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CN113108867B - A segmented coaxial guided wave radar level gauge data processing method - Google Patents

A segmented coaxial guided wave radar level gauge data processing method Download PDF

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CN113108867B
CN113108867B CN202110417184.1A CN202110417184A CN113108867B CN 113108867 B CN113108867 B CN 113108867B CN 202110417184 A CN202110417184 A CN 202110417184A CN 113108867 B CN113108867 B CN 113108867B
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CN113108867A (en
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赵博
张曰义
孟祥焱
沈绍祥
刘小军
方广有
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Aerospace Information Research Institute of CAS
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01FMEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
    • G01F23/00Indicating or measuring liquid level or level of fluent solid material, e.g. indicating in terms of volume or indicating by means of an alarm
    • G01F23/22Indicating or measuring liquid level or level of fluent solid material, e.g. indicating in terms of volume or indicating by means of an alarm by measuring physical variables, other than linear dimensions, pressure or weight, dependent on the level to be measured, e.g. by difference of heat transfer of steam or water
    • G01F23/28Indicating or measuring liquid level or level of fluent solid material, e.g. indicating in terms of volume or indicating by means of an alarm by measuring physical variables, other than linear dimensions, pressure or weight, dependent on the level to be measured, e.g. by difference of heat transfer of steam or water by measuring the variations of parameters of electromagnetic or acoustic waves applied directly to the liquid or fluent solid material
    • G01F23/284Electromagnetic waves
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/35Details of non-pulse systems
    • G01S7/352Receivers
    • G01S7/354Extracting wanted echo-signals

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Abstract

The invention discloses a data processing method of a segmented guided wave radar liquid level meter. The method comprises the following steps: predicting a predicted value of the liquid level height in the target container at the next measurement according to the measured liquid level value and the liquid level change speed value of the current liquid level height in the target container; calculating a first false echo signal in the first echo signal measured next time according to the predicted value and the length of each segment of the waveguide rod; acquiring a first echo signal of a wave guide rod when liquid in a target container is positioned at the predicted liquid level height; calculating an initial measured level value of the predicted liquid level height according to the first echo signal and the first false echo signal; and performing Kalman filtering processing on the initial measurement liquid level value to obtain a measurement liquid level value of the predicted liquid level height. The present disclosure also provides a data processing system, a storage medium, and a computer program product of a segmented guided wave radar level gauge.

Description

一种分段式同轴导波雷达液位计数据处理方法A segmented coaxial guided wave radar level gauge data processing method

技术领域technical field

本发明属于FMCW雷达液位计信号处理技术领域,尤其涉及一种分段式导波雷达液位计的数据处理方法、数据处理系统、存储介质及计算机程序产品。The invention belongs to the technical field of FMCW radar liquid level gauge signal processing, and in particular relates to a data processing method, data processing system, storage medium and computer program product of a segmented guided wave radar liquid level gauge.

背景技术Background technique

FMCW体制导波雷达液位计是以频域反射原理(FDR)为基础的雷达液位计仪表,雷达液位计的调频连续波电磁信号沿着导波杆传播,当遇到被测介质表面时,雷达液位计的部分信号被反射形成回波并沿相同路径返回到信号发射装置(接收天线),接收的回波信号和发射信号的耦合信号混频产生差频信号,通过将传播时间转换成频差的方式,测量频率代替直接测量时差,来计算液位高度。The FMCW system guided wave radar level gauge is a radar level gauge instrument based on the principle of frequency domain reflection (FDR). The frequency-modulated continuous wave electromagnetic signal of the radar level gauge propagates along the probe. At the same time, part of the signal of the radar level gauge is reflected to form an echo and returns to the signal transmitting device (receiving antenna) along the same path. The received echo signal and the coupled signal of the transmitted signal are mixed to generate a difference frequency signal. Converted to frequency difference, measuring frequency instead of directly measuring time difference to calculate liquid level height.

依据导波杆探头结构的不同,常用的导波雷达液位计包括同轴式和双杆式两种。其中,同轴式导波杆探头是导波雷达液位计中最基本也是最有效的探头,它的结构类似于同轴电缆,由一根金属圆管以及一根金属棒同轴安装而成,电磁信号在金属棒和金属圆管之间的空间内传播,能量集中,不会扩散,能有效的传播高频信号,并且不易受到外界的影响。Depending on the structure of the probe, the commonly used guided wave radar level gauges include two types: coaxial type and double-rod type. Among them, the coaxial probe is the most basic and most effective probe in the guided wave radar level gauge. , The electromagnetic signal propagates in the space between the metal rod and the metal round tube, the energy is concentrated, and will not spread, which can effectively propagate high-frequency signals, and is not easily affected by the outside world.

传统同轴式导波杆探头采用一体式结构,因为杆式结构长度制约,不易运输和安装,所以同轴导波杆不适宜应用于较大量程。为了克服这一限制,同轴导波杆可采用分段式结构,各段通过螺纹连接,实现较大的量程,同时方便运输和安装。The traditional coaxial probe adopts an integrated structure. Because the length of the rod structure is restricted, it is not easy to transport and install, so the coaxial probe is not suitable for large ranges. In order to overcome this limitation, the coaxial probe can adopt a segmented structure, and each segment is connected by a thread to achieve a larger range, and at the same time, it is convenient for transportation and installation.

在实现本公开构思的过程中,发明人发现分段式同轴导波杆各段连接处的特性阻抗与其它部位不连续,在连接处会产生虚假回波,对液位测量形成干扰,导致出现测量误差较大的问题。In the process of realizing the concept of the present disclosure, the inventor found that the characteristic impedance at the connection of each segment of the segmented coaxial probe is not continuous with other parts, and false echoes will be generated at the connection, which will interfere with the liquid level measurement, resulting in There is a problem of large measurement error.

发明内容SUMMARY OF THE INVENTION

有鉴于此,本公开提供了一种分段式同轴导波雷达液位计数据处理方法。In view of this, the present disclosure provides a data processing method for a segmented coaxial guided wave radar liquid level gauge.

本公开的一个方面提供了一种分段式同轴导波雷达液位计数据处理方法,包括:One aspect of the present disclosure provides a method for processing segmented coaxial guided wave radar liquid level gauge data, including:

根据目标容器内当前液面高度的测量液位值和液位变化速度值,预测下次测量时所述目标容器内液面高度的预测值;According to the measured liquid level value and the liquid level change speed value of the current liquid level height in the target container, predict the predicted value of the liquid level height in the target container during the next measurement;

根据所述预测值和导波杆各段长度计算所述下次测量的第一回波信号中的第一虚假回波信号;Calculate the first false echo signal in the next measured first echo signal according to the predicted value and the length of each section of the probe;

获取所述目标容器内液体位于被预测液面高度时所述导波杆的第一回波信号;acquiring the first echo signal of the probe when the liquid in the target container is at the predicted liquid level;

根据所述第一回波信号和所述第一虚假回波信号计算所述被预测液面高度的测量液位值;Calculate the measured liquid level value of the predicted liquid level according to the first echo signal and the first false echo signal;

对所述液位值进行卡尔曼滤波处理,得到所述被预测液面高度的测量液位值。Kalman filtering is performed on the liquid level value to obtain the measured liquid level value of the predicted liquid level height.

根据本公开的实施例,所述数据处理方法还包括:According to an embodiment of the present disclosure, the data processing method further includes:

分别获取所述目标容器内无液体时所述导波杆的背景回波信号和所述目标容器内液体位于初始液面高度时的所述导波杆的初始回波信号;respectively acquiring the background echo signal of the probe when there is no liquid in the target container and the initial echo signal of the probe when the liquid in the target container is at the initial liquid level height;

根据所述背景回波信号和所述初始回波信号计算所述初始液面高度的测量液位值和液位变化速度值。The measured liquid level value and the liquid level change speed value of the initial liquid level height are calculated according to the background echo signal and the initial echo signal.

