WO2023245888A1 - Method and apparatus for detecting state of gas-liquid two-phase flow in pipeline - Google Patents
Method and apparatus for detecting state of gas-liquid two-phase flow in pipeline Download PDFInfo
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- WO2023245888A1 WO2023245888A1 PCT/CN2022/119730 CN2022119730W WO2023245888A1 WO 2023245888 A1 WO2023245888 A1 WO 2023245888A1 CN 2022119730 W CN2022119730 W CN 2022119730W WO 2023245888 A1 WO2023245888 A1 WO 2023245888A1
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- G—PHYSICS
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- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/3577—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing liquids, e.g. polluted water
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- the invention relates to the technical field of gas-liquid two-phase flow detection, and in particular to a method and device for detecting gas-liquid two-phase flow status in a pipeline.
- gas-liquid two-phase flow refers to It is a mixed media flow including gas and liquid, generally used in pipeline transportation.
- infrared detection devices are generally used to monitor the state of the flowing liquid in the transportation pipeline. Its working principle is: the infrared laser transmitter projects infrared light to the pipeline along the diameter direction, and the infrared receiver receives the transmission from the other side of the pipeline. The infrared light is emitted, and then the intensity of the received infrared light is analyzed to calculate the attenuation rate of the infrared light after passing through the pipe. When the attenuation rate of the infrared light is greater than the preset value, it indicates that there is a liquid medium flow in the pipe.
- gas-liquid two-phase flow has a unique flow pattern in the pipeline, as shown in Figure 11.
- the liquid medium film is distributed at periodic intervals, and the liquid medium film is attached to the pipe wall. Therefore, based on the flow pattern of the gas-liquid two-phase flow, the data processing measured by the light sensor can be improved, so that the sensor based on light detection can detect the state of the gas-liquid two-phase flow and obtain good results.
- the object of the present invention is to provide a gas-liquid two-phase flow state detection method and device in a pipeline that can be used in small pipe diameters and uses a light sensor to detect the state of the gas-liquid two-phase flow medium in the pipeline.
- the present invention discloses a method for detecting the state of gas-liquid two-phase flow in a pipeline.
- the detection is based on at least a pair of light emitters and light receivers located outside the pipeline arranged along the diameter direction of the pipeline to be tested.
- the detection method includes:
- the peak value of the power spectrum is compared with a preset first threshold, and the current existence state of the gas-liquid two-phase flow medium in the pipeline is determined based on the comparison result.
- determining the current existence state of the gas-liquid two-phase flow medium in the pipeline includes:
- the peak value of the power spectrum is not less than the first threshold, calculate the frequency difference between the peak values of the power spectrum at the previous and next moments, compare the frequency difference with a preset second threshold, and determine based on the comparison result.
- the current flow state of the gas-liquid two-phase flow medium in the pipeline is not less than the first threshold.
- determining the current flow state of the gas-liquid two-phase flow medium in the pipeline includes:
- the gas-liquid two-phase flow medium in the pipeline flows uniformly.
- the method for processing the optical signal includes:
- the peak frequencies of a series of obtained target signals are estimated by a power spectrum estimation method to obtain the power spectrum.
- the first threshold is a, e-5 ⁇ a ⁇ e-3.
- the second threshold is b, b ⁇ 1Hz.
- the outer diameter of the pipeline is c
- the inner diameter is d
- 3mm ⁇ c ⁇ 5mm 3mm ⁇ c ⁇ 5mm
- 1.5mm ⁇ d ⁇ 3mm 3mm ⁇ c ⁇ 5mm
- the light emitter includes an LED lamp.
- the gas-liquid two-phase flow medium includes a mixed medium of air and oil.
- the absorption rate of the light emitted by the light emitter by the pipeline is smaller than the absorption rate by the oil.
- the light emitted by the light emitter is infrared light with a wavelength of 923 nm.
- the invention also discloses a device for detecting the state of gas-liquid two-phase flow in a pipeline, which includes:
- At least a pair of light emitters and light receivers located outside the pipeline, arranged along the diameter direction of the pipeline to be tested;
- a signal processing module that detects and processes the optical signal received by the optical receiver in real time to generate a power spectrum that reflects the change rate of optical signal intensity
- a first comparison module configured to compare the peak value of the power spectrum with a preset first threshold
- the first determination module is used to determine the current existence state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the first comparison module.
- it also includes a calculation module, a second comparison module and a second determination module;
- the calculation module is used to calculate the frequency difference between the peak values of the power spectrum at the preceding and following moments when the peak value of the power spectrum is not less than the first threshold;
- the second comparison module is used to compare the frequency difference with a preset second threshold
- the second determination module is used to determine the current flow state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the second comparison module.
- the signal processing module is provided with a photoelectric conversion module, a noise processing module and a power spectrum generation module;
- the photoelectric conversion module is used to convert the optical signal received by the optical receiver into an electrical signal that matches its light intensity
- the noise processing module is used to perform noise removal and decomposition processing on the electrical signal to obtain the target signal
- the power spectrum generation module is configured to estimate the peak frequencies of a series of obtained target signals through a power spectrum estimation method to obtain the power spectrum.
- the first threshold is a, e-5 ⁇ a ⁇ e-3.
- the second threshold is b, b ⁇ 1Hz.
- the outer diameter of the pipeline is c
- the inner diameter is d
- 3mm ⁇ c ⁇ 5mm 3mm ⁇ c ⁇ 5mm
- 1.5mm ⁇ d ⁇ 3mm 3mm ⁇ c ⁇ 5mm
- the light emitter includes an LED lamp.
- the gas-liquid two-phase flow medium includes a mixed medium of air and oil.
- the light emitted by the light emitter is infrared light with a wavelength of 923 nm.
- the invention also discloses a gas-liquid two-phase flow state detection system in a pipeline, which includes:
- processors one or more processors
- the present invention also discloses a computer-readable storage medium, which includes a computer program that can be executed by a processor to complete the above-mentioned method for detecting gas-liquid two-phase flow status in a pipeline.
- this application detects the state of the gas-liquid two-phase flow medium in the pipeline through a light sensor, that is, a pair of light emitters and light receivers located outside the pipeline arranged along the diameter direction of the pipeline to be measured, and The detected data is processed according to the unique flow pattern of the gas-liquid two-phase flow in the pipeline to obtain a power spectrum that reflects the change rate of the optical signal intensity, and the peak value of the power spectrum is compared with the preset first threshold, according to The comparison results can determine the current existence state of the gas-liquid two-phase flow medium in the pipeline; it can be seen that this application uses the power spectrum that reflects the change rate of the light signal intensity to characterize the medium flow state in the pipeline, regardless of the size of the pipe diameter.
- Figure 1 is a schematic diagram of the layout structure for optical inspection of pipelines in an embodiment of the present invention.
- Figure 2 is a flow chart of a detection method in one embodiment of the present invention.
- Figure 3 is a flow chart of a detection method in another embodiment of the present invention.
- Figure 4 is one of the power spectrum diagrams in the embodiment of the present invention, in which the medium in the tube does not flow.
- Figure 5 is another power spectrum diagram in an embodiment of the present invention, in which there is no medium in the tube.
- Figure 6 is another power spectrum diagram in an embodiment of the present invention, in which the medium in the tube flows normally.
- Figure 7 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, in which the oil flows evenly.
- Figure 8 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, in which the oil flow is uneven.
- Figure 9 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, in which the oil does not flow.
- Figure 7 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, where there is no oil in the pipeline.
- Figure 11 is a flow pattern diagram of the oil-gas mixture in the embodiment of the present invention.
- Figure 12 is a schematic structural diagram of a detection device in one embodiment of the present invention.
- Figure 13 is a schematic structural diagram of a detection device in another embodiment of the present invention.
- This embodiment discloses a gas-liquid two-phase flow state detection method to detect the state of a gas-liquid two-phase flow medium transported through a pipeline.
- the gas-liquid two-phase flow medium is a mixture of gas and liquid introduced into the pipeline.
- Mixed media such as a mixture of oil and air in an oil-gas lubrication pipe
- this detection method can effectively detect the state of the oil-gas mixture in the oil-gas lubrication pipe.
- the detection method in this embodiment is based on optical sensors. Specifically, as shown in Figure 1, at least a pair of light emitters 10 and light receivers 11 located outside the pipeline are arranged along the diameter direction of the pipeline to be tested.
- the light emitter 10 is In order to emit detection light into the pipeline, the detection light passes through the pipeline along the radial direction of the pipeline, and the light receiver 11 is used to receive the optical signal emitted from the radial direction of the pipeline.
- the detection method in this embodiment includes the following steps:
- S1 Detect and process the optical signal received by the optical receiver 11 in real time to generate a power spectrum reflecting the change rate of the intensity of the optical signal.
- Power spectrum also called power spectral density function, defines the signal power within the unit frequency band.
