自动确定泄漏位置。研究结果表明:该方法可有效判定和定位输油管道泄漏。 展开更多
关键词 管道泄漏 动态压力波 异常检测 模板匹配 结构相似度
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Generation and propagation characteristics of fluctuation pressure in hydraulic fracturing with unstable fluid-injection 被引量:1
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作者 ZHU Ge DONG Shi-min +1 位作者 JIA He-tong DONG Zi-long 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第1期186-196,共11页
Different from the stable injection mode of conventional hydraulic fracturing,unstable fluid-injection can bring significant dynamic effect by using variable injection flow rate,which is beneficial to improve the frac... Different from the stable injection mode of conventional hydraulic fracturing,unstable fluid-injection can bring significant dynamic effect by using variable injection flow rate,which is beneficial to improve the fracturing effect.Obviously,the propagation process of fracturing fluid along the pipe string is crucial.In this paper,the fluid transient dynamics model in the pipe string was established,considering the boundary conditions of variable injection flow rate and reservoir seepage,and the unsteady friction was also taken into account.The above model was solved by characteristics and finite difference method respectively.Furthermore,the influences of geological parameters and fluid injection schemes on fluctuating pressure were also analyzed.The results show that unstable fluid-injection can cause noticeable fluctuation of fracturing fluid in the pipe string.Simultaneously,there is attenuation during the propagation of pressure fluctuation.The variation frequency of unstable fluid-injection and well depth have significant effects on pressure fluctuation amplitude at the bottom of the well.This research is conducive to understanding the mechanism of unstable fluid-injection hydraulic fracturing and providing guidance for the design of fluid-injection scheme. 展开更多
关键词 hydraulic fracturing unstable injection transient flow fluctuation pressure SEEPAGE
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Online dynamic measurement of saturation-capillary pressure relation in sandy medium under water level fluctuation 被引量:1
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作者 李雁 周劲风 +1 位作者 徐军 KAMON M 《Journal of Central South University》 SCIE EI CAS 2010年第1期85-92,共8页
An online dynamic method based on electrical conductivity probe, tensiometer and datataker was presented to measure saturation-capillary pressure (S-p) relation in water-light nonaqueous phase liquid (LNAPL) two-p... An online dynamic method based on electrical conductivity probe, tensiometer and datataker was presented to measure saturation-capillary pressure (S-p) relation in water-light nonaqueous phase liquid (LNAPL) two-phase sandy medium under water level fluctuation. Three-electrode electrical conductivity probe (ECP) was used to measure water saturation. Hydrophobic tensiometer was obtained by spraying waterproof material to the ceramic cup of commercially available hydrophilic tensiometer. A couple of hydrophilic tensiometer and hydrophobic tensiometer were used to measure pore water pressure and pore LNAPL pressure of the sandy medium, respectively. All the signals from ECP and tensiometer were collected by a data taker connected with a computer. The results show that this method can finish the measurement of S-R relation of a complete drainage or imbibition process in less than 60 min. It is much more timesaving compared with 10-40 d of traditional methods. Two cycles of water level fluctuation were produced, and four saturation-capillary pressure relations including two stable residual LNAPL saturations of the sandy medium were obtained during in 350 h. The results show that this method has a good durable performance and feasibility in the porous medium with complicated multiphase flow. Although further studies are needed on the signal stability and accuracy drift of the ECP, this online dynamic method can be used successfully in the rapid characterization of a LNAPL migration in porous media. 展开更多
关键词 water level fluctuation saturation-capillary pressure (S-p) relation online dynamic measurement
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