根据本公开的实施例,所述分别获取所述目标容器内无液体时所述导波杆的背景回波信号和所述目标容器内液体位于初始液面高度时的所述导波杆的初始回波信号包括:According to an embodiment of the present disclosure, the acquisition of the background echo signal of the probe when there is no liquid in the target container and the initial echo signal of the probe when the liquid in the target container is at an initial liquid level height is performed respectively. The echo signal includes:

分别采集所述目标容器内无液体时所述导波杆的第二回波信号和所述目标容器内液体位于初始液面高度时的所述导波杆的第三回波信号;respectively collecting the second echo signal of the probe when there is no liquid in the target container and the third echo signal of the probe when the liquid in the target container is at the initial liquid level;

分别对所述第二回波信号和所述第三回波信号进行线性调频Z变换,得到所述背景回波信号和所述初始回波信号。The second echo signal and the third echo signal are respectively subjected to chirp Z-transform to obtain the background echo signal and the initial echo signal.

根据本公开的实施例,所述背景回波信号包括:According to an embodiment of the present disclosure, the background echo signal includes:

c(t)=c0(t)+c1(t)+c2(t)+…+cQ(t)c(t)=c 0 (t)+c 1 (t)+c 2 (t)+…+c Q (t)

其中,c(t)为背景回波信号,c0(t)为导波杆馈电端口阻抗不匹配引起的反射信号,c1(t)为距离导波杆馈电端口的长度为L1的第一段导波杆和第二段导波杆连接处产生的反射信号,c2(t)为距离导波杆馈电端口的长度为L2的第二段导波杆和第三段导波杆连接处产生的反射信号,cQ(t)为距离导波杆馈电端口的长度为LQ的第Q段导波杆末端短路引起的全反射信号。Among them, c(t) is the background echo signal, c 0 (t) is the reflected signal caused by the impedance mismatch of the probe feed port, c 1 (t) is the length from the probe feed port L 1 The reflected signal generated at the connection between the first section of the probe and the second section of the probe, c 2 (t) is the second section of the probe and the third section of the length L 2 from the probe feed port The reflected signal generated at the connection of the probe, c Q (t) is the total reflection signal caused by the short-circuit at the end of the Q-th section of the probe with a length of L Q from the probe feed port.

根据本公开的实施例,所述根据所述背景回波信号和所述初始回波信号计算所述初始液面高度的测量液位值和液位变化速度值包括:According to an embodiment of the present disclosure, the calculation of the measured liquid level value and the liquid level change speed value of the initial liquid level height according to the background echo signal and the initial echo signal includes:

根据所述背景回波信号得到导波杆馈电端口处的第二虚假回波信号;obtaining a second false echo signal at the feeding port of the probe according to the background echo signal;

根据所述第二虚假回波信号消除所述初始回波信号中的虚假回波信号,得到第一真实回波信号;Eliminate the false echo signal in the initial echo signal according to the second false echo signal to obtain a first real echo signal;

通过波峰定位的方法对所述第一真实回波信号进行处理,得到所述初始液面高度值;The first real echo signal is processed by the method of wave peak positioning to obtain the initial liquid level height value;

根据所述初始液面高度值计算所述液位变化速度值。The liquid level change speed value is calculated according to the initial liquid level value.

根据本公开的实施例,所述根据目标容器内当前液面高度的测量液位值,预测下次测量时所述目标容器内液面高度的预测值包括:According to an embodiment of the present disclosure, according to the measured liquid level value of the current liquid level in the target container, predicting the predicted value of the liquid level in the target container for the next measurement includes:

Figure BDA0003028326020000031
Figure BDA0003028326020000031

其中,

Figure BDA0003028326020000032
为测量液位值,
Figure BDA0003028326020000033
为相邻两次测量的液位变化速度值,T为相邻两次测量的时间间隔。in,
Figure BDA0003028326020000032
To measure the liquid level value,
Figure BDA0003028326020000033
is the liquid level change speed value of two adjacent measurements, and T is the time interval of two adjacent measurements.

根据本公开的实施例,所述根据所述预测值和导波杆各段长度计算所述下次测量的第一回波信号中的第一虚假回波信号包括:

Figure BDA0003028326020000034
According to an embodiment of the present disclosure, the calculating, according to the predicted value and the length of each section of the probe, the first false echo signal in the first echo signal to be measured next time includes:
Figure BDA0003028326020000034

其中

Figure DA00030283260266882037
为第一虚假回波信号,Ci(k)为距离导波杆馈电端口的长度为Li的第i段导波杆和第i+1段导波杆连接处产生的反射信号,J为预测值至馈电端口间导波杆的分段数,LJ≤X<LJ+1,X为预测值。in
Figure DA00030283260266882037
is the first false echo signal, C i (k) is the reflected signal generated at the junction of the i -th section of the probe and the i+1-th section of the probe with a length of Li from the probe feed port, J is the segment number of the probe between the predicted value and the feeding port, L J ≤ X<L J+1 , X is the predicted value.

根据本公开的实施例,所述获取所述目标容器内液体位于被预测液面高度时所述导波杆的第一回波信号包括:According to an embodiment of the present disclosure, the acquiring the first echo signal of the probe when the liquid in the target container is at a predicted liquid level includes:

采集所述目标容器内液体位于被预测液面高度时所述导波杆的第四回波信号;collecting the fourth echo signal of the probe when the liquid in the target container is at the predicted liquid level;

在以所述预测值为中心的窗口内对所述第四回波信号进行线性调频Z变换,得到所述第一回波信号。The chirp-z-transform is performed on the fourth echo signal within a window centered on the predicted value to obtain the first echo signal.

根据本公开的实施例,所述根据所述第一回波信号和所述第一虚假回波信号计算所述被预测液面高度的测量液位值包括:According to an embodiment of the present disclosure, calculating the measured liquid level value of the predicted liquid level according to the first echo signal and the first false echo signal includes:

根据所述第一虚假回波信号消除所述第一回波信号中的虚假回波信号,得到第二真实回波信号;Eliminate the false echo signal in the first echo signal according to the first false echo signal to obtain a second true echo signal;

通过波峰定位的方法对所述第二真实回波信号进行处理,得到所述被预测液面高度的初始测量液位值。The second real echo signal is processed by the method of wave peak positioning to obtain the initial measured liquid level value of the predicted liquid level height.

根据本公开的实施例,所述对所述初始测量液位值进行卡尔曼滤波处理,得到所述被预测液面高度的测量液位值包括:According to an embodiment of the present disclosure, performing Kalman filtering processing on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level includes:

对所述初始测量液位值进行卡尔曼滤波处理,得到所述目标容器内所述被预测液面高度的测量液位值和所述目标容器内的所述液位变化速度值;Kalman filtering is performed on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level height in the target container and the liquid level change speed value in the target container;

将所述测量液位值作为最终输出结果进行输出。The measured liquid level value is output as the final output result.

根据本公开的实施例,通过预测的下次测量时目标容器内液面高度的预测值和导波杆各段长度能够计算出下次测量的回波信号中的虚假回波信号,然后根据虚假回波信号计算出每次测量的真实回波信号,能够消除馈电端口以及各导波杆连接处因阻抗不连续引起的虚假回波对测量结果的影响,有效提高测量精度。同时,本公开通过对液位值进行卡尔曼滤波处理,能够降低外界干扰或液面瞬时抖动对测量的影响,进一步提高测量精度。According to the embodiment of the present disclosure, the false echo signal in the echo signal of the next measurement can be calculated by the predicted value of the liquid level height in the target container and the length of each section of the probe in the next measurement, and then according to the false echo signal. The echo signal calculates the real echo signal of each measurement, which can eliminate the influence of the false echo caused by the discontinuous impedance at the feed port and the connection of each probe on the measurement result, and effectively improve the measurement accuracy. At the same time, the present disclosure can reduce the influence of external interference or instantaneous liquid level jitter on the measurement by performing Kalman filtering processing on the liquid level value, and further improve the measurement accuracy.