- the abscissa represents the signal change frequency, which is positively related to the flow speed of the medium flow in the pipeline, and the ordinate represents the amplitude of the optical signal intensity change rate. value reflects the change in optical signal intensity, and its size is also positively related to the flow speed of the medium flow in the pipeline.
- the slower the flow speed of the medium flow in the pipeline the slower the optical signal intensity received by the optical receiver 11 changes.
- the optical signal The amplitude of the intensity change rate is smaller.
- the method to determine the current existence status of the gas-liquid two-phase flow medium in the pipeline is:
- S30 Determine whether the peak value of the power spectrum is less than the first threshold. If yes, proceed to S31. If not, proceed to S32.
- a power spectrum reflecting the change rate of the intensity of the optical signal is generated, and based on the comparison between the peak value of the effective signal in the power spectrum and the preset first threshold. Determine the status of the gas-liquid two-phase flow in the current pipeline.
- the peak value in the power spectrum is small (less than the first threshold), it means that the influence of the medium in the pipeline on the change of detected light intensity is almost negligible. Therefore, it can be determined that there is no gas-liquid two-phase flow medium in the pipeline (as shown in Figure 5 ), or the gas-liquid two-phase flow medium in the pipeline does not flow (as shown in Figure 4).
- the above detection method when the peak value of the power spectrum is not less than the first threshold, the above detection method further includes the following steps:
- the method for determining the current flow state of the gas-liquid two-phase flow medium in the pipeline in this embodiment includes:
- S50 Determine whether the frequency difference between the peaks of the power spectrum at the preceding and following moments is greater than the second threshold. If yes, proceed to S51. If not, proceed to S52.
- the optical signal emitted by the optical transmitter 10 in the radial direction of the pipeline is received in real time by the optical receiver 11, and the optical signal is It is converted into a corresponding electrical signal, and then the electrical signal is used to generate a power spectrum that reflects the change rate of the intensity of the optical signal.
- the peak value of the effective signal is obtained from the power spectrum, and then the peak value is compared with the first preset value. If the peak value is less than the first preset value, the following detection result is given: there is no oil in the pipeline (See Figure 5, Figure 10), or the oil in the pipeline does not flow ( Figure 4, Figure 9).
- the peak value is not less than the first preset value
- the following detection result is given: there is flowing oil in the pipeline (as shown in Figure 6).
- the frequency difference of a set of peaks at the previous and next moments is taken from the power spectrum, and it is determined whether the frequency difference is greater than the second preset value. If so, the following detection results are given : The oil flow in the pipeline is uneven (as shown in Figure 8). If not, the following test results are given: The oil flow in the pipeline is uniform (as shown in Figure 7). From this, the staff can determine the current working status of the oil and gas lubrication pipeline based on the inspection results. When a fault occurs, such as there is no oil in the pipeline, countermeasures can be taken in a timely manner.
- a method for processing optical signals includes:
- the optical signal is converted into an electrical signal that matches its light intensity.
- the noise removal and decomposition processing on the electrical signal to obtain the target signal.
- the peak frequencies of the obtained series of target signals are estimated through the power spectrum estimation method to obtain the power spectrum.
- the baseline drift is first removed.
- the purpose of baseline drift removal is mainly to remove the interference of the DC component in the signal.
- wavelet packet signal decomposition Wavelet decomposition decomposes the signal into multiple frequency bands. By calculating the correlation coefficient between each frequency band signal and the original signal, we can find out the frequency band where the actual signal and noise are distributed, and then combine it with the wavelet threshold for noise reduction. Perform grouping processing, and then perform wavelet reconstruction on each processed frequency band. Finally, the peak frequency of the signal is estimated through power spectrum estimation to obtain the power spectrum.
- the first threshold is a, e-5 ⁇ a ⁇ e-3.
- a is preferably e-4.
- the second threshold when the pipeline forms a stable gas-liquid two-phase flow, the signal waveforms at 5 moments under each pressure working condition can be intercepted, and the data processing process can be repeated to extract the peak value.
- the frequencies are shown in Table 1-1 below. It can be seen from this that during the stable operation of the pipeline, the peak frequency of the signal changes very little. Statistics on the range of the peak frequency under each pressure indicate that the maximum does not exceed 1 Hz. Therefore, the second threshold is b, b ⁇ 1Hz.
- the outer diameter of the pipeline is c
- the inner diameter is d
- 3mm ⁇ c ⁇ 5mm 1.5mm ⁇ d ⁇ 3mm.
- d is 2.5mm.
- LED lamps serve as light emitters 10 and can effectively reduce equipment costs compared to laser sources.
- the absorption rate of the light emitted by the light emitter 10 by the pipeline is smaller than the absorption rate by the oil, so that the state of the oil-liquid mixed medium in the pipeline can be effectively distinguished.
- the light emitted by the light emitter 10 is preferably infrared light with a wavelength of 923 nm.
- the present invention also discloses a gas-liquid two-phase flow state detection device in a pipeline, which includes:
- the optical transmitter 10 is used to emit detection light into the pipeline, and the optical receiver 11 is used to receive the optical signal emitted from the radial direction of the pipeline.
- the signal processing module 12 is used to detect and process the optical signal received by the optical receiver 11 in real time to generate a power spectrum that reflects the change rate of the intensity of the optical signal.
- the first comparison module 13 is used to compare the peak value of the power spectrum with the size of the preset first threshold.
- the first determination module 14 is used to determine the current existence state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the first comparison module 13 .
- the detection device also includes a calculation module 15, a second comparison module 16 and a second determination module 17.
- the calculation module 15 is configured to calculate the frequency difference between the peak values of the power spectrum at the preceding and following moments when the peak value of the power spectrum is not less than the first threshold.
- the second comparison module 16 is used to compare the frequency difference with a preset second threshold.
- the second determination module 17 is used to determine the current flow state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the second comparison module 16 .
- the signal processing module 12 is provided with a photoelectric conversion module 120, a noise processing module 121 and a power spectrum generation module 122.
- the photoelectric conversion module 120 is used to convert the optical signal received by the optical receiver 11 into an electrical signal suitable for its light intensity.
- the noise processing module 121 is used to perform noise removal and decomposition processing on the electrical signal to obtain the target signal.
- the power spectrum generation module 122 is configured to estimate the peak frequencies of a series of obtained target signals through a power spectrum estimation method to obtain a power spectrum.
- the invention also discloses another gas-liquid two-phase flow state detection system, which includes one or more processors, memories and one or more programs, wherein one or more programs are stored in the memory and configured To be executed by the one or more processors, the program includes instructions for executing the gas-liquid two-phase flow state detection method as described above.
- the processing module can use a general central processing module (Central Processing Unit, CPU), a microprocessing module, an application specific integrated circuit (Application Specific Integrated Circuit, ASIC), or one or more integrated circuits to execute related programs to achieve
- the modules in the gas-liquid two-phase flow state detection system of the embodiment of the present application need to perform functions, or perform the gas-liquid two-phase flow state detection method of the method embodiment of the present application.
- the present invention also discloses a computer-readable storage medium, which includes a computer program that can be executed by a processor to complete the gas-liquid two-phase flow state detection method as described above.
- the computer-readable storage medium can be any available medium that can be accessed by a computer or a data storage device such as a server or data center integrated with one or more available media.
- the available media may be read-only memory (ROM), random access memory (RAM), or magnetic media, such as floppy disks, hard disks, tapes, disks, or optical media, such as, Digital versatile disc (digital versatile disc, DVD), or semiconductor media, such as solid state drive (solid state disk, SSD), etc.
- the embodiment of the present application also discloses a computer program product or computer program.
- the computer program product or computer program includes computer instructions, and the computer instructions are stored in a computer-readable storage medium.
- the processor of the electronic device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the electronic device performs the above gas-liquid two-phase flow state detection method.
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Abstract
A method and apparatus for detecting the state of a gas-liquid two-phase flow in a pipeline. In the method, detection is performed on the basis of at least one pair of an optical emitter (10) and an optical receiver (11), which are arranged in the direction of the pipe diameter of a pipeline to be tested and are located outside the pipeline. The method comprises: detecting and processing in real time an optical signal received by an optical receiver (11), so as to generate a power spectrum that reflects an intensity change rate of the optical signal (S1); acquiring a peak value of the power spectrum at the current moment (S2); and comparing the peak value of the power spectrum with a preset first threshold value, and determining the current presence state of a gas-liquid two-phase flow medium in the pipeline according to a comparison result (S3). The state of a medium flow in a pipeline is represented by means of a power spectrum that reflects an intensity change rate of an optical signal, such that a change in the presence state of a gas-liquid two-phase flow medium in the pipeline can be reflected in the power spectrum regardless of the size of the pipe diameter, thereby effectively improving the precision of detecting the state of a gas-liquid two-phase flow medium in a pipe with a small diameter by means of a light sensor.
