CN114812851A - Microwave domain demodulation-based complex flow multi-path distributed measuring device and method - Google Patents
Microwave domain demodulation-based complex flow multi-path distributed measuring device and method Download PDFInfo
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Abstract
Description
技术领域technical field
本发明属于复杂流动检测领域,具体为基于微波域解调的复杂流动多路分布式测量装置及方法。The invention belongs to the field of complex flow detection, in particular to a complex flow multi-path distributed measurement device and method based on microwave domain demodulation.
背景技术Background technique
两相及多相流等复杂流动流动形态复杂多变,在众多以两相及多相流为介质的工业中,为保证生产运行过程的安全、稳定及可靠,以及为设计、完善和改进生产装置和工艺,需要准确测量复杂流动的多个流动特征参数信息,以及沿流体流动方向一定距离甚至全域内的流动特征分布信息,为此往往需要对同一管道以及不同管道内,不同周向位置沿流动方向上的复杂流动特征参数实现空间连续的分布式测量。因此,对两相及多相流等复杂流动的流动特征参数的多路空间连续的分布式同时测量具有重要的意义。Two-phase and multi-phase flow and other complex flow patterns are complex and changeable. In many industries that use two-phase and multi-phase flow as media, in order to ensure the safety, stability and reliability of the production and operation process, and to design, improve and improve production The device and process need to accurately measure multiple flow characteristic parameter information of complex flow, as well as flow characteristic distribution information along the fluid flow direction at a certain distance or even in the whole area. The complex flow characteristic parameters in the flow direction enable spatially continuous distributed measurements. Therefore, it is of great significance to measure the flow characteristic parameters of complex flows such as two-phase and multi-phase flows in a multi-channel spatially continuous and distributed manner.
现有的两相及多相流等复杂流动分布式检测技术主要是基于光纤布拉格光栅的光纤传感技术。基于光纤布拉格光栅的复杂流动检测技术主要是通过传感光纤中加工的多个光纤布拉格光栅传感单元进行测量,存在测量盲区,属于准分布式测量。该技术不能实现对光纤沿线复杂流动的流动特征参数的空间连续分布式测量。随着激光及光纤传感技术的发展,因其具有电绝缘、抗电磁干扰、耐腐蚀、长距离、大范围、高灵敏度等优点受到广泛的研究和应用。目前常用的分布式光纤传感技术主要包括基于瑞利散射的光时域反射技术,基于拉曼散射的分布式测量技术,基于布里渊散射的光时域反射技术、光时域分析技术、光相干域分析技术、以及光相干域反射技术。其中基于拉曼散射的分布式测量技术仅对温度较为敏感,主要用于对温度的测量;基于自发布里渊散射的反射技术的信号较弱,导致信噪比较低;基于脉冲光源的光时域技术受声子寿命的限制,其空间分辨率较低;而基于低相干光源的光相干域测量技术需要逐个扫描传感位置才能实现分布式测量。这些都严重限制了现有的分布式光纤传感技术在两相及多相流流动特征参数的分布式测量应用。The existing distributed detection technologies for complex flows such as two-phase and multi-phase flows are mainly based on fiber Bragg grating optical fiber sensing technology. The complex flow detection technology based on fiber Bragg grating is mainly measured by multiple fiber Bragg grating sensing units processed in the sensing fiber, and there is a measurement blind area, which belongs to quasi-distributed measurement. This technique cannot realize the spatially continuous distributed measurement of the flow characteristic parameters of the complex flow along the optical fiber. With the development of laser and optical fiber sensing technology, it has been widely studied and applied due to its advantages of electrical insulation, anti-electromagnetic interference, corrosion resistance, long distance, large range, and high sensitivity. Currently commonly used distributed optical fiber sensing technologies mainly include optical time domain reflectometry based on Rayleigh scattering, distributed measurement technology based on Raman scattering, optical time domain reflectometry based on Brillouin scattering, optical time domain analysis technology, Optical coherence domain analysis technology, and optical coherence domain reflectance technology. Among them, the distributed measurement technology based on Raman scattering is only sensitive to temperature and is mainly used for the measurement of temperature; the reflection technology based on spontaneous Brillouin scattering has a weak signal, resulting in a low signal-to-noise ratio; the light source based on pulsed light source The time domain technology is limited by the phonon lifetime, and its spatial resolution is low; while the optical coherence domain measurement technology based on low-coherence light sources needs to scan the sensing positions one by one to achieve distributed measurement. All of these severely limit the application of the existing distributed optical fiber sensing technology in the distributed measurement of flow characteristic parameters of two-phase and multi-phase flows.