附图说明Description of drawings

图1示意性示出了根据本公开的实施例的分段式导波雷达液位计的数据处理方法流程图。FIG. 1 schematically shows a flowchart of a data processing method for a segmented guided wave radar liquid level gauge according to an embodiment of the present disclosure.

图2示意性示出了根据本公开实施例的背景回波信号的示意图。FIG. 2 schematically shows a schematic diagram of a background echo signal according to an embodiment of the present disclosure.

图3示意性示出了根据本公开实施例的初始回波信号的示意图。FIG. 3 schematically shows a schematic diagram of an initial echo signal according to an embodiment of the present disclosure.

图4示意性示出了根据本公开实施例的第一真实回波信号的示意图。FIG. 4 schematically shows a schematic diagram of a first real echo signal according to an embodiment of the present disclosure.

图5示意性示出了根据本公开实施例的数据处理方法的测量值与真实值的关系示意图。FIG. 5 schematically shows a schematic diagram of the relationship between the measured value and the real value of the data processing method according to an embodiment of the present disclosure.

图6示意性示出了根据本公开实施例的数据处理方法的测量值与真实值的误差示意图。FIG. 6 schematically shows a schematic diagram of the error between the measured value and the actual value of the data processing method according to an embodiment of the present disclosure.

图7示意性示出了根据本公开实施例的数据处理系统的框图。7 schematically illustrates a block diagram of a data processing system according to an embodiment of the present disclosure.

图8示意性示出了根据本公开实施例的适于实现数据处理方法的计算机系统的框图。FIG. 8 schematically shows a block diagram of a computer system suitable for implementing a data processing method according to an embodiment of the present disclosure.

具体实施方式Detailed ways

为使本发明的目的、技术方案和优点更加清楚明白,以下结合具体实施例,并参照附图,对本发明作进一步的详细说明。In order to make the objectives, technical solutions and advantages of the present invention more clearly understood, the present invention will be further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

在此使用的术语仅仅是为了描述具体实施例,而并非意在限制本公开。在此使用的术语“包括”、“包含”等表明了所述特征、步骤、操作和/或部件的存在,但是并不排除存在或添加一个或多个其他特征、步骤、操作或部件。The terminology used herein is for the purpose of describing particular embodiments only and is not intended to limit the present disclosure. The terms "comprising", "comprising" and the like as used herein indicate the presence of stated features, steps, operations and/or components, but do not preclude the presence or addition of one or more other features, steps, operations or components.

在此使用的所有术语(包括技术和科学术语)具有本领域技术人员通常所理解的含义,除非另外定义。应注意,这里使用的术语应解释为具有与本说明书的上下文相一致的含义,而不应以理想化或过于刻板的方式来解释。All terms (including technical and scientific terms) used herein have the meaning as commonly understood by one of ordinary skill in the art, unless otherwise defined. It should be noted that terms used herein should be construed to have meanings consistent with the context of the present specification and should not be construed in an idealized or overly rigid manner.

在实现本公开的过程中,发明人发现分段式同轴导波杆各段连接处的特性阻抗与其它部位不连续,在连接处会产生虚假回波,对液位测量形成干扰,导致出现测量误差较大的问题。In the process of realizing the present disclosure, the inventor found that the characteristic impedance at the connection of each segment of the segmented coaxial probe is not continuous with other parts, and false echoes will be generated at the connection, which will interfere with the liquid level measurement, resulting in the occurrence of The problem of large measurement error.

针对上述问题,本公开提供了一种分段式导波雷达液位计的数据处理方法、数据处理系统、存储介质及计算机程序产品。In view of the above problems, the present disclosure provides a data processing method, data processing system, storage medium and computer program product of a segmented guided wave radar liquid level gauge.

图1示意性示出了根据本公开的实施例的分段式导波雷达液位计的数据处理方法流程图。FIG. 1 schematically shows a flowchart of a data processing method for a segmented guided wave radar liquid level gauge according to an embodiment of the present disclosure.

如图1所示,本公开实施例提供的分段式导波雷达液位计的数据处理方法包括操作S101~S105。As shown in FIG. 1 , the data processing method for a segmented guided wave radar liquid level gauge provided by an embodiment of the present disclosure includes operations S101 to S105 .

在操作S101,根据目标容器内当前液面高度的测量液位值和液位变化速度值,预测下次测量时目标容器内液面高度的预测值。In operation S101, a predicted value of the liquid level in the target container in the next measurement is predicted according to the measured liquid level value and the liquid level change speed value of the current liquid level in the target container.

在操作S102,根据预测值和导波杆各段长度计算下次测量的第一回波信号中的第一虚假回波信号。In operation S102, a first false echo signal among the first echo signals to be measured next time is calculated according to the predicted value and the length of each section of the probe.

根据本公开的实施例,由于分段式同轴导波雷达液位计在馈电端口以及各导波杆连接处因为阻抗不连续引起会引起虚假回波,对测量结果产生影响,因此需要先计算出下次测量时回波信号中的虚假回波信号。According to the embodiment of the present disclosure, since the segmented coaxial guided wave radar liquid level gauge will cause false echoes at the feed port and the connection of each probe due to discontinuous impedance, which will affect the measurement results, it is necessary to first Calculate the false echo signal in the echo signal in the next measurement.

根据本公开的实施例,以下次测量时目标容器内液面高度的预测值位于第i+1段导波杆中部为例,此时,在进行下次测量之前,需要预测第i段导波杆和第i+1段导波杆的连接处产生的反射信号以及第i段导波杆上端各连接处产生的反射信号和分段式同轴导波雷达液位计在馈电端口产生的反射信号,并根据上述所有的反射信号计算下次测量时回波信号中的虚假回波信号。According to the embodiment of the present disclosure, for example, the predicted value of the liquid level height in the target container is located in the middle of the i+1-th section of the probe in the next measurement. At this time, before the next measurement, the i-th section of the guided wave needs to be predicted The reflected signal generated at the connection between the rod and the i+1 section of the probe, the reflected signal generated at each connection at the upper end of the i section of the probe, and the segmented coaxial guided wave radar level gauge generated at the feed port Reflect the signal, and calculate the false echo signal in the echo signal in the next measurement according to all the above reflected signals.

在操作S103,获取目标容器内液体位于被预测液面高度时导波杆的第一回波信号。In operation S103, a first echo signal of the probe when the liquid in the target container is at the predicted liquid level is acquired.

根据本公开的实施例,被预测液面高度可以是如上文所述的下次测量时的目标容器内液体的真实液位高度。由于预测的液位高度可能与测量时目标容器内液体的真实液位高度存在误差,因此,被预测液面高度的值与上文所述的目标容器内液面高度的预测值不同。According to an embodiment of the present disclosure, the predicted liquid level may be the actual liquid level of the liquid in the target container at the next measurement as described above. Since the predicted liquid level height may have errors with the actual liquid level height of the liquid in the target container during measurement, the value of the predicted liquid level height is different from the predicted value of the liquid level height in the target container described above.

在操作S104,根据第一回波信号和第一虚假回波信号计算被预测液面高度的初始测量液位值。In operation S104, an initial measured liquid level value of the predicted liquid level is calculated according to the first echo signal and the first false echo signal.

在操作S105,对初始测量液位值进行卡尔曼滤波处理,得到被预测液面高度的测量液位值。In operation S105, Kalman filtering is performed on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level height.