Description
本发明涉及气液两相流检测技术领域,尤其涉及一种管线中气液两相流状态检测方法及装置。The invention relates to the technical field of gas-liquid two-phase flow detection, and in particular to a method and device for detecting gas-liquid two-phase flow status in a pipeline.
通常情况下,直接将待输送的液体流导入管道进行输送,此时管道中的介质流称之为单相流。另一种情况,为提高液体的输送效率或特殊需要,在将液体导入输送管道的同时通入高压气体流,从而在输送管道中形成气液两相流,因此,气液两相流指的是包括气体和液体的混合介质流,一般用于在管道输送中。Normally, the liquid flow to be transported is directly introduced into the pipeline for transportation. At this time, the medium flow in the pipeline is called single-phase flow. In another case, in order to improve the transportation efficiency of liquid or for special needs, high-pressure gas flow is introduced while introducing liquid into the transportation pipeline, thereby forming a gas-liquid two-phase flow in the transportation pipeline. Therefore, gas-liquid two-phase flow refers to It is a mixed media flow including gas and liquid, generally used in pipeline transportation.
在应用过程中,一般通过红外检测装置来监控输送管道中流动液体的状态,其工作原理是:红外激光发射器沿管径方向向管道投射红外光,红外接收器接收从管道的另一侧透射出的红外光,然后分析接收到的红外光的光强度,以计算红外光通过管道后的衰减率,当红外光的衰减率大于预设值时表示管道内存在有液体介质流。对于这种检测方式,当输送管道的管径特别小(毫米级别)时,如油气润滑管线(管线内有空气和油液的混合介质),由于管道内的气液介质流的截面比较单薄,通过上述红外检测处理方式,很难精确检测管道内的介质流的状态,因此,现有技术中,一般通过超声波来检测小管径的液流状态,检测结果不够理想。In the application process, infrared detection devices are generally used to monitor the state of the flowing liquid in the transportation pipeline. Its working principle is: the infrared laser transmitter projects infrared light to the pipeline along the diameter direction, and the infrared receiver receives the transmission from the other side of the pipeline. The infrared light is emitted, and then the intensity of the received infrared light is analyzed to calculate the attenuation rate of the infrared light after passing through the pipe. When the attenuation rate of the infrared light is greater than the preset value, it indicates that there is a liquid medium flow in the pipe. For this detection method, when the diameter of the transportation pipeline is particularly small (millimeter level), such as an oil and gas lubrication pipeline (there is a mixed medium of air and oil in the pipeline), because the cross-section of the gas-liquid medium flow in the pipeline is relatively thin, It is difficult to accurately detect the state of the medium flow in the pipeline through the above-mentioned infrared detection processing method. Therefore, in the existing technology, ultrasonic waves are generally used to detect the liquid flow state of small diameter pipes, and the detection results are not ideal.
相比于单相流,气液两相流在管道内具有特有的流型,如图11,沿流动方向,液体介质膜呈周期性间隔分布,且液体介质膜附着在管壁上。因此,可基于气液两相流的流型,对光传感器测到的数据处理进行改进,以使得可基于光线检测的传感器对气液两相流的状态进行检测,并获得良好效果。Compared with single-phase flow, gas-liquid two-phase flow has a unique flow pattern in the pipeline, as shown in Figure 11. Along the flow direction, the liquid medium film is distributed at periodic intervals, and the liquid medium film is attached to the pipe wall. Therefore, based on the flow pattern of the gas-liquid two-phase flow, the data processing measured by the light sensor can be improved, so that the sensor based on light detection can detect the state of the gas-liquid two-phase flow and obtain good results.
发明内容Contents of the invention
本发明的目的是提供一种可用于小管径的并采用光线传感器对管线内的气液两相流介质的状态进行检测的管线中气液两相流状态检测方法及装置。The object of the present invention is to provide a gas-liquid two-phase flow state detection method and device in a pipeline that can be used in small pipe diameters and uses a light sensor to detect the state of the gas-liquid two-phase flow medium in the pipeline.
为了实现上述目的,本发明公开了一种管线中气液两相流状态检测方法, 基于沿待测管线的管径方向布置的至少一对位于所述管线外部的光发射器和光接收器进行检测,所述检测方法包括:In order to achieve the above object, the present invention discloses a method for detecting the state of gas-liquid two-phase flow in a pipeline. The detection is based on at least a pair of light emitters and light receivers located outside the pipeline arranged along the diameter direction of the pipeline to be tested. , the detection method includes:
实时检测并处理所述光接收器接收到的光信号,以生成反应光信号强度变化率的功率谱;Detect and process the optical signal received by the optical receiver in real time to generate a power spectrum that reflects the change rate of optical signal intensity;
获取所述功率谱中当前时刻的峰值;Obtain the peak value at the current moment in the power spectrum;
将所述功率谱的峰值与预设的第一阈值比较,并根据比较结果确定所述管线中当前气液两相流介质的存在状态。The peak value of the power spectrum is compared with a preset first threshold, and the current existence state of the gas-liquid two-phase flow medium in the pipeline is determined based on the comparison result.
较佳地,所述确定所述管线中当前气液两相流介质的存在状态包括:Preferably, determining the current existence state of the gas-liquid two-phase flow medium in the pipeline includes:
确定所述功率谱的峰值是否小于第一阈值,如果是,Determine whether the peak value of the power spectrum is less than a first threshold, and if so,
则,所述管线内不存在气液两相流介质,或所述管线内的气液两相流介质不流动;Then, there is no gas-liquid two-phase flow medium in the pipeline, or the gas-liquid two-phase flow medium in the pipeline does not flow;
如果否,则所述管线内存在流动的气液两相流介质。If not, there is a flowing gas-liquid two-phase flow medium in the pipeline.
较佳地,当所述功率谱的峰值不小于所述第一阈值时,计算前后时刻的功率谱的峰值的频率差,将该频率差与预设的第二阈值比较,并根据比较结果确定所述管线中当前气液两相流介质的流动状态。Preferably, when the peak value of the power spectrum is not less than the first threshold, calculate the frequency difference between the peak values of the power spectrum at the previous and next moments, compare the frequency difference with a preset second threshold, and determine based on the comparison result. The current flow state of the gas-liquid two-phase flow medium in the pipeline.
较佳地,所述确定所述管线中当前气液两相流介质的流动状态包括:Preferably, determining the current flow state of the gas-liquid two-phase flow medium in the pipeline includes:
确定前后时刻的功率谱的峰值的频率差是否大于第二阈值,如果是,Determine whether the frequency difference between the peaks of the power spectrum at the preceding and following moments is greater than the second threshold, and if so,
则,所述管线中的气液两相流介质流动不均匀;Then, the gas-liquid two-phase flow medium in the pipeline flows unevenly;
如果否,则所述管线中的气液两相流介质流动均匀。If not, the gas-liquid two-phase flow medium in the pipeline flows uniformly.
较佳地,对所述光信号进行处理的方法包括:Preferably, the method for processing the optical signal includes:
将所述光信号转换为与其光强度相适配的电信号;Convert the optical signal into an electrical signal suitable for its light intensity;
对所述电信号进行噪声去除和分解处理,以得到目标信号;Perform noise removal and decomposition processing on the electrical signal to obtain the target signal;
通过功率谱估计的方法估计所得到的一系列所述目标信号的峰值频率,以得到所述功率谱。The peak frequencies of a series of obtained target signals are estimated by a power spectrum estimation method to obtain the power spectrum.
较佳地,所述第一阈值为a,e-5<a<e-3。Preferably, the first threshold is a, e-5<a<e-3.
较佳地,所述第二阈值为b,b≤1Hz。Preferably, the second threshold is b, b≤1Hz.
较佳地,所述管线的外径为c,内径为d,3mm≤c≤5mm,1.5mm≤d≤3mm。Preferably, the outer diameter of the pipeline is c, the inner diameter is d, 3mm≤c≤5mm, and 1.5mm≤d≤3mm.
较佳地,所述光发射器包括LED灯。Preferably, the light emitter includes an LED lamp.
较佳地,所述气液两相流介质包括空气和油液的混合介质。Preferably, the gas-liquid two-phase flow medium includes a mixed medium of air and oil.
较佳地,所述光发射器发出的光线被所述管线的吸收率小于被所述油液的 吸收率。Preferably, the absorption rate of the light emitted by the light emitter by the pipeline is smaller than the absorption rate by the oil.
较佳地,所述光发射器发出的光线为波长为923nm的红外光。Preferably, the light emitted by the light emitter is infrared light with a wavelength of 923 nm.