基于此,有必要发明一种新的复杂流动测试技术,以解决现有的在同一管道及不同管道内多个位置处沿流动方向上的空间连续分布式同时测量问题。Based on this, it is necessary to invent a new complex flow testing technology to solve the existing problem of spatially continuous distributed simultaneous measurement along the flow direction at multiple locations in the same pipeline and in different pipelines.
发明内容SUMMARY OF THE INVENTION
本发明为克服上述现有技术的缺点,提出了基于微波域解调的复杂流动多路分布式测量装置及方法,该系统和方法能够实现对复杂流场的流动参数的空间连续的多路分布式测量。In order to overcome the above-mentioned shortcomings of the prior art, the present invention proposes a multi-channel distributed measurement device and method for complex flow based on microwave domain demodulation. The system and method can realize the spatially continuous multi-channel distribution of the flow parameters of the complex flow field. measurement.
本发明是采用如下技术方案实现的:The present invention adopts following technical scheme to realize:
一种基于微波域解调的复杂流动多路分布式测量装置,其特征在于:包括保偏输出宽带光源(1)、电光调制器(2)、矢量网络分析仪(3)、第一射频放大器(4)、掺铒光纤放大器(5)、光环行器(6)、1×n光纤耦合器(7)、n条传输光纤(8)、n条分布式传感光纤(9)、光电探测器(10)、第二射频放大器(11)、计算机(12),其中,A complex flow multi-channel distributed measurement device based on microwave domain demodulation, characterized in that it comprises a polarization-maintaining output broadband light source (1), an electro-optical modulator (2), a vector network analyzer (3), and a first radio frequency amplifier. (4), erbium-doped fiber amplifier (5), optical circulator (6), 1×n fiber coupler (7), n transmission fibers (8), n distributed sensing fibers (9), photoelectric detection a device (10), a second radio frequency amplifier (11), and a computer (12), wherein,
保偏输出宽带光源(1)的信号输出端通过保偏光纤跳线与电光调制器(2)的输入端连接;矢量网络分析仪(3)的信号输出端通过高频电缆与第一射频放大器(4)的信号输入端连接;第一射频放大器(4)的信号输出端通过高频电缆与电光调制器(2)的信号输入端连接;电光调制器(2)的输出端通过光纤跳线与掺铒光纤放大器(5)的输入端连接;掺铒光纤放大器(5)输出端通过光纤跳线与光环行器(6)的信号入射端连接;光环行器(6)的反射端与1×n光纤耦合器(7)的入射端连接,1×n光纤耦合器(7)的n个出射端分别与n条传输光纤(8)连接;n条传输光纤(8)与n条分布式传感光纤(9)连接;光环行器(6)的信号输出端通过光纤跳线与高速光电探测器(10)的入射端连接;高速光电探测器(10)的出射端通过高频电缆与第二射频放大器(11)的信号输入端连接;第二射频放大器(11)的信号输出端通过高频电缆与矢量网络分析仪(3)的信号输入端连接,矢量网络分析仪(3)通过高频电缆与计算机(12)连接;The signal output end of the polarization-maintaining output broadband light source (1) is connected to the input end of the electro-optical modulator (2) through a polarization-maintaining optical fiber jumper; the signal output end of the vector network analyzer (3) is connected to the first radio frequency amplifier through a high-frequency cable The signal input end of (4) is connected; the signal output end of the first radio frequency amplifier (4) is connected with the signal input end of the electro-optical modulator (2) through a high-frequency cable; the output end of the electro-optical modulator (2) is connected by an optical fiber jumper is connected with the input end of the erbium-doped fiber amplifier (5); the output end of the erbium-doped fiber amplifier (5) is connected with the signal incident end of the optical circulator (6) through a fiber jumper; the reflection end of the optical circulator (6) is connected to the 1 The incident end of the ×n fiber coupler (7) is connected, and the n output ends of the 1×n fiber coupler (7) are respectively connected with n transmission fibers (8); n transmission fibers (8) are connected with n distributed fibers (8). The sensing fiber (9) is connected; the signal output end of the optical circulator (6) is connected with the incident end of the high-speed photodetector (10) through an optical fiber jumper; the output end of the high-speed photodetector (10) is connected with the high-frequency cable through a high-frequency cable. The signal input end of the second radio frequency amplifier (11) is connected; the signal output end of the second radio frequency amplifier (11) is connected to the signal input end of the vector network analyzer (3) through a high-frequency cable, and the vector network analyzer (3) passes through The high frequency cable is connected with the computer (12);