根据本公开的实施例,通过预测的下次测量时目标容器内液面高度的预测值和导波杆各段长度能够计算出下次测量的回波信号中的虚假回波信号,然后根据虚假回波信号计算出每次测量的真实回波信号,能够消除馈电端口以及各导波杆连接处因阻抗不连续引起的虚假回波对测量结果的影响,有效提高测量精度。同时,本公开通过对液位值进行卡尔曼滤波处理,能够降低外界干扰或液面瞬时抖动对测量的影响,进一步提高测量精度。According to the embodiment of the present disclosure, the false echo signal in the echo signal of the next measurement can be calculated by the predicted value of the liquid level height in the target container and the length of each section of the probe in the next measurement, and then according to the false echo signal. The echo signal calculates the real echo signal of each measurement, which can eliminate the influence of the false echo caused by the discontinuous impedance at the feed port and the connection of each probe on the measurement result, and effectively improve the measurement accuracy. At the same time, the present disclosure can reduce the influence of external interference or instantaneous liquid level jitter on the measurement by performing Kalman filtering processing on the liquid level value, and further improve the measurement accuracy.

根据本公开的实施例,该数据处理方法还可以包括:According to an embodiment of the present disclosure, the data processing method may further include:

分别获取目标容器内无液体时导波杆的背景回波信号和目标容器内液体位于初始液面高度时的导波杆的初始回波信号;根据背景回波信号和初始回波信号计算初始液面高度的测量液位值和液位变化速度值。Obtain the background echo signal of the probe when there is no liquid in the target container and the initial echo signal of the probe when the liquid in the target container is at the initial liquid level; calculate the initial liquid according to the background echo signal and the initial echo signal. The measured liquid level value of the surface height and the value of the liquid level change speed.

根据本公开的实施例,背景回波信号例如可以包括相邻导波杆连接处、馈电端口处和最后一段导波杆末端因阻抗不匹配引起的反射信号。According to an embodiment of the present disclosure, the background echo signals may include, for example, reflected signals caused by impedance mismatches at the connections of adjacent probes, at the feed port, and at the end of the last probe.

根据本公开的实施例,背景回波信号包括:According to an embodiment of the present disclosure, the background echo signal includes:

c(t)=c0(t)+c1(t)+c2(t)+…+cQ(t) (1)c(t)=c 0 (t)+c 1 (t)+c 2 (t)+…+c Q (t) (1)

其中,c(t)为背景回波信号,c0(t)为导波杆馈电端口阻抗不匹配引起的反射信号,c1(t)为距离导波杆馈电端口的长度为L1的第一段导波杆和第二段导波杆连接处产生的反射信号,c2(t)为距离导波杆馈电端口的长度为L2的第二段导波杆和第三段导波杆连接处产生的反射信号,cQ(t)为距离导波杆馈电端口的长度为LQ的第Q段导波杆末端短路引起的全反射信号。Among them, c(t) is the background echo signal, c 0 (t) is the reflected signal caused by the impedance mismatch of the probe feed port, c 1 (t) is the length from the probe feed port L 1 The reflected signal generated at the connection between the first section of the probe and the second section of the probe, c 2 (t) is the second section of the probe and the third section of the length L 2 from the probe feed port The reflected signal generated at the connection of the probe, c Q (t) is the total reflection signal caused by the short-circuit at the end of the Q-th section of the probe with a length of L Q from the probe feed port.

根据本公开的实施例,以分段式同轴导波雷达液位计共有四段导波杆,第一段导波杆通过法兰与馈电端口相连,长度为1.2m,其余三段导波杆长度均为1m为例,则目标容器内无液体时导波杆的背景回波信号表示如下:According to the embodiment of the present disclosure, the segmented coaxial guided wave radar level gauge has four sections of probes, the first section of the probe is connected to the feed port through a flange, and the length is 1.2m, and the remaining three sections are guided Taking the probe length of 1m as an example, the background echo signal of the probe when there is no liquid in the target container is expressed as follows:

c(t)=c0(t)+c1(t)+c2(t)+c3(t)+c4(t) (2)c(t)=c 0 (t)+c 1 (t)+c 2 (t)+c 3 (t)+c 4 (t) (2)

其中,c0(t)为导波杆馈电端口阻抗不匹配引起的反射信号,不匹配点距离馈电端口的长度L1=0,c1(t)为距离导波杆馈电端口的长度为L1=1.2m的第一段导波杆和第二段导波杆连接处产生的反射信号,c2(t)为距离导波杆馈电端口的长度为L2=2.2m的第二段导波杆和第三段导波杆连接处产生的反射信号,c3(t)为距离导波杆馈电端口的长度L3=3.2m的第三段导波杆和第四段导波杆连接处产生的反射信号,c4(t)为第四段导波杆末端短路引起的全反射信号,导波杆末端距离馈电端口的长度L4=4.2m。Among them, c 0 (t) is the reflected signal caused by the impedance mismatch of the feed port of the probe, the length L 1 =0 from the mismatch point to the feed port, and c 1 (t) is the distance from the feed port of the probe to the feed port. The reflected signal generated at the connection of the first section of the probe with the length of L 1 =1.2m and the second section of the probe, c 2 (t) is the distance from the feed port of the probe with a length of L 2 =2.2m The reflected signal generated at the connection of the second section of the probe and the third section of the probe, c 3 (t) is the third section of the probe and the fourth section of the probe with a length L 3 =3.2m from the feed port of the probe The reflected signal generated at the connection of the section probe, c 4 (t) is the total reflection signal caused by the short circuit at the end of the fourth section of the probe, and the length L 4 =4.2m from the end of the probe to the feed port.

根据本公开的实施例,分别获取目标容器内无液体时导波杆的背景回波信号和目标容器内液体位于初始液面高度时的导波杆的初始回波信号可以包括:According to an embodiment of the present disclosure, respectively acquiring the background echo signal of the probe when there is no liquid in the target container and the initial echo signal of the probe when the liquid in the target container is at the initial liquid level may include:

分别采集目标容器内无液体时导波杆的第二回波信号和目标容器内液体位于初始液面高度时的导波杆的第三回波信号;分别对第二回波信号和第三回波信号进行线性调频Z变换,得到背景回波信号和初始回波信号。Collect the second echo signal of the probe when there is no liquid in the target container and the third echo signal of the probe when the liquid in the target container is at the initial liquid level; The wave signal is subjected to linear frequency modulation Z-transformation to obtain the background echo signal and the initial echo signal.

根据本公开的实施例,第二回波信号例如可以是由分段式同轴导波雷达液位计采集的目标容器内无液体时的原始数据,第三回波信号例如可以是由分段式同轴导波雷达采集的目标容器内液体位于初始液面高度时原始数据。通过对第二回波信号和第三回波信号进行线性调频Z变换,分别得到最终的背景回波信号和初始回波信号。According to an embodiment of the present disclosure, the second echo signal may be, for example, the raw data collected by the segmented coaxial guided wave radar level gauge when there is no liquid in the target container, and the third echo signal may be, for example, the The raw data collected by the type coaxial guided wave radar when the liquid in the target container is at the initial liquid level. The final background echo signal and the initial echo signal are obtained respectively by performing chirp-z-transform on the second echo signal and the third echo signal.

根据本公开实施例,对第二回波信号和第三回波信号进行线性调频Z变换包括:According to an embodiment of the present disclosure, performing chirp-Z-transform on the second echo signal and the third echo signal includes:

Figure BDA0003028326020000081
Figure BDA0003028326020000081

其中,N为回波数据的采集点数,M为频谱分析总点数,Ci(k)为回波信号Ci(n)的频谱;其中,M由距离测量精度要求确定。Among them, N is the number of acquisition points of echo data, M is the total number of spectrum analysis points, and C i (k) is the spectrum of the echo signal C i (n); where M is determined by the distance measurement accuracy requirements.

图2示意性示出了根据本公开实施例的背景回波信号的示意图。FIG. 2 schematically shows a schematic diagram of a background echo signal according to an embodiment of the present disclosure.