本发明还公开一种管线中气液两相流状态检测装置,其包括:The invention also discloses a device for detecting the state of gas-liquid two-phase flow in a pipeline, which includes:
沿待测管线的管径方向布置的至少一对位于所述管线外部的光发射器和光接收器;at least a pair of light emitters and light receivers located outside the pipeline, arranged along the diameter direction of the pipeline to be tested;
信号处理模块,实时检测并处理所述光接收器接收到的光信号,以生成反应光信号强度变化率的功率谱;A signal processing module that detects and processes the optical signal received by the optical receiver in real time to generate a power spectrum that reflects the change rate of optical signal intensity;
第一比较模块,用于比较所述功率谱的峰值与预设的第一阈值的大小;A first comparison module, configured to compare the peak value of the power spectrum with a preset first threshold;
第一确定模块,用于根据所述第一比较模块的比较结果确定所述管线中当前气液两相流介质的存在状态。The first determination module is used to determine the current existence state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the first comparison module.
较佳地,还包括计算模块、第二比较模块和第二确定模块;Preferably, it also includes a calculation module, a second comparison module and a second determination module;
所述计算模块,用于计算在所述功率谱的峰值不小于第一阈值的情况下,前后时刻的功率谱的峰值的频率差;The calculation module is used to calculate the frequency difference between the peak values of the power spectrum at the preceding and following moments when the peak value of the power spectrum is not less than the first threshold;
所述第二比较模块,用于将所述频率差与预设的第二阈值比较;The second comparison module is used to compare the frequency difference with a preset second threshold;
所述第二确定模块,用于根据所述第二比较模块的比较结果确定所述管线中当前气液两相流介质的流动状态。The second determination module is used to determine the current flow state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the second comparison module.
较佳地,所述信号处理模块中设置有光电转换模块、噪声处理模块以及功率谱生成模块;Preferably, the signal processing module is provided with a photoelectric conversion module, a noise processing module and a power spectrum generation module;
所述光电转换模块,用于将所述光接收器接收到的光信号转换为与其光强度相适配的电信号;The photoelectric conversion module is used to convert the optical signal received by the optical receiver into an electrical signal that matches its light intensity;
所述噪声处理模块,用于对所述电信号进行噪声去除和分解处理,以得到目标信号;The noise processing module is used to perform noise removal and decomposition processing on the electrical signal to obtain the target signal;
所述功率谱生成模块,用于通过功率谱估计的方法估计所得到的一些列所述目标信号的峰值频率,以得到所述功率谱。The power spectrum generation module is configured to estimate the peak frequencies of a series of obtained target signals through a power spectrum estimation method to obtain the power spectrum.
较佳地,所述第一阈值为a,e-5<a<e-3。Preferably, the first threshold is a, e-5<a<e-3.
较佳地,所述第二阈值为b,b≤1Hz。Preferably, the second threshold is b, b≤1Hz.
较佳地,所述管线的外径为c,内径为d,3mm≤c≤5mm,1.5mm≤d≤3mm。Preferably, the outer diameter of the pipeline is c, the inner diameter is d, 3mm≤c≤5mm, and 1.5mm≤d≤3mm.
较佳地,所述光发射器包括LED灯。Preferably, the light emitter includes an LED lamp.
较佳地,所述气液两相流介质包括空气和油液的混合介质。Preferably, the gas-liquid two-phase flow medium includes a mixed medium of air and oil.
较佳地,所述光发射器发出的光线为波长为923nm的红外光。Preferably, the light emitted by the light emitter is infrared light with a wavelength of 923 nm.
本发明还公开一种管线中气液两相流状态检测系统,其包括:The invention also discloses a gas-liquid two-phase flow state detection system in a pipeline, which includes:
一个或多个处理器;one or more processors;
存储器;memory;
以及一个或多个程序,其中一个或多个程序被存储在所述存储器中,并且被配置成由所述一个或多个处理器执行,所述程序包括用于执行如上所述的管线中气液两相流状态检测方法的指令。and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by the one or more processors, the program including for performing the gas-in-pipeline process as described above. Instructions for liquid two-phase flow state detection methods.
本发明还公开一种计算机可读存储介质,其包括计算机程序,所述计算机程序可被处理器执行以完成如上所述的管线中气液两相流状态检测方法。The present invention also discloses a computer-readable storage medium, which includes a computer program that can be executed by a processor to complete the above-mentioned method for detecting gas-liquid two-phase flow status in a pipeline.
与现有技术相比,本申请通过光线传感器也即沿待测管线的管径方向布置的一对位于管线外部的光发射器和光接收器来检测管线中气液两相流介质的状态,并根据气液两相流在管线中的特有流型对检测到的数据进行处理,以得到反应光信号强度变化率的功率谱,并将该功率谱的峰值与预设的第一阈值比较,根据比较结果即可确定出该管线中当前气液两相流介质的存在状态;由此可知,本申请通过反应光信号强度变化率的功率谱来表征管线中的介质流状态,无论管径大小,也即,即使极小管径的管线,管线中的气液两相流介质的存在状态的变化也会反应在功率谱中,从而有效提高通过光线传感器对小管径中气液两相流介质状态检测的精准度。Compared with the existing technology, this application detects the state of the gas-liquid two-phase flow medium in the pipeline through a light sensor, that is, a pair of light emitters and light receivers located outside the pipeline arranged along the diameter direction of the pipeline to be measured, and The detected data is processed according to the unique flow pattern of the gas-liquid two-phase flow in the pipeline to obtain a power spectrum that reflects the change rate of the optical signal intensity, and the peak value of the power spectrum is compared with the preset first threshold, according to The comparison results can determine the current existence state of the gas-liquid two-phase flow medium in the pipeline; it can be seen that this application uses the power spectrum that reflects the change rate of the light signal intensity to characterize the medium flow state in the pipeline, regardless of the size of the pipe diameter. That is to say, even for pipelines with extremely small diameters, changes in the existence state of the gas-liquid two-phase flow medium in the pipeline will be reflected in the power spectrum, thereby effectively improving the detection of gas-liquid two-phase flow media in small pipe diameters through the light sensor. Accuracy of status detection.
图1为本发明实施例中对管线进行光学检测的布置结构示意图。Figure 1 is a schematic diagram of the layout structure for optical inspection of pipelines in an embodiment of the present invention.
图2为本发明其中一实施例中检测方法流程图。Figure 2 is a flow chart of a detection method in one embodiment of the present invention.
图3为本发明另一实施例中检测方法流程图。Figure 3 is a flow chart of a detection method in another embodiment of the present invention.
图4为本发明实施例中其中一功率谱图,其中管内介质不流动。Figure 4 is one of the power spectrum diagrams in the embodiment of the present invention, in which the medium in the tube does not flow.
图5为本发明实施例中另一功率谱图,其中管内不存在介质。Figure 5 is another power spectrum diagram in an embodiment of the present invention, in which there is no medium in the tube.
图6为本发明实施例中另一功率谱图,其中管内介质正常流动。Figure 6 is another power spectrum diagram in an embodiment of the present invention, in which the medium in the tube flows normally.
图7为本发明实施例中对油气润滑管线进行检测时采集的功率谱图,其中油液流动均匀。Figure 7 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, in which the oil flows evenly.
图8为本发明实施例中对油气润滑管线进行检测时采集的功率谱图,其中油液流动不均匀。Figure 8 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, in which the oil flow is uneven.
图9为本发明实施例中对油气润滑管线进行检测时采集的功率谱图,其中油液不流动。Figure 9 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, in which the oil does not flow.
图7为本发明实施例中对油气润滑管线进行检测时采集的功率谱图,其中管线内无油液。Figure 7 is a power spectrum collected when detecting oil and gas lubrication pipelines in the embodiment of the present invention, where there is no oil in the pipeline.
图11为本发明实施例中油气混合液的流型图。Figure 11 is a flow pattern diagram of the oil-gas mixture in the embodiment of the present invention.
图12为本发明其中一实施例中检测装置结构示意图。Figure 12 is a schematic structural diagram of a detection device in one embodiment of the present invention.
图13为本发明另一实施例中检测装置结构示意图。Figure 13 is a schematic structural diagram of a detection device in another embodiment of the present invention.
为详细说明本发明的技术内容、构造特征、所实现目的及效果,以下结合实施方式并配合附图详予说明。In order to describe in detail the technical content, structural features, achieved objectives and effects of the present invention, the following will be described in detail in combination with the embodiments and the accompanying drawings.
本实施例公开了一种气液两相流状态检测方法,以对通过管线进行输送的气液两相流介质的状态进行检测,该气液两相流介质为导入管线中的气体和液体的混合介质,如油气润滑管中的油液和空气的混合油液,通过该检测方法,可有效检测油气润滑管中的油气混合油液的状态。本实施例中的检测方法基于光学传感器进行检测,具体地,如图1,沿待测管线的管径方向布置至少一对位于管线外部的光发射器10和光接收器11,光发射器10用于向管线中发射检测光,该检测光沿管线的管径方向透过管线,光接收器11用于接收从管线的管径方向射出的光信号。This embodiment discloses a gas-liquid two-phase flow state detection method to detect the state of a gas-liquid two-phase flow medium transported through a pipeline. The gas-liquid two-phase flow medium is a mixture of gas and liquid introduced into the pipeline. Mixed media, such as a mixture of oil and air in an oil-gas lubrication pipe, this detection method can effectively detect the state of the oil-gas mixture in the oil-gas lubrication pipe. The detection method in this embodiment is based on optical sensors. Specifically, as shown in Figure 1, at least a pair of light emitters 10 and light receivers 11 located outside the pipeline are arranged along the diameter direction of the pipeline to be tested. The light emitter 10 is In order to emit detection light into the pipeline, the detection light passes through the pipeline along the radial direction of the pipeline, and the light receiver 11 is used to receive the optical signal emitted from the radial direction of the pipeline.