n条分布式传感光纤(9)的纤芯中采用飞秒激光加工有连续的反射器,相邻的反射器的间距对应的光程差大于宽带光源的相干长度,且小于矢量网络分析仪产生的微波信号的相干长度;第n条传输光纤的长度大于第n-1条传输光纤加上第n-1条传感光纤的长度,其中N≥n≥2,N为n的最大值。The cores of the n distributed sensing fibers (9) are processed by femtosecond laser to have continuous reflectors, and the optical path difference corresponding to the spacing between adjacent reflectors is greater than the coherence length of the broadband light source and less than that of the vector network analyzer. The coherence length of the generated microwave signal; the length of the nth transmission fiber is greater than the length of the n-1th transmission fiber plus the n-1th sensing fiber, where N≥n≥2, and N is the maximum value of n.
进一步地:n条传感光纤(9)根据实际需求,分别选择不同的类型的光纤,并设计加工不同数量、相邻间距的反射器。Further: according to actual requirements, the n sensing fibers (9) are selected from different types of fibers, and reflectors with different numbers and adjacent spacings are designed and processed.
进一步地:n条传感光纤(9)布置在单管道的内部;或者分别布置在不同管道的内壁,且各管道内壁布置的数量根据实际情况确定。Further: n sensing fibers (9) are arranged inside a single pipe; or are respectively arranged on the inner walls of different pipes, and the number of the inner walls of each pipe is determined according to the actual situation.
本发明同时提供一种基于微波域解调的复杂流动多路分布式测量方法,该方法在本发明所述的基于微波域解调的复杂流动多路分布式测量装置中实现,该方法是采用如下步骤实现的:The present invention also provides a complex flow multi-channel distributed measurement method based on microwave domain demodulation. The method is implemented in the microwave domain demodulation-based complex flow multi-channel distributed measurement device of the present invention. The following steps are implemented:
保偏输出宽带光源输出的光信号进入电光调制器;矢量网络分析仪输出的微波信号经第一射频放大器放大后进入电光调制器;微波信号经电光调制器调制后加载到光信号上;经微波信号调制后的光信号从电光调制器输出后进入掺铒光纤放大器,经掺铒光纤放大器放大后输入到光环行器;光信号经光环行器的反射端输出后进入1×n光纤耦合器,经1×n光纤耦合器后分成n路;n条光信号分别通过n条传输光纤进入n路传感光纤;并在传感光纤内的反射器处发生反射,反射的光信号的微波包络在相遇处发生干涉;干涉信号从光环行器的出射端输出后进入高速光电探测器;经高速光电探测器转换为电信号后进入第二射频放大器;经第二射频放大器放大后被矢量网络分析仪采集,矢量网络分析仪将采集到的干涉信息输入到计算机。通过对矢量网络分析仪输出的微波信号进行扫频,即可得到微波信号的干涉谱。传感光纤受到两相及多相流等复杂流动的压力、温度等因素的影响,其相应位置处光纤的长度、折射率会发生改变,从而导致反射器反射的光信号的光程发生变化,进而微波包络信号的干涉谱会发生频移。两相及多相流等复杂流动压力、温度等参数与光程变化量存在对应关系,光程变化量与微波干涉谱频移量存在对应关系,进而通过微波干涉谱频移量可反演得到待测的流动参数。The optical signal output by the polarization-maintaining output broadband light source enters the electro-optic modulator; the microwave signal output by the vector network analyzer is amplified by the first RF amplifier and then enters the electro-optic modulator; the microwave signal is modulated by the electro-optic modulator and then loaded onto the optical signal; The modulated optical signal is output from the electro-optic modulator and then enters the erbium-doped fiber amplifier, which is amplified by the erbium-doped fiber amplifier and then input to the optical circulator; the optical signal is output by the reflection end of the optical circulator and then enters the 1×n fiber coupler. After passing through a 1×n fiber coupler, it is divided into n paths; n optical signals enter n sensing fibers through n transmission fibers respectively; and reflection occurs at the reflector in the sensing fiber, and the microwave envelope of the reflected optical signal is Interference occurs at the meeting point; the interference signal is output from the output end of the optical circulator and then enters the high-speed photodetector; after being converted into an electrical signal by the high-speed photodetector, it enters the second RF amplifier; after being amplified by the second RF amplifier, it is