根据本公开的实施例,如图2所示,横坐标为距离,纵坐标为幅度。以分段式同轴导波雷达液位计共有四段导波杆,第一段导波杆通过法兰与馈电端口相连,长度为1.2m,其余三段导波杆长度均为1m为例。频谱采样总点数M=131072。该背景回波信号的C0(k)为-50cm~100cm间的波形,C1(k)为100cm~140cm间的波形,C2(k)为200cm~240cm间的波形,C3(k)为310cm~330cm间的波形。According to an embodiment of the present disclosure, as shown in FIG. 2 , the abscissa is the distance, and the ordinate is the amplitude. The segmented coaxial guided wave radar level gauge has four sections of probes. The first section of the probe is connected to the feed port through the flange, with a length of 1.2m, and the length of the remaining three sections is 1m. example. The total number of spectral sampling points M=131072. C 0 (k) of the background echo signal is a waveform between -50cm and 100cm, C 1 (k) is a waveform between 100cm and 140cm, C 2 (k) is a waveform between 200cm and 240cm, and C 3 (k ) is a waveform between 310cm and 330cm.

图3示意性示出了根据本公开实施例的初始回波信号的示意图。FIG. 3 schematically shows a schematic diagram of an initial echo signal according to an embodiment of the present disclosure.

根据本公开的实施例,以分段式同轴导波雷达液位计共有四段导波杆,第一段导波杆通过法兰与馈电端口相连,长度为1.2m,其余三段导波杆长度均为1m为例。频谱采样总点数M=131072。真实的初始液面高度值为40.4cm的初始回波信号如图3所示,图中,横坐标为距离,纵坐标为幅度。由图3可知,由于第一真实回波信号与馈电端口处产生的反射信号混叠在一起,测量误差较大。According to the embodiment of the present disclosure, the segmented coaxial guided wave radar level gauge has four sections of probes, the first section of the probe is connected to the feed port through a flange, and the length is 1.2m, and the remaining three sections are guided The wave rod length is 1m as an example. The total number of spectral sampling points M=131072. The initial echo signal with the real initial liquid level height value of 40.4cm is shown in Figure 3. In the figure, the abscissa is the distance, and the ordinate is the amplitude. It can be seen from FIG. 3 that since the first real echo signal and the reflected signal generated at the feeding port are mixed together, the measurement error is relatively large.

根据本公开的实施例,根据背景回波信号和初始回波信号计算初始液面高度的测量液位值和液位变化速度值可以包括:According to an embodiment of the present disclosure, calculating the measured liquid level value and the liquid level change speed value of the initial liquid level height according to the background echo signal and the initial echo signal may include:

根据背景回波信号得到导波杆馈电端口处的第二虚假回波信号;根据第二虚假回波信号消除初始回波信号中的虚假回波信号,得到第一真实回波信号;通过波峰定位的方法对第一真实回波信号进行处理,得到初始液面高度值;根据初始液面高度值计算液位变化速度值。The second false echo signal at the feeding port of the probe is obtained according to the background echo signal; the false echo signal in the initial echo signal is eliminated according to the second false echo signal, and the first real echo signal is obtained; The positioning method processes the first real echo signal to obtain the initial liquid level height value; calculates the liquid level change speed value according to the initial liquid level height value.

根据本公开的实施例,通过波峰定位的方法对第一真实回波信号进行处理,得到初始液面高度值包括:According to the embodiment of the present disclosure, the first real echo signal is processed by the method of wave peak positioning, and the initial liquid level height value obtained includes:

Figure BDA0003028326020000091
Figure BDA0003028326020000091

其中,

Figure BDA0003028326020000092
为初始液面高度值,S0(k)-C0(k)为第一真实回波信号,S0(k)为初始回波信号,C0(k)为第二虚假回波信号,T为扫频时宽,B为扫频带宽,c为电磁波在真空中传播速度,fs为接收采样频率,M为频谱采样总点数。in,
Figure BDA0003028326020000092
is the initial liquid level value, S 0 (k)-C 0 (k) is the first real echo signal, S 0 (k) is the initial echo signal, C 0 (k) is the second false echo signal, T is the sweep time width, B is the sweep bandwidth, c is the propagation speed of electromagnetic waves in a vacuum, f s is the receiving sampling frequency, and M is the total number of spectrum sampling points.

图4示意性示出了根据本公开实施例的第一真实回波信号的示意图。FIG. 4 schematically shows a schematic diagram of a first real echo signal according to an embodiment of the present disclosure.

如图4所示,横坐标为距离,纵坐标为幅度。以分段式同轴导波雷达液位计共有四段导波杆,第一段导波杆通过法兰与馈电端口相连,长度为1.2m,其余三段导波杆长度均为1m为例。频谱采样总点数M=131072。真实的初始液面高度值为40.4cm,根据波峰定位的方法对第一真实回波信号进行处理,得到的初始液面高度值为40.38cm。As shown in Figure 4, the abscissa is the distance, and the ordinate is the amplitude. The segmented coaxial guided wave radar level gauge has four sections of probes. The first section of the probe is connected to the feed port through the flange, with a length of 1.2m, and the length of the remaining three sections is 1m. example. The total number of spectral sampling points M=131072. The real initial liquid level value is 40.4 cm, and the first real echo signal is processed according to the method of wave peak positioning, and the obtained initial liquid level value is 40.38 cm.

根据本公开的实施例,根据目标容器内当前液面高度的测量液位值,预测下次测量时目标容器内液面高度的预测值包括:According to an embodiment of the present disclosure, according to the measured liquid level value of the current liquid level in the target container, the predicted value of the liquid level in the target container for the next measurement is predicted to include:

Figure BDA0003028326020000093
Figure BDA0003028326020000093

其中,

Figure BDA0003028326020000094
为测量液位值,
Figure BDA0003028326020000095
为相邻两次测量的液位变化速度值,T为相邻两次测量的时间间隔。in,
Figure BDA0003028326020000094
To measure the liquid level value,
Figure BDA0003028326020000095
is the liquid level change speed value of two adjacent measurements, and T is the time interval of two adjacent measurements.

根据本公开的实施例,根据预测值和导波杆各段长度计算下次测量的第一回波信号中的第一虚假回波信号包括:According to an embodiment of the present disclosure, calculating the first false echo signal in the next measured first echo signal according to the predicted value and the length of each section of the probe includes:

Figure BDA0003028326020000096
Figure BDA0003028326020000096

其中,

Figure BDA0003028326020000097
为第一虚假回波信号,Ci(k)为距离导波杆馈电端口的长度为Li的第i段导波杆和第i+1段导波杆连接处产生的反射信号,J为预测值至馈电端口间导波杆的分段数,LJ≤X<LJ+1,X为预测值。in,
Figure BDA0003028326020000097
is the first false echo signal, C i (k) is the reflected signal generated at the junction of the i -th section of the probe and the i+1-th section of the probe with a length of Li from the probe feed port, J is the segment number of the probe between the predicted value and the feeding port, L J ≤ X<L J+1 , X is the predicted value.

根据本公开的实施例,获取目标容器内液体位于被预测液面高度时导波杆的第一回波信号可以包括:According to an embodiment of the present disclosure, acquiring the first echo signal of the probe when the liquid in the target container is at the predicted liquid level may include:

采集目标容器内液体位于被预测液面高度时导波杆的第四回波信号;在以预测值为中心的窗口内对第四回波信号进行线性调频Z变换,得到第一回波信号。Collect the fourth echo signal of the probe when the liquid in the target container is at the predicted liquid level; perform chirp Z transformation on the fourth echo signal in the window centered on the predicted value to obtain the first echo signal.

根据本公开的实施例,为了降低计算量,可以在k的范围内计算频谱,其中:According to the embodiments of the present disclosure, in order to reduce the amount of calculation, the spectrum can be calculated in the range of k, where:

Figure BDA0003028326020000101
Figure BDA0003028326020000101

其中,w为频谱计算窗口。Among them, w is the spectral calculation window.