为方便理解本实施例中的检测方法,首先基于气液两相流在管线中的特有流型对入射光线的影响予以说明。如图11,对于管线中的气液两相流介质来说,以油液空气混合介质为例,油膜呈周期性断裂,所以,当在管线的某一侧壁处经由管径方向投射检测光时,出射光也应呈周期变化。且,在一个周期内,随着油液向前流动,管线底部油膜的扰动波峰将率先通过检测区域,此时油膜厚度急剧增大,由于出射光强度与油液厚度成负相关,因此,导致出射光强度急剧减小。而后在检测区域液膜厚度逐渐减小的过程中,还会遭遇顶部油膜的扰动波波峰,因此对应的出射光强度将再次急剧减小,之后,就是油膜厚度逐渐减小到0的过程,至此一个周期结束。In order to facilitate understanding of the detection method in this embodiment, the influence of the unique flow pattern of the gas-liquid two-phase flow in the pipeline on the incident light is first explained. As shown in Figure 11, for the gas-liquid two-phase flow medium in the pipeline, taking the oil-liquid-air mixed medium as an example, the oil film breaks periodically. Therefore, when the detection light is projected at a certain side wall of the pipeline through the direction of the pipe diameter , the emitted light should also change periodically. Moreover, within a cycle, as the oil flows forward, the disturbance peak of the oil film at the bottom of the pipeline will first pass through the detection area. At this time, the thickness of the oil film increases sharply. Since the intensity of the emergent light is negatively correlated with the thickness of the oil, it leads to The intensity of the emergent light decreases sharply. Then, as the liquid film thickness in the detection area gradually decreases, it will also encounter the disturbance wave peak of the top oil film, so the corresponding emitted light intensity will decrease sharply again. After that, the oil film thickness gradually decreases to 0. At this point, A cycle ends.
基于上述气液两相流在管线中的特有流型对入射光线的影响的原理,如图1和图2,本实施例中检测方法包括如下步骤:Based on the above-mentioned principle of the influence of the unique flow pattern of gas-liquid two-phase flow in pipelines on incident light, as shown in Figure 1 and Figure 2, the detection method in this embodiment includes the following steps:
S1:实时检测并处理光接收器11接收到的光信号,以生成反应光信号强度变化率的功率谱。功率谱,又叫功率谱密度函数,定义了单位频带内的信号功率。在本实施例中,对于任一时刻的功率谱来说,如图4,其横坐标表示信号变 化频率,与管线中的介质流的流动速度正相关,纵坐标表示光信号强度变化率的幅值,反应光信号强度的变化情况,其大小也与管线中的介质流的流动速度正相关,也即,管线中的介质流的流动速度越快,光接收器11接收到的光信号强度变化越快,相应地,光信号强度变化率的幅值越大,相反地,管线中的介质流的流动速度越慢,光接收器11接收到的光信号强度变化越慢,相应地,光信号强度变化率的幅值越小。S1: Detect and process the optical signal received by the optical receiver 11 in real time to generate a power spectrum reflecting the change rate of the intensity of the optical signal. Power spectrum, also called power spectral density function, defines the signal power within the unit frequency band. In this embodiment, for the power spectrum at any time, as shown in Figure 4, the abscissa represents the signal change frequency, which is positively related to the flow speed of the medium flow in the pipeline, and the ordinate represents the amplitude of the optical signal intensity change rate. value reflects the change in optical signal intensity, and its size is also positively related to the flow speed of the medium flow in the pipeline. That is, the faster the flow speed of the medium flow in the pipeline, the change in the intensity of the optical signal received by the optical receiver 11 The faster, correspondingly, the greater the amplitude of the optical signal intensity change rate. On the contrary, the slower the flow speed of the medium flow in the pipeline, the slower the optical signal intensity received by the optical receiver 11 changes. Correspondingly, the optical signal The amplitude of the intensity change rate is smaller.
S2:获取功率谱中当前时刻的峰值。S2: Get the peak value at the current moment in the power spectrum.
S3:将功率谱的峰值与预设的第一阈值比较,并根据比较结果确定管线中当前气液两相流介质的存在状态。S3: Compare the peak value of the power spectrum with the preset first threshold, and determine the existing state of the current gas-liquid two-phase flow medium in the pipeline based on the comparison result.
具体地,管线中的气液两相流介质的存在状态包括三种,一种状态为管线内不存在气液两相流介质,另一种状态为管线内存在不流动的气液两相流介质,再一种状态为,管线内存在流动的气液两相流介质。对此,确定管线中当前气液两相流介质的存在状态的方法为:Specifically, there are three states of existence of the gas-liquid two-phase flow medium in the pipeline. One state is that there is no gas-liquid two-phase flow medium in the pipeline, and the other state is that there is stagnant gas-liquid two-phase flow in the pipeline. Medium, in another state, there is a flowing gas-liquid two-phase flow medium in the pipeline. In this regard, the method to determine the current existence status of the gas-liquid two-phase flow medium in the pipeline is:
S30:确定功率谱的峰值是否小于第一阈值,如果是,则进入S31,如果否,则进入S32。S30: Determine whether the peak value of the power spectrum is less than the first threshold. If yes, proceed to S31. If not, proceed to S32.
S31:管线内不存在气液两相流介质,或管线内的气液两相流介质不流动。S31: There is no gas-liquid two-phase flow medium in the pipeline, or the gas-liquid two-phase flow medium in the pipeline does not flow.
S32:管线内存在流动的气液两相流介质。S32: There is a flowing gas-liquid two-phase flow medium in the pipeline.
上述实施例,通过对光接收器11接收到的光信号的处理,生成反应光信号强度变化率的功率谱,并根据该功率谱中的有效信号的峰值与预设的第一阈值的比较来确定当前管线中的气液两相流的状态。当功率谱中的峰值较小(小于第一阈值)时,表示管线内的介质对检测光强度变化的影响几乎可忽略,因此,可确定管线内不存在气液两相流介质(如图5),或管线内的气液两相流介质不流动(如图4)。当功率谱中的峰值较大(不小于第一阈值)时,表示管线内的介质对检测光强度变化的影响较大,因此,可确定管线内存在流动的气液两相流介质(如图6)。In the above embodiment, by processing the optical signal received by the optical receiver 11, a power spectrum reflecting the change rate of the intensity of the optical signal is generated, and based on the comparison between the peak value of the effective signal in the power spectrum and the preset first threshold. Determine the status of the gas-liquid two-phase flow in the current pipeline. When the peak value in the power spectrum is small (less than the first threshold), it means that the influence of the medium in the pipeline on the change of detected light intensity is almost negligible. Therefore, it can be determined that there is no gas-liquid two-phase flow medium in the pipeline (as shown in Figure 5 ), or the gas-liquid two-phase flow medium in the pipeline does not flow (as shown in Figure 4). When the peak value in the power spectrum is large (not less than the first threshold), it means that the medium in the pipeline has a greater impact on the change of detected light intensity. Therefore, it can be determined that there is a gas-liquid two-phase flow medium flowing in the pipeline (as shown in the figure) 6).
在另一实施例中,如图3,当功率谱的峰值不小于第一阈值时,上述检测方法还包括如下步骤:In another embodiment, as shown in Figure 3, when the peak value of the power spectrum is not less than the first threshold, the above detection method further includes the following steps:
S4:计算前后时刻的功率谱的峰值的频率差。S4: Calculate the frequency difference between the peaks of the power spectrum at the preceding and following moments.
S5:将该频率差与预设的第二阈值比较,并根据比较结果确定管线中当前气液两相流介质的流动状态。S5: Compare the frequency difference with the preset second threshold, and determine the current flow state of the gas-liquid two-phase flow medium in the pipeline based on the comparison result.