analyzed by the vector network The vector network analyzer inputs the collected interference information to the computer. By sweeping the microwave signal output by the vector network analyzer, the interference spectrum of the microwave signal can be obtained. The sensing fiber is affected by the pressure, temperature and other factors of complex flow such as two-phase and multi-phase flow, and the length and refractive index of the fiber at the corresponding position will change, which will cause the optical path of the optical signal reflected by the reflector to change. Then the interference spectrum of the microwave envelope signal will be frequency shifted. Two-phase and multi-phase flow and other complex flow parameters such as pressure and temperature have a corresponding relationship with the optical path variation, and there is a corresponding relationship between the optical path variation and the frequency shift of the microwave interference spectrum, and then the frequency shift of the microwave interference spectrum can be obtained by inversion Flow parameter to be measured.
通过将采集到的微波干涉谱从频域变换到时域得到反射信号的空间分布信息;再根据n条传感光纤与其连接的传输光纤的实际长度区分出每条传感光纤反射器对应的反射信号区间;利用矩形窗函数选取所需的两个反射信号而去除其余反射信号,对选取的两个反射信号通过傅里叶变换进行微波干涉谱重构;分别对n条分布式传感光纤相邻反射器对应的微波干涉谱进行重构,进而可解调出对应位置处的两相及多相流等复杂流动参数,从而实现复杂流动特征参数的多路空间连续的分布式同时测量。The spatial distribution information of the reflected signal is obtained by transforming the collected microwave interference spectrum from the frequency domain to the time domain; and then the reflection corresponding to each sensing fiber reflector is distinguished according to the actual length of the n sensing fibers and the transmission fibers connected to them. Signal interval; use the rectangular window function to select the required two reflected signals and remove the remaining reflected signals, and reconstruct the microwave interference spectrum of the selected two reflected signals through Fourier transform; The microwave interference spectrum corresponding to the adjacent reflector is reconstructed, and then complex flow parameters such as two-phase and multi-phase flow at the corresponding position can be demodulated, so as to realize the multi-channel spatial continuous distributed simultaneous measurement of complex flow characteristic parameters.
与现有的两相及多相流测试技术相比,基于微波域解调的复杂流动多路分布式测量装置及方法具有如下优点:Compared with the existing two-phase and multi-phase flow measurement technology, the complex flow multi-channel distributed measurement device and method based on microwave domain demodulation has the following advantages:
一、本发明所述的基于微波域解调的复杂流动多路分布式测量装置及方法相比于现有的多相流检测技术,可只采用单个传感系统实现对同一管道以及不同管道内多个位置处沿流动方向上多相流特征参数空间连续的长距离分布式同时测量。1. Compared with the existing multiphase flow detection technology, the complex flow multi-channel distributed measurement device and method based on microwave domain demodulation according to the present invention can only use a single sensing system to realize the measurement of the same pipeline and different pipelines. Long-distance distributed simultaneous measurements of spatial continuity of multiphase flow characteristic parameters at multiple locations along the flow direction.
二、本发明所述的基于微波域解调的复杂流动多路分布式测量装置及方法,基于微波光子技术,以光信号作为微波信号的载体,具有对光纤类型不敏感,信号质量高,对传感光纤内反射器加工质量要求低等优势。2. The complex flow multi-channel distributed measurement device and method based on microwave domain demodulation according to the present invention is based on microwave photonic technology, uses optical signal as the carrier of microwave signal, is insensitive to optical fiber type, has high signal quality, and is suitable for The processing quality of the internal reflector in the sensing fiber has the advantages of low processing quality.