根据本公开的实施例,w的宽度例如可以包括20cm、25cm等根据实现需要,也可以是其他宽度。According to an embodiment of the present disclosure, the width of w may include, for example, 20 cm, 25 cm, etc., and may also be other widths according to implementation needs.

根据本公开的实施例,根据第一回波信号和第一虚假回波信号计算被预测液面高度的初始测量液位值可以包括:According to an embodiment of the present disclosure, calculating the initial measured liquid level value of the predicted liquid level according to the first echo signal and the first false echo signal may include:

根据第一虚假回波信号消除第一回波信号中的虚假回波信号,得到第二真实回波信号;通过波峰定位的方法对第二真实回波信号进行处理,得到被预测液面高度的初始测量液位值。Eliminate the false echo signal in the first echo signal according to the first false echo signal to obtain the second true echo signal; process the second true echo signal by the method of wave peak positioning to obtain the predicted liquid level height Initially measure the liquid level value.

根据本公开实施例,通过波峰定位的方法对第二真实回波信号进行处理,得到被预测液面高度的测量液位值包括:According to the embodiment of the present disclosure, the second real echo signal is processed by the method of wave peak positioning, and the measured liquid level value of the predicted liquid level height is obtained, including:

Figure BDA0003028326020000102
Figure BDA0003028326020000102

其中,yk为被预测液面高度的初始测量液位值,

Figure BDA0003028326020000103
为第二真实回波信号,S(k)为第一回波信号,
Figure BDA0003028326020000104
为第一虚假回波信号,T为扫频时宽,B为扫频带宽,c为电磁波在真空中传播速度,fs为接收采样频率,M为频谱采样总点数。where y k is the initial measured liquid level value of the predicted liquid level,
Figure BDA0003028326020000103
is the second real echo signal, S(k) is the first echo signal,
Figure BDA0003028326020000104
is the first false echo signal, T is the frequency sweep time width, B is the frequency sweep bandwidth, c is the propagation speed of electromagnetic waves in vacuum, f s is the receiving sampling frequency, and M is the total number of spectrum sampling points.

根据本公开的实施例,对初始测量液位值进行卡尔曼滤波处理,得到被预测液面高度的测量液位值可以包括:According to the embodiments of the present disclosure, performing Kalman filtering processing on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level height may include:

对初始测量液位值进行卡尔曼滤波处理,得到目标容器内被预测液面高度的测量液位值和目标容器内的液位变化速度值;将测量液位值作为最终输出结果进行输出。Kalman filtering is performed on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level height in the target container and the liquid level change speed value in the target container; the measured liquid level value is output as the final output result.

根据本公开的实施例,对初始测量液位值进行卡尔曼滤波处理,得到目标容器内被预测液面高度的测量液位值和目标容器内的液位变化速度值包括:According to an embodiment of the present disclosure, Kalman filtering is performed on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level height in the target container and the liquid level change speed value in the target container, including:

Figure BDA0003028326020000111
Figure BDA0003028326020000111

Figure BDA0003028326020000112
Figure BDA0003028326020000112

其中,x为测量液位值,v为相邻两次测量的液位变化速度值,T为相邻两次测量的时间间隔,过程噪声ωm为二维均值为零的白噪声向量,测量噪声vm为均值为零的白噪声信号,ym为经卡尔曼滤波处理后的测量液位值。Among them, x is the measured liquid level value, v is the liquid level change speed value of two adjacent measurements, T is the time interval between two adjacent measurements, and the process noise ω m is a white noise vector with a two-dimensional mean value of zero. The noise vm is a white noise signal with zero mean value, and y m is the measured liquid level value processed by Kalman filtering.

图5示意性示出了根据本公开实施例的数据处理方法的测量值与真实值的关系示意图。FIG. 5 schematically shows a schematic diagram of the relationship between the measured value and the real value of the data processing method according to an embodiment of the present disclosure.

图6示意性示出了根据本公开实施例的数据处理方法的测量值与真实值的误差示意图。FIG. 6 schematically shows a schematic diagram of the error between the measured value and the actual value of the data processing method according to an embodiment of the present disclosure.

根据本公开实施例,如图5和图6所示,以分段式同轴导波雷达液位计共有四段导波杆,第一段导波杆通过法兰与馈电端口相连,长度为1.2m,其余三段导波杆长度均为1m,频谱采样总点数为131072为例。在全程测量范围内,液位测量值与真实值的误差能够保持在±1cm内,由此能够看出,根据本公开实施例的数据处理方法能够有效的处理分段式同轴导波雷达液位计数据。According to the embodiment of the present disclosure, as shown in FIG. 5 and FIG. 6 , the segmented coaxial guided wave radar level gauge has four sections of probes. The first section of the probe is connected to the feed port through a flange, and the length of For example, the length of the remaining three sections of the probe is 1.2m, and the total number of spectrum sampling points is 131072. In the whole measurement range, the error between the liquid level measurement value and the actual value can be kept within ±1cm. It can be seen that the data processing method according to the embodiment of the present disclosure can effectively process the liquid level of the segmented coaxial guided wave radar. Bit count data.

图7示意性示出了根据本公开实施例的数据处理系统700的框图。FIG. 7 schematically illustrates a block diagram of a data processing system 700 according to an embodiment of the present disclosure.

如图7所示,本公开实施例提供的数据处理系统700可以包括预测模块701、第一计算模块702、第一获取模块703、第二计算模块704和处理模块705。As shown in FIG. 7 , the data processing system 700 provided by the embodiment of the present disclosure may include a prediction module 701 , a first calculation module 702 , a first acquisition module 703 , a second calculation module 704 , and a processing module 705 .

预测模块701,用于根据目标容器内当前液面高度的测量液位值和液位变化速度值,预测下次测量时目标容器内液面高度的预测值。The prediction module 701 is configured to predict the predicted value of the liquid level in the target container in the next measurement according to the measured liquid level value and the liquid level change speed value of the current liquid level height in the target container.

第一计算模块702,用于根据预测值和导波杆各段长度计算下次测量的第一回波信号中的第一虚假回波信号。The first calculation module 702 is configured to calculate the first false echo signal in the next measured first echo signal according to the predicted value and the length of each section of the probe.

第一获取模块703,用于获取目标容器内液体位于被预测液面高度时导波杆的第一回波信号。The first acquisition module 703 is configured to acquire the first echo signal of the probe when the liquid in the target container is at the predicted liquid level height.

第二计算模块704,根据第一回波信号和第一虚假回波信号计算被预测液面高度的初始测量液位值。The second calculation module 704 calculates the initial measured liquid level value of the predicted liquid level according to the first echo signal and the first false echo signal.

处理模块705,用于对初始测量液位值进行卡尔曼滤波处理,得到被预测液面高度的测量液位值。The processing module 705 is configured to perform Kalman filtering processing on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level height.

根据本公开的实施例,通过预测的下次测量时目标容器内液面高度的预测值和导波杆各段长度能够计算出下次测量的回波信号中的虚假回波信号,然后根据虚假回波信号计算出每次测量的真实回波信号,能够消除馈电端口以及各导波杆连接处因阻抗不连续引起的虚假回波对测量结果的影响,有效提高测量精度。同时,本公开通过对液位值进行卡尔曼滤波处理,能够降低外界干扰或液面瞬时抖动对测量的影响,进一步提高测量精度。According to the embodiment of the present disclosure, the false echo signal in the echo signal of the next measurement can be calculated by the predicted value of the liquid level height in the target container and the length of each section of the probe in the next measurement, and then according to the false echo signal. The echo signal calculates the real echo signal of each measurement, which can eliminate the influence of the false echo caused by the discontinuous impedance at the feed port and the connection of each probe on the measurement result, and effectively improve the measurement accuracy. At the same time, the present disclosure can reduce the influence of external interference or instantaneous liquid level jitter on the measurement by performing Kalman filtering processing on the liquid level value, and further improve the measurement accuracy.