在功率谱中,由于功率谱的峰值的频率与气液两相流介质的流动速度相关,因此,当管线中气液两相流介质流速恒定时,理论上前后两时刻的功率谱的峰值的频率差为零,相反地,管线中气液两相流介质流速变化越大,前后两时刻的功率谱的峰值的频率差相应越大。因此,具体地,本实施例中确定管线中当前气液两相流介质的流动状态的方法包括:In the power spectrum, since the frequency of the peak value of the power spectrum is related to the flow speed of the gas-liquid two-phase flow medium, when the flow rate of the gas-liquid two-phase flow medium in the pipeline is constant, theoretically the peak value of the power spectrum at two moments before and after is The frequency difference is zero. On the contrary, the greater the change in the flow rate of the gas-liquid two-phase flow medium in the pipeline, the greater the frequency difference between the peaks of the power spectrum at the two moments. Therefore, specifically, the method for determining the current flow state of the gas-liquid two-phase flow medium in the pipeline in this embodiment includes:
S50:确定前后时刻的功率谱的峰值的频率差是否大于第二阈值,如果是,则进入S51,如果否,则进入S52。S50: Determine whether the frequency difference between the peaks of the power spectrum at the preceding and following moments is greater than the second threshold. If yes, proceed to S51. If not, proceed to S52.
S51:管线中的气液两相流介质流动不均匀;S51: The gas-liquid two-phase flow medium in the pipeline flows unevenly;
S52:管线中的气液两相流介质流动均匀。S52: The gas-liquid two-phase flow medium in the pipeline flows evenly.
采用上述实施例公开的检测方法对油气润滑管线中的油液和空气混合介质进行检测时,通过光接收器11实时接收光发射器10经由管线的径向射出的光信号,并将该光信号转换为相应的电信号,然后,采用该电信号生成获得反应光信号强度变化率的功率谱。接着,从该功率谱中获取有效信号的峰值,然后,将该峰值与第一预设值比较,如果该峰值小于第一预设值,则给出如下检测结果:管线内不存在油液(如图5、图10),或管线内的油液不流动(如图4、图9)。如果该峰值不小于第一预设值,则给出如下检测结果:管线内存在流动的油液(如图6)。另外,当确定管线内存在流动的油液时,从功率谱中取出一组前后时刻的峰值的频率差,并确定该频率差是否大于第二预设值,如果是,则给出如下检测结果:管线内油液流动不均匀(如图8),如果否,则给出如下检测结果:管线内油液流动均匀(如图7)。由此,工作人员根据检查结果即可确定出油气润滑管线当前的工作状态,当出现故障时,如管线内没有油液,及时做出应对措施。When the detection method disclosed in the above embodiment is used to detect the oil and air mixed medium in the oil and gas lubrication pipeline, the optical signal emitted by the optical transmitter 10 in the radial direction of the pipeline is received in real time by the optical receiver 11, and the optical signal is It is converted into a corresponding electrical signal, and then the electrical signal is used to generate a power spectrum that reflects the change rate of the intensity of the optical signal. Next, the peak value of the effective signal is obtained from the power spectrum, and then the peak value is compared with the first preset value. If the peak value is less than the first preset value, the following detection result is given: there is no oil in the pipeline ( (See Figure 5, Figure 10), or the oil in the pipeline does not flow (Figure 4, Figure 9). If the peak value is not less than the first preset value, the following detection result is given: there is flowing oil in the pipeline (as shown in Figure 6). In addition, when it is determined that there is flowing oil in the pipeline, the frequency difference of a set of peaks at the previous and next moments is taken from the power spectrum, and it is determined whether the frequency difference is greater than the second preset value. If so, the following detection results are given : The oil flow in the pipeline is uneven (as shown in Figure 8). If not, the following test results are given: The oil flow in the pipeline is uniform (as shown in Figure 7). From this, the staff can determine the current working status of the oil and gas lubrication pipeline based on the inspection results. When a fault occurs, such as there is no oil in the pipeline, countermeasures can be taken in a timely manner.
另一实施例中,对光信号进行处理的方法包括:In another embodiment, a method for processing optical signals includes:
首先,将光信号转换为与其光强度相适配的电信号。其次,对电信号进行噪声去除和分解处理,以得到目标信号。然后,通过功率谱估计的方法估计所得到的一系列目标信号的峰值频率,以得到功率谱。First, the optical signal is converted into an electrical signal that matches its light intensity. Secondly, perform noise removal and decomposition processing on the electrical signal to obtain the target signal. Then, the peak frequencies of the obtained series of target signals are estimated through the power spectrum estimation method to obtain the power spectrum.
具体地,得到电信号后,首先去基线漂移,去基线漂移主要是为了去除信号中直流分量的干扰。然后进行小波包信号分解,小波分解则是将信号分解为多个频段,通过计算各个频段信号与原信号的互相关系数,来找出实际信号和噪声分布的频段,然后再结合小波阈值降噪进行分组处理,接着,对处理后的 各频段进行小波重构。最后,通过功率谱估计的方式估计信号的峰值频率,以得到功率谱。Specifically, after obtaining the electrical signal, the baseline drift is first removed. The purpose of baseline drift removal is mainly to remove the interference of the DC component in the signal. Then perform wavelet packet signal decomposition. Wavelet decomposition decomposes the signal into multiple frequency bands. By calculating the correlation coefficient between each frequency band signal and the original signal, we can find out the frequency band where the actual signal and noise are distributed, and then combine it with the wavelet threshold for noise reduction. Perform grouping processing, and then perform wavelet reconstruction on each processed frequency band. Finally, the peak frequency of the signal is estimated through power spectrum estimation to obtain the power spectrum.
另一实施例中,第一阈值为a,e-5<a<e-3。具体地,a优选为e-4。In another embodiment, the first threshold is a, e-5<a<e-3. Specifically, a is preferably e-4.
再一实施例中,关于第二阈值的大小选择,可在管线形成稳定气液两相流的情况下,分别截取每个气压工况下5个时刻的信号波形,重复数据处理流程,提取峰值频率如下表1-1所示。从中可看出,在管线稳定运行的过程中,信号的峰值频率变化幅度很小,统计各气压下峰值频率的极差,可以看出最大不会超过1Hz。因此,第二阈值为b,b≤1Hz。In another embodiment, regarding the selection of the second threshold, when the pipeline forms a stable gas-liquid two-phase flow, the signal waveforms at 5 moments under each pressure working condition can be intercepted, and the data processing process can be repeated to extract the peak value. The frequencies are shown in Table 1-1 below. It can be seen from this that during the stable operation of the pipeline, the peak frequency of the signal changes very little. Statistics on the range of the peak frequency under each pressure indicate that the maximum does not exceed 1 Hz. Therefore, the second threshold is b, b≤1Hz.
表1-1Table 1-1
根据上述实施例公开的检测方法的原理可知,其可应用于极小管径的管线,本实施例中,管线的外径为c,内径为d,3mm≤c≤5mm,1.5mm≤d≤3mm。具体地,c为4mm,d为2.5mm。另外,对于本实施例公开的小管径的管线,由于检测光的路径较短,因此,检测光通过管线的过程中,即使有些许发散,也可被光接收器11有效接收,所以,采用LED灯作为光发射器10,相比激光源,有效降低设备成本。According to the principle of the detection method disclosed in the above embodiment, it can be known that it can be applied to pipelines with extremely small diameters. In this embodiment, the outer diameter of the pipeline is c, the inner diameter is d, 3mm≤c≤5mm, 1.5mm≤d≤ 3mm. Specifically, c is 4mm and d is 2.5mm. In addition, for the small-diameter pipeline disclosed in this embodiment, since the path of the detection light is short, even if the detection light diverges slightly during the process of passing through the pipeline, it can be effectively received by the light receiver 11 . Therefore, using LED lamps serve as light emitters 10 and can effectively reduce equipment costs compared to laser sources.
再一实施例中,为取得较好的检测效果,光发射器10发出的光线被管线的吸收率小于被油液的吸收率,从而可有效区分管线中油液混合介质的状态。具体地,光发射器10发出的光线优选为波长为923nm的红外光。In yet another embodiment, in order to achieve better detection results, the absorption rate of the light emitted by the light emitter 10 by the pipeline is smaller than the absorption rate by the oil, so that the state of the oil-liquid mixed medium in the pipeline can be effectively distinguished. Specifically, the light emitted by the light emitter 10 is preferably infrared light with a wavelength of 923 nm.
如图12,本发明还公开一种管线中气液两相流状态检测装置,其包括:As shown in Figure 12, the present invention also discloses a gas-liquid two-phase flow state detection device in a pipeline, which includes:
沿待测管线的管径方向布置的至少一对位于管线外部的光发射器10和光接收器11、信号处理模块12、第一比较模块13以及第一确定模块14。At least a pair of light emitters 10 and light receivers 11 located outside the pipeline, a signal processing module 12, a first comparison module 13 and a first determination module 14 are arranged along the diameter direction of the pipeline to be measured.
光发射器10用于向管线中发射检测光,光接收器11用于接收从管线的管径方向射出的光信号。The optical transmitter 10 is used to emit detection light into the pipeline, and the optical receiver 11 is used to receive the optical signal emitted from the radial direction of the pipeline.
信号处理模块12,用于实时检测并处理光接收器11接收到的光信号,以生成反应光信号强度变化率的功率谱。The signal processing module 12 is used to detect and process the optical signal received by the optical receiver 11 in real time to generate a power spectrum that reflects the change rate of the intensity of the optical signal.