三、本发明所述的基于微波域解调的复杂流动多路分布式测量装置及方法,在测量时,可根据实际需求,使各路传感光纤分别采用相同或不同类型的波导,加工相同或不同的数量及间距的反射器,具有高度的灵活性和强适应性等特点。3. The multi-channel distributed measurement device and method for complex flow based on microwave domain demodulation according to the present invention, during measurement, according to actual requirements, each channel of sensing fibers can be made of the same or different types of waveguides respectively, and the processing is the same. Or reflectors of different numbers and spacings, with a high degree of flexibility and adaptability.
本发明有效解决了现有复杂流动测试技术无法实现在同一管道或不同管道内不同周向位置沿流动方向上的空间连续分布式测量难题。The invention effectively solves the problem that the existing complex flow testing technology cannot realize the spatial continuous distributed measurement along the flow direction at different circumferential positions in the same pipeline or in different pipelines.
附图说明Description of drawings
图1是本发明所述基于微波域解调的复杂流动多路分布式测量装置结构示意图。FIG. 1 is a schematic structural diagram of a complex flow multi-path distributed measurement device based on microwave domain demodulation according to the present invention.
图2为本发明所述装置中多路分布式传感光纤在单管道中布置的示例图。FIG. 2 is an exemplary diagram of the arrangement of multiple distributed sensing fibers in a single pipe in the device according to the present invention.
图3为本发明所述装置中多路分布式传感光纤分别布置在多管道中的示例图(以三管道以及三路传感光纤为例)。FIG. 3 is an example diagram of multiple distributed sensing fibers arranged in multiple pipes in the device according to the present invention (taking three pipes and three sensing fibers as an example).
图4为本发明所述方法中利用矩形窗函数提取相邻反射器反射信号的示意图。FIG. 4 is a schematic diagram of extracting reflected signals of adjacent reflectors by using a rectangular window function in the method of the present invention.
图5为本发明所述方法中重构的微波干涉谱示意图。FIG. 5 is a schematic diagram of the reconstructed microwave interference spectrum in the method of the present invention.
图中:1-保偏输出宽带光源;2-电光调制器;3-矢量网络分析仪;4-第一射频放大器;5-掺铒光纤放大器;6-光环行器;7-1×n光纤耦合器;8-n条传输光纤;9-n条分布式传感光纤;10-光电探测器;11-第二射频放大器;12-计算机;13-管道;14-水平管道;15-倾斜管道;16-竖直管道。In the figure: 1- Polarization-maintaining output broadband light source; 2- Electro-optic modulator; 3- Vector network analyzer; 4- The first RF amplifier; 5- Erbium-doped fiber amplifier; 6- Optical circulator; 7-1×n fiber coupler; 8-n transmission fibers; 9-n distributed sensing fibers; 10-photodetector; 11-second RF amplifier; 12-computer; 13-pipe; 14-horizontal pipe; 15-inclined pipe ; 16 - Vertical pipe.
具体实施方式Detailed ways
基于微波域解调的复杂流动多路分布式测量装置,包括保偏输出宽带光源1、电光调制器2、矢量网络分析仪3、第一射频放大器4、掺铒光纤放大器5、光环行器6、1×n光纤耦合器7、n条传输光纤8、n条分布式传感光纤9、光电探测器10、第二射频放大器11、计算机12。A complex flow multi-channel distributed measurement device based on microwave domain demodulation, including a polarization-maintaining output
保偏输出宽带光源1的信号输出端通过保偏光纤跳线与电光调制器2的输入端连接;矢量网络分析仪3的信号输出端通过高频电缆与第一射频放大器4的信号输入端连接;第一射频放大器4的信号输出端通过高频电缆与电光调制器2的信号输入端连接;电光调制器2的输出端通过光纤跳线与掺铒光纤放大器5的输入端连接;掺铒光纤放大器5输出端通过光纤跳线与光环行器6的信号入射端连接;光环行器6的反射端与1×n光纤耦合器7的入射端连接,1×n光纤耦合器7的n个出射端分别与n条传输光纤8连接;n条传输光纤8与n条分布式传感光纤9连接;光环行器6的信号输出端通过光纤跳线与高速光电探测器10的入射端连接;高速光电探测器10的出射端通过高频电缆与第二射频放大器11的信号输入端连接;第二射频放大器11的信号输出端通过高频电缆与矢量网络分析仪3的信号输入端连接,矢量网络分析仪3通过高频电缆与计算机12连接。The signal output end of the polarization-maintaining output
其中,n条分布式传感光纤9的纤芯中采用飞秒激光加工刻有连续的反射器,相邻的反射器的间距对应的光程差大于宽带光源的相干长度,且小于矢量网络分析仪产生的微波信号的相干长度。Among them, the cores of the n distributed
具体实施时,第n条传输光纤的长度大于第n-1条传输光纤加上第n-1条传感光纤的长度,其中N≥n≥2,N为n的最大值。In specific implementation, the length of the nth transmission fiber is greater than the length of the n-1th transmission fiber plus the n-1th sensing fiber, where N≥n≥2, and N is the maximum value of n.