根据本公开的实施例,该数据处理系统700还可以包括第二获取模块和第三计算模块。According to an embodiment of the present disclosure, the data processing system 700 may further include a second acquisition module and a third calculation module.

第二获取模块,用于分别获取目标容器内无液体时导波杆的背景回波信号和目标容器内液体位于初始液面高度时的导波杆的初始回波信号。The second acquisition module is used to acquire the background echo signal of the probe when there is no liquid in the target container and the initial echo signal of the probe when the liquid in the target container is at the initial liquid level height, respectively.

第三计算模块,根据背景回波信号和初始回波信号计算初始液面高度的测量液位值和液位变化速度值。The third calculation module calculates the measured liquid level value and the liquid level change speed value of the initial liquid level height according to the background echo signal and the initial echo signal.

根据本公开的实施例,第二获取模块可以包括第一采集单元和第一变换单元。According to an embodiment of the present disclosure, the second acquisition module may include a first acquisition unit and a first transformation unit.

第一采集单元,用于分别采集目标容器内无液体时导波杆的第二回波信号和目标容器内液体位于初始液面高度时的导波杆的第三回波信号。The first acquisition unit is used to separately acquire the second echo signal of the probe when there is no liquid in the target container and the third echo signal of the probe when the liquid in the target container is at the initial liquid level height.

第一变换单元,用于分别对第二回波信号和第三回波信号进行线性调频Z变换,得到背景回波信号和初始回波信号。The first transformation unit is configured to perform linear frequency modulation Z transformation on the second echo signal and the third echo signal respectively to obtain the background echo signal and the initial echo signal.

根据本公开的实施例,第三计算模块可以包括第一计算单元、第一消除单元、第一定位单元和第二计算单元。According to an embodiment of the present disclosure, the third calculation module may include a first calculation unit, a first elimination unit, a first positioning unit, and a second calculation unit.

第一计算单元,用于根据背景回波信号得到导波杆馈电端口处的第二虚假回波信号。The first calculation unit is configured to obtain the second false echo signal at the feeding port of the probe according to the background echo signal.

第一消除单元,用于根据第二虚假回波信号消除初始回波信号中的虚假回波信号,得到第一真实回波信号。The first elimination unit is configured to eliminate the false echo signal in the initial echo signal according to the second false echo signal to obtain the first real echo signal.

第一定位单元,用于通过波峰定位的方法对第一真实回波信号进行处理,得到初始液面高度值。The first positioning unit is used for processing the first real echo signal by the method of wave peak positioning to obtain the initial liquid level height value.

第二计算单元,用于根据初始液面高度值计算液位变化速度值。The second calculation unit is configured to calculate the value of the liquid level change speed according to the initial liquid level height value.

根据本公开的实施例,第一获取模块703可以包括第二采集单元和第二变换单元。According to an embodiment of the present disclosure, the first acquisition module 703 may include a second acquisition unit and a second transformation unit.

第二采集单元,用于采集目标容器内液体位于被预测液面高度时导波杆的第四回波信号。The second acquisition unit is used for acquiring the fourth echo signal of the probe when the liquid in the target container is at the predicted liquid level.

第二变换单元,用于在以预测值为中心的窗口内对第四回波信号进行线性调频Z变换,得到第一回波信号。The second transformation unit is configured to perform chirp-Z transformation on the fourth echo signal within a window centered on the predicted value to obtain the first echo signal.

根据本公开的实施例,第二计算模块704可以包括第二消除单元和第二定位单元。According to an embodiment of the present disclosure, the second calculation module 704 may include a second elimination unit and a second positioning unit.

第二消除单元,用于根据第一虚假回波信号消除第一回波信号中的虚假回波信号,得到第二真实回波信号。The second elimination unit is configured to eliminate the false echo signal in the first echo signal according to the first false echo signal to obtain the second real echo signal.

第二定位单元,用于通过波峰定位的方法对第二真实回波信号进行处理,得到被预测液面高度的初始测量液位值。The second positioning unit is used for processing the second real echo signal by the method of wave peak positioning to obtain the initial measured liquid level value of the predicted liquid level height.

根据本公开的实施例,处理模块705可以包括处理单元和输出单元。According to an embodiment of the present disclosure, the processing module 705 may include a processing unit and an output unit.

处理单元,用于对初始测量液位值进行卡尔曼滤波处理,得到目标容器内被预测液面高度的测量液位值和目标容器内的液位变化速度值。The processing unit is configured to perform Kalman filter processing on the initial measured liquid level value to obtain the measured liquid level value of the predicted liquid level height in the target container and the liquid level change speed value in the target container.

输出单元,用于将测量液位值作为最终输出结果进行输出。The output unit is used to output the measured liquid level value as the final output result.

根据本公开的实施例的模块、子模块、单元、子单元中的任意多个、或其中任意多个的至少部分功能可以在一个模块中实现。根据本公开实施例的模块、子模块、单元、子单元中的任意一个或多个可以被拆分成多个模块来实现。根据本公开实施例的模块、子模块、单元、子单元中的任意一个或多个可以至少被部分地实现为硬件电路,例如现场可编程门阵列(FPGA)、可编程逻辑阵列(PLA)、片上系统、基板上的系统、封装上的系统、专用集成电路(ASIC),或可以通过对电路进行集成或封装的任何其他的合理方式的硬件或固件来实现,或以软件、硬件以及固件三种实现方式中任意一种或以其中任意几种的适当组合来实现。或者,根据本公开实施例的模块、子模块、单元、子单元中的一个或多个可以至少被部分地实现为计算机程序模块,当该计算机程序模块被运行时,可以执行相应的功能。Any of the modules, sub-modules, units, sub-units, or at least part of the functions of any of them according to embodiments of the present disclosure may be implemented in one module. Any one or more of the modules, sub-modules, units, and sub-units according to the embodiments of the present disclosure may be divided into multiple modules for implementation. Any one or more of the modules, sub-modules, units, sub-units according to embodiments of the present disclosure may be implemented at least in part as hardware circuits, such as field programmable gate arrays (FPGA), programmable logic arrays (PLA), A system on a chip, a system on a substrate, a system on a package, an application specific integrated circuit (ASIC), or any other reasonable means of hardware or firmware that integrates or packages circuits, or can be implemented in software, hardware, and firmware Any one of these implementations or an appropriate combination of any of them is implemented. Alternatively, one or more of the modules, sub-modules, units, and sub-units according to embodiments of the present disclosure may be implemented at least in part as computer program modules that, when executed, may perform corresponding functions.

例如,预测模块701、第一计算模块702、第一获取模块703、第二计算模块704和处理模块705中的任意多个可以合并在一个模块/单元/子单元中实现,或者其中的任意一个模块/单元/子单元可以被拆分成多个模块/单元/子单元。或者,这些模块/单元/子单元中的一个或多个模块/单元/子单元的至少部分功能可以与其他模块/单元/子单元的至少部分功能相结合,并在一个模块/单元/子单元中实现。根据本公开的实施例,预测模块701、第一计算模块702、第一获取模块703、第二计算模块704和处理模块705中的至少一个可以至少被部分地实现为硬件电路,例如现场可编程门阵列(FPGA)、可编程逻辑阵列(PLA)、片上系统、基板上的系统、封装上的系统、专用集成电路(ASIC),或可以通过对电路进行集成或封装的任何其他的合理方式等硬件或固件来实现,或以软件、硬件以及固件三种实现方式中任意一种或以其中任意几种的适当组合来实现。或者,预测模块701、第一计算模块702、第一获取模块703、第二计算模块704和处理模块705中的至少一个可以至少被部分地实现为计算机程序模块,当该计算机程序模块被运行时,可以执行相应的功能。For example, any number of the prediction module 701, the first calculation module 702, the first acquisition module 703, the second calculation module 704, and the processing module 705 may be combined in one module/unit/subunit to implement, or any one of them A module/unit/subunit can be split into multiple modules/units/subunits. Alternatively, at least part of the functionality of one or more of these modules/units/subunits may be combined with at least part of the functionality of other modules/units/subunits and combined in one module/unit/subunit realized in. According to an embodiment of the present disclosure, at least one of the prediction module 701 , the first calculation module 702 , the first acquisition module 703 , the second calculation module 704 , and the processing module 705 may be at least partially implemented as a hardware circuit, eg, field programmable Gate Array (FPGA), Programmable Logic Array (PLA), System on Chip, System on Substrate, System on Package, Application Specific Integrated Circuit (ASIC), or any other reasonable means by which circuits can be integrated or packaged, etc. It can be implemented in hardware or firmware, or in any one of the three implementation manners of software, hardware and firmware, or in an appropriate combination of any of them. Alternatively, at least one of the prediction module 701 , the first calculation module 702 , the first acquisition module 703 , the second calculation module 704 and the processing module 705 may be implemented at least in part as a computer program module, when the computer program module is executed , can perform the corresponding function.