第一比较模块13,用于比较功率谱的峰值与预设的第一阈值的大小。The first comparison module 13 is used to compare the peak value of the power spectrum with the size of the preset first threshold.
第一确定模块14,用于根据第一比较模块13的比较结果确定管线中当前气液两相流介质的存在状态。The first determination module 14 is used to determine the current existence state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the first comparison module 13 .
进一步地,如图13,该检测装置还包括计算模块15、第二比较模块16和第二确定模块17。Further, as shown in Figure 13, the detection device also includes a calculation module 15, a second comparison module 16 and a second determination module 17.
计算模块15用于计算在功率谱的峰值不小于第一阈值的情况下,前后时刻的功率谱的峰值的频率差。The calculation module 15 is configured to calculate the frequency difference between the peak values of the power spectrum at the preceding and following moments when the peak value of the power spectrum is not less than the first threshold.
第二比较模块16用于将频率差与预设的第二阈值比较。The second comparison module 16 is used to compare the frequency difference with a preset second threshold.
第二确定模块17用于根据第二比较模块16的比较结果确定管线中当前气液两相流介质的流动状态。The second determination module 17 is used to determine the current flow state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the second comparison module 16 .
更进一步地,信号处理模块12中设置有光电转换模块120、噪声处理模块121以及功率谱生成模块122。Furthermore, the signal processing module 12 is provided with a photoelectric conversion module 120, a noise processing module 121 and a power spectrum generation module 122.
光电转换模块120,用于将光接收器11接收到的光信号转换为与其光强度相适配的电信号。The photoelectric conversion module 120 is used to convert the optical signal received by the optical receiver 11 into an electrical signal suitable for its light intensity.
噪声处理模块121,用于对电信号进行噪声去除和分解处理,以得到目标信号。The noise processing module 121 is used to perform noise removal and decomposition processing on the electrical signal to obtain the target signal.
功率谱生成模块122,用于通过功率谱估计的方法估计所得到的一些列目标信号的峰值频率,以得到功率谱。The power spectrum generation module 122 is configured to estimate the peak frequencies of a series of obtained target signals through a power spectrum estimation method to obtain a power spectrum.
另外需要说明的是,上述实施例中的检测装置的工作原理和使用方式详见上述检测方法实施例,在此不再赘述。In addition, it should be noted that the working principle and usage of the detection device in the above embodiment can be found in the above detection method embodiment, and will not be described again here.
本发明还公开另一种气液两相流状态检测系统,其包括一个或多个处理器、存储器以及一个或多个程序,其中一个或多个程序被存储在所述存储器中,并且被配置成由所述一个或多个处理器执行,所述程序包括用于执行如上所述的气液两相流状态检测方法的指令。处理模块可以采用通用的中央处理模块(Central Processing Unit,CPU),微处理模块,应用专用集成电路(Application Specific Integrated Circuit,ASIC),或者一个或多个集成电路,用于执行相关程序,以实现本申请实施例的气液两相流状态检测系统中的模块所需执行的功能,或者执行本申请方法实施例的气液两相流状态检测方法。The invention also discloses another gas-liquid two-phase flow state detection system, which includes one or more processors, memories and one or more programs, wherein one or more programs are stored in the memory and configured To be executed by the one or more processors, the program includes instructions for executing the gas-liquid two-phase flow state detection method as described above. The processing module can use a general central processing module (Central Processing Unit, CPU), a microprocessing module, an application specific integrated circuit (Application Specific Integrated Circuit, ASIC), or one or more integrated circuits to execute related programs to achieve The modules in the gas-liquid two-phase flow state detection system of the embodiment of the present application need to perform functions, or perform the gas-liquid two-phase flow state detection method of the method embodiment of the present application.
本发明还公开一种计算机可读存储介质,其包括计算机程序,所述计算机程序可被处理器执行以完成如上所述的气液两相流状态检测方法。该计算机可读存储介质可以是计算机能够存取的任何可用介质或者是包含一个或多个可用介质集成的服务器、数据中心等数据存储设备。该可用介质可以是只读存储器(read-onlymemory,ROM),或随机存取存储器(random access memory,RAM),或磁性介质,例如,软盘、硬盘、磁带、磁碟、或光介质,例如,数字通用光盘(digital versatile disc,DVD)、或者半导体介质,例如,固态硬盘(solid state disk,SSD)等。The present invention also discloses a computer-readable storage medium, which includes a computer program that can be executed by a processor to complete the gas-liquid two-phase flow state detection method as described above. The computer-readable storage medium can be any available medium that can be accessed by a computer or a data storage device such as a server or data center integrated with one or more available media. The available media may be read-only memory (ROM), random access memory (RAM), or magnetic media, such as floppy disks, hard disks, tapes, disks, or optical media, such as, Digital versatile disc (digital versatile disc, DVD), or semiconductor media, such as solid state drive (solid state disk, SSD), etc.
本申请实施例还公开了一种计算机程序产品或计算机程序,该计算机程序产品或计算机程序包括计算机指令,该计算机指令存储在计算机可读存储介质中。电子设备的处理器从计算机可读存储介质读取该计算机指令,处理器执行该计算机指令,使得该电子设备执行上述气液两相流状态检测方法。The embodiment of the present application also discloses a computer program product or computer program. The computer program product or computer program includes computer instructions, and the computer instructions are stored in a computer-readable storage medium. The processor of the electronic device reads the computer instructions from the computer-readable storage medium, and the processor executes the computer instructions, so that the electronic device performs the above gas-liquid two-phase flow state detection method.
以上所揭露的仅为本发明的优选实施例而已,当然不能以此来限定本发明之权利范围,因此依本发明申请专利范围所作的等同变化,仍属本发明所涵盖的范围。What is disclosed above is only the preferred embodiment of the present invention. Of course, it cannot be used to limit the scope of rights of the present invention. Therefore, equivalent changes made according to the patent scope of the present invention still fall within the scope of the present invention.
Claims (23)
- 一种管线中气液两相流状态检测方法,其特征在于,基于沿待测管线的管径方向布置的至少一对位于所述管线外部的光发射器和光接收器进行检测,所述检测方法包括:A method for detecting the state of gas-liquid two-phase flow in a pipeline, which is characterized in that detection is based on at least a pair of light emitters and light receivers located outside the pipeline arranged along the diameter direction of the pipeline to be tested. The detection method include:实时检测并处理所述光接收器接收到的光信号,以生成反应光信号强度变化率的功率谱;Detect and process the optical signal received by the optical receiver in real time to generate a power spectrum that reflects the change rate of optical signal intensity;获取所述功率谱中当前时刻的峰值;Obtain the peak value at the current moment in the power spectrum;将所述功率谱的峰值与预设的第一阈值比较,并根据比较结果确定所述管线中当前气液两相流介质的存在状态。The peak value of the power spectrum is compared with a preset first threshold, and the current existence state of the gas-liquid two-phase flow medium in the pipeline is determined based on the comparison result.
- 根据权利要求1所述的管线中气液两相流状态检测方法,其特征在于,所述确定所述管线中当前气液两相流介质的存在状态包括:The method for detecting gas-liquid two-phase flow status in a pipeline according to claim 1, wherein determining the current existence status of the gas-liquid two-phase flow medium in the pipeline includes:确定所述功率谱的峰值是否小于第一阈值,如果是,Determine whether the peak value of the power spectrum is less than a first threshold, and if so,则,所述管线内不存在气液两相流介质,或所述管线内的气液两相流介质不流动;Then, there is no gas-liquid two-phase flow medium in the pipeline, or the gas-liquid two-phase flow medium in the pipeline does not flow;如果否,则所述管线内存在流动的气液两相流介质。If not, there is a flowing gas-liquid two-phase flow medium in the pipeline.
- 根据权利要求1所述的管线中气液两相流状态检测方法,其特征在于,当所述功率谱的峰值不小于所述第一阈值时,计算前后时刻的功率谱的峰值的频率差,将该频率差与预设的第二阈值比较,并根据比较结果确定所述管线中当前气液两相流介质的流动状态。The gas-liquid two-phase flow state detection method in pipelines according to claim 1, characterized in that when the peak value of the power spectrum is not less than the first threshold, the frequency difference of the peak value of the power spectrum at the previous and next moments is calculated, The frequency difference is compared with a preset second threshold, and the current flow state of the gas-liquid two-phase flow medium in the pipeline is determined based on the comparison result.
- 根据权利要求3所述的管线中气液两相流状态检测方法,其特征在于,所述确定所述管线中当前气液两相流介质的流动状态包括:The method for detecting gas-liquid two-phase flow status in pipelines according to claim 3, wherein determining the flow status of the current gas-liquid two-phase flow medium in the pipeline includes:确定前后时刻的功率谱的峰值的频率差是否大于第二阈值,如果是,Determine whether the frequency difference between the peaks of the power spectrum at the preceding and following moments is greater than the second threshold, and if so,则,所述管线中的气液两相流介质流动不均匀;Then, the gas-liquid two-phase flow medium in the pipeline flows unevenly;如果否,则所述管线中的气液两相流介质流动均匀。If not, the gas-liquid two-phase flow medium in the pipeline flows uniformly.