具体实施时,n条传感光纤9可根据实际需求,分别选择不同的类型的光纤,并设计加工不同数量、相邻间距的反射器。During specific implementation, the
具体实施时,n条传感光纤9可同时布置在单管道的内部,如图2所示;或者分别布置在不同管道的内壁,如图3所示,且各管道内壁布置的数量可根据实际情况确定。In specific implementation,
基于微波域解调的复杂流动多路分布式测量方法,该方法在本发明所述的基于微波域解调的复杂流动多路分布式测量装置中实现,该方法是采用如下步骤实现的:A complex flow multi-channel distributed measurement method based on microwave domain demodulation, the method is implemented in the complex flow multi-channel distributed measurement device based on microwave domain demodulation according to the present invention, and the method is realized by adopting the following steps:
保偏输出宽带光源1输出的光信号进入电光调制器2;矢量网络分析仪3输出的微波信号经第一射频放大器4放大后进入电光调制器2;微波信号经电光调制器2调制后加载到光信号上;经微波信号调制后的光信号从电光调制器2输出后进入掺铒光纤放大器5,经掺铒光纤放大器5放大后输入到光环行器6;光信号经光环行器6的反射端输出后进入1×n光纤耦合器7,经1×n光纤耦合器7后分成n路;n路光信号分别通过n条传输光纤8进入n条传感光纤9;并在传感光纤内的反射器处发生反射,反射的光信号的微波包络在相遇处发生干涉;干涉信号从光环行器6的出射端输出后进入高速光电探测器10;经高速光电探测器10转换为电信号后进入第二射频放大器11;经第二射频放大器11放大后被矢量网络分析仪3采集,矢量网络分析仪3将采集到的干涉信息输入到计算机12。通过对矢量网络分析仪3输出的微波信号进行扫频,即可得到微波信号的干涉谱。传感光纤受到两相及多相流等复杂流动的压力、温度等因素的影响,其相应位置处光纤的长度、折射率会发生改变,从而导致反射器反射的光信号的光程发生变化,进而微波包络信号的干涉谱会发生频移。两相及多相流等复杂流动压力、温度等参数与光程变化量存在对应关系,光程变化量与微波干涉谱频移量存在对应关系,进而通过微波干涉谱频移量可反演得到待测的流动参数。The optical signal output by the polarization-maintaining output
具体实施时,通过将采集到的微波干涉谱从频域变换到时域得到反射信号的空间分布信息;再根据n条传感光纤与其连接的传输光纤的实际长度区分出每条传感光纤反射器对应的反射信号区间;利用矩形窗函数选取所需的两个反射信号而去除其余反射信号,对选取的两个反射信号通过傅里叶变换进行微波干涉谱重构;分别对n条分布式传感光纤相邻反射器对应的微波干涉谱进行重构,如图(4)和图(5)所示,进而可解调出对应位置处的两相及多相流等复杂流动参数,从而实现复杂流动特征参数的多路空间连续的分布式同时测量。In the specific implementation, the spatial distribution information of the reflected signal is obtained by transforming the collected microwave interference spectrum from the frequency domain to the time domain; and then the reflection of each sensing fiber is distinguished according to the actual length of the n sensing fibers and the transmission fibers connected to them. The reflected signal interval corresponding to the detector; use the rectangular window function to select the two required reflected signals and remove the remaining reflected signals, and reconstruct the microwave interference spectrum of the selected two reflected signals through Fourier transform; The microwave interference spectrum corresponding to the adjacent reflectors of the sensing fiber is reconstructed, as shown in Figures (4) and (5), and then complex flow parameters such as two-phase and multi-phase flows at the corresponding positions can be demodulated. Realize multi-channel spatially continuous distributed simultaneous measurement of complex flow characteristic parameters.
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