需要说明的是,本公开的实施例中数据处理系统700部分与本公开的实施例中数据处理方法部分是相对应的,数据处理系统700部分的描述具体参考数据处理方法部分,在此不再赘述。It should be noted that the part of the data processing system 700 in the embodiment of the present disclosure corresponds to the part of the data processing method in the embodiment of the present disclosure, and the description of the part of the data processing system 700 specifically refers to the part of the data processing method, which is not repeated here. Repeat.

图8示意性示出了根据本公开实施例的适于实现上文描述的方法的计算机系统的框图。图8示出的计算机系统仅仅是一个示例,不应对本公开实施例的功能和使用范围带来任何限制。Figure 8 schematically illustrates a block diagram of a computer system suitable for implementing the methods described above, according to an embodiment of the present disclosure. The computer system shown in FIG. 8 is only an example, and should not impose any limitation on the function and scope of use of the embodiments of the present disclosure.

如图8所示,根据本公开实施例的计算机系统800包括处理器801,其可以根据存储在只读存储器(ROM)802中的程序或者从存储部分808加载到随机访问存储器(RAM)803中的程序而执行各种适当的动作和处理。处理器801例如可以包括通用微处理器(例如CPU)、指令集处理器和/或相关芯片组和/或专用微处理器(例如,专用集成电路(ASIC)),等等。处理器801还可以包括用于缓存用途的板载存储器。处理器801可以包括用于执行根据本公开实施例的方法流程的不同动作的单一处理单元或者是多个处理单元。As shown in FIG. 8 , a computer system 800 according to an embodiment of the present disclosure includes a processor 801 that can be loaded into a random access memory (RAM) 803 according to a program stored in a read only memory (ROM) 802 or from a storage portion 808 program to perform various appropriate actions and processes. The processor 801 may include, for example, a general-purpose microprocessor (eg, a CPU), an instruction set processor and/or a related chipset, and/or a special-purpose microprocessor (eg, an application-specific integrated circuit (ASIC)), among others. The processor 801 may also include onboard memory for caching purposes. The processor 801 may include a single processing unit or multiple processing units for performing different actions of the method flow according to the embodiments of the present disclosure.

在RAM 803中,存储有系统800操作所需的各种程序和数据。处理器801、ROM 802以及RAM 803通过总线804彼此相连。处理器801通过执行ROM 802和/或RAM 803中的程序来执行根据本公开实施例的方法流程的各种操作。需要注意,所述程序也可以存储在除ROM 802和RAM 803以外的一个或多个存储器中。处理器801也可以通过执行存储在所述一个或多个存储器中的程序来执行根据本公开实施例的方法流程的各种操作。In the RAM 803, various programs and data necessary for the operation of the system 800 are stored. The processor 801 , the ROM 802 , and the RAM 803 are connected to each other through a bus 804 . The processor 801 performs various operations of the method flow according to the embodiment of the present disclosure by executing the programs in the ROM 802 and/or the RAM 803 . Note that the program may also be stored in one or more memories other than the ROM 802 and the RAM 803 . The processor 801 may also perform various operations of the method flow according to the embodiments of the present disclosure by executing programs stored in the one or more memories.

根据本公开的实施例,系统800还可以包括输入/输出(I/O)接口805,输入/输出(I/O)接口805也连接至总线804。系统800还可以包括连接至I/O接口805的以下部件中的一项或多项:包括键盘、鼠标等的输入部分806;包括诸如阴极射线管(CRT)、液晶显示器(LCD)等以及扬声器等的输出部分807;包括硬盘等的存储部分808;以及包括诸如LAN卡、调制解调器等的网络接口卡的通信部分809。通信部分809经由诸如因特网的网络执行通信处理。驱动器810也根据需要连接至I/O接口805。可拆卸介质811,诸如磁盘、光盘、磁光盘、半导体存储器等等,根据需要安装在驱动器810上,以便于从其上读出的计算机程序根据需要被安装入存储部分808。According to an embodiment of the present disclosure, the system 800 may also include an input/output (I/O) interface 805 that is also connected to the bus 804 . System 800 may also include one or more of the following components connected to I/O interface 805: input portion 806 including keyboard, mouse, etc.; including components such as cathode ray tube (CRT), liquid crystal display (LCD), etc., and speakers An output section 807 including a hard disk, etc.; a storage section 808 including a hard disk, etc.; and a communication section 809 including a network interface card such as a LAN card, a modem, and the like. The communication section 809 performs communication processing via a network such as the Internet. A drive 810 is also connected to the I/O interface 805 as needed. A removable medium 811, such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, etc., is mounted on the drive 810 as needed so that a computer program read therefrom is installed into the storage section 808 as needed.

根据本公开的实施例,根据本公开实施例的方法流程可以被实现为计算机软件程序。例如,本公开的实施例包括一种计算机程序产品,其包括承载在计算机可读存储介质上的计算机程序,该计算机程序包含用于执行流程图所示的方法的程序代码。在这样的实施例中,该计算机程序可以通过通信部分809从网络上被下载和安装,和/或从可拆卸介质811被安装。在该计算机程序被处理器801执行时,执行本公开实施例的系统中限定的上述功能。根据本公开的实施例,上文描述的系统、设备、装置、模块、单元等可以通过计算机程序模块来实现。According to an embodiment of the present disclosure, the method flow according to an embodiment of the present disclosure may be implemented as a computer software program. For example, embodiments of the present disclosure include a computer program product comprising a computer program carried on a computer-readable storage medium, the computer program containing program code for performing the method illustrated in the flowchart. In such an embodiment, the computer program may be downloaded and installed from the network via the communication portion 809, and/or installed from the removable medium 811. When the computer program is executed by the processor 801, the above-described functions defined in the system of the embodiment of the present disclosure are performed. According to embodiments of the present disclosure, the above-described systems, apparatuses, apparatuses, modules, units, etc. can be implemented by computer program modules.

本公开还提供了一种计算机可读存储介质,该计算机可读存储介质可以是上述实施例中描述的设备/装置/系统中所包含的;也可以是单独存在,而未装配入该设备/装置/系统中。上述计算机可读存储介质承载有一个或者多个程序,当上述一个或者多个程序被执行时,实现根据本公开实施例的方法。The present disclosure also provides a computer-readable storage medium. The computer-readable storage medium may be included in the device/apparatus/system described in the above embodiments; it may also exist alone without being assembled into the device/system. device/system. The above-mentioned computer-readable storage medium carries one or more programs, and when the above-mentioned one or more programs are executed, implement the method according to the embodiment of the present disclosure.

根据本公开的实施例,计算机可读存储介质可以是非易失性的计算机可读存储介质。例如可以包括但不限于:便携式计算机磁盘、硬盘、随机访问存储器(RAM)、只读存储器(ROM)、