- 根据权利要求1所述的管线中气液两相流状态检测方法,其特征在于,对所述光信号进行处理的方法包括:The method for detecting gas-liquid two-phase flow status in pipelines according to claim 1, wherein the method for processing the optical signal includes:将所述光信号转换为与其光强度相适配的电信号;Convert the optical signal into an electrical signal suitable for its light intensity;对所述电信号进行噪声去除和分解处理,以得到目标信号;Perform noise removal and decomposition processing on the electrical signal to obtain the target signal;通过功率谱估计的方法估计所得到的一系列所述目标信号的峰值频率,以 得到所述功率谱。Estimate the peak frequencies of the obtained series of target signals through a power spectrum estimation method to obtain the power spectrum.
- 根据权利要求1所述的管线中气液两相流状态检测方法,其特征在于,所述第一阈值为a,e-5<a<e-3。The method for detecting gas-liquid two-phase flow status in pipelines according to claim 1, wherein the first threshold is a, e-5<a<e-3.
- 根据权利要求3所述的管线中气液两相流状态检测方法,其特征在于,所述第二阈值为b,b≤1Hz。The method for detecting gas-liquid two-phase flow status in pipelines according to claim 3, wherein the second threshold is b, b≤1Hz.
- 根据权利要求1所述的管线中气液两相流状态检测方法,其特征在于,所述管线的外径为c,内径为d,3mm≤c≤5mm,1.5mm≤d≤3mm。The gas-liquid two-phase flow state detection method in a pipeline according to claim 1, characterized in that the outer diameter of the pipeline is c, the inner diameter is d, 3mm≤c≤5mm, and 1.5mm≤d≤3mm.
- 根据权利要求8所述的管线中气液两相流状态检测方法,其特征在于,所述光发射器包括LED灯。The method for detecting gas-liquid two-phase flow status in pipelines according to claim 8, wherein the light emitter includes an LED lamp.
- 根据权利要求1所述的管线中气液两相流状态检测方法,其特征在于,所述气液两相流介质包括空气和油液的混合介质。The gas-liquid two-phase flow state detection method in a pipeline according to claim 1, characterized in that the gas-liquid two-phase flow medium includes a mixed medium of air and oil.
- 根据权利要求10所述的管线中气液两相流状态检测方法,其特征在于,所述光发射器发出的光线被所述管线的吸收率小于被所述油液的吸收率。The gas-liquid two-phase flow state detection method in a pipeline according to claim 10, characterized in that the absorption rate of the light emitted by the light emitter by the pipeline is smaller than the absorption rate by the oil.
- 根据权利要求11所述的管线中气液两相流状态检测方法,其特征在于,所述光发射器发出的光线为波长为923nm的红外光。The method for detecting the gas-liquid two-phase flow state in a pipeline according to claim 11, wherein the light emitted by the light emitter is infrared light with a wavelength of 923 nm.
- 一种管线中气液两相流状态检测装置,其特征在于,包括:A device for detecting the state of gas-liquid two-phase flow in a pipeline, which is characterized by including:沿待测管线的管径方向布置的至少一对位于所述管线外部的光发射器和光接收器;at least a pair of light emitters and light receivers located outside the pipeline, arranged along the diameter direction of the pipeline to be tested;信号处理模块,实时检测并处理所述光接收器接收到的光信号,以生成反应光信号强度变化率的功率谱;A signal processing module that detects and processes the optical signal received by the optical receiver in real time to generate a power spectrum that reflects the change rate of optical signal intensity;第一比较模块,用于比较所述功率谱的峰值与预设的第一阈值的大小;A first comparison module, configured to compare the peak value of the power spectrum with a preset first threshold;第一确定模块,用于根据所述第一比较模块的比较结果确定所述管线中当前气液两相流介质的存在状态。The first determination module is used to determine the current existence state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the first comparison module.
- 根据权利要求13所述的管线中气液两相流状态检测装置,其特征在于,还包括计算模块、第二比较模块和第二确定模块;The gas-liquid two-phase flow state detection device in a pipeline according to claim 13, further comprising a calculation module, a second comparison module and a second determination module;所述计算模块,用于计算在所述功率谱的峰值不小于第一阈值的情况下,前后时刻的功率谱的峰值的频率差;The calculation module is used to calculate the frequency difference between the peak values of the power spectrum at the preceding and following moments when the peak value of the power spectrum is not less than the first threshold;所述第二比较模块,用于将所述频率差与预设的第二阈值比较;The second comparison module is used to compare the frequency difference with a preset second threshold;所述第二确定模块,用于根据所述第二比较模块的比较结果确定所述管线中当前气液两相流介质的流动状态。The second determination module is used to determine the current flow state of the gas-liquid two-phase flow medium in the pipeline according to the comparison result of the second comparison module.
- 根据权利要求13所述的管线中气液两相流状态检测装置,其特征在于,所述信号处理模块中设置有光电转换模块、噪声处理模块以及功率谱生成模块;The gas-liquid two-phase flow state detection device in a pipeline according to claim 13, wherein the signal processing module is provided with a photoelectric conversion module, a noise processing module and a power spectrum generation module;所述光电转换模块,用于将所述光接收器接收到的光信号转换为与其光强度相适配的电信号;The photoelectric conversion module is used to convert the optical signal received by the optical receiver into an electrical signal that matches its light intensity;所述噪声处理模块,用于对所述电信号进行噪声去除和分解处理,以得到目标信号;The noise processing module is used to perform noise removal and decomposition processing on the electrical signal to obtain the target signal;所述功率谱生成模块,用于通过功率谱估计的方法估计所得到的一些列所述目标信号的峰值频率,以得到所述功率谱。The power spectrum generation module is configured to estimate the peak frequencies of a series of obtained target signals through a power spectrum estimation method to obtain the power spectrum.
- 根据权利要求13所述的管线中气液两相流状态检测装置,其特征在于,所述第一阈值为a,e-5<a<e-3。The device for detecting gas-liquid two-phase flow status in pipelines according to claim 13, characterized in that the first threshold is a, e-5<a<e-3.
- 根据权利要求14所述的管线中气液两相流状态检测装置,其特征在于,所述第二阈值为b,b≤1Hz。The device for detecting gas-liquid two-phase flow status in pipelines according to claim 14, wherein the second threshold is b, b≤1Hz.
- 根据权利要求13所述的管线中气液两相流状态检测装置,其特征在于,所述管线的外径为c,内径为d,3mm≤c≤5mm,1.5mm≤d≤3mm。The gas-liquid two-phase flow state detection device in a pipeline according to claim 13, characterized in that the outer diameter of the pipeline is c, the inner diameter is d, 3mm≤c≤5mm, and 1.5mm≤d≤3mm.
- 根据权利要求18所述的管线中气液两相流状态检测装置,其特征在于,所述光发射器包括LED灯。The device for detecting gas-liquid two-phase flow conditions in pipelines according to claim 18, wherein the light emitter includes an LED light.
- 根据权利要求13所述的管线中气液两相流状态检测装置,其特征在于,所述气液两相流介质包括空气和油液的混合介质。The device for detecting gas-liquid two-phase flow status in pipelines according to claim 13, wherein the gas-liquid two-phase flow medium includes a mixed medium of air and oil.
- 根据权利要求13所述的管线中气液两相流状态检测装置,其特征在于,所述光发射器发出的光线为波长为923nm的红外光。The device for detecting gas-liquid two-phase flow status in pipelines according to claim 13, wherein the light emitted by the light emitter is infrared light with a wavelength of 923 nm.
- 一种管线中气液两相流状态检测系统,其特征在于,包括:A gas-liquid two-phase flow state detection system in a pipeline, which is characterized by including:一个或多个处理器;one or more processors;存储器;memory;以及一个或多个程序,其中一个或多个程序被存储在所述存储器中,并且被配置成由所述一个或多个处理器执行,所述程序包括用于执行如权利要求1至12任一项所述的管线中气液两相流状态检测方法的指令。and one or more programs, wherein one or more programs are stored in said memory and configured to be executed by said one or more processors, said program comprising means for performing any of claims 1 to 12 An instruction for the method for detecting the state of gas-liquid two-phase flow in a pipeline.
- 一种计算机可读存储介质,其特征在于,包括计算机程序,所述计算机程序可被处理器执行以完成如权利要求1至12任一项所述的管线中气液两相流状态检测方法。A computer-readable storage medium, characterized by including a computer program, which can be executed by a processor to complete the gas-liquid two-phase flow state detection method in a pipeline according to any one of claims 1 to 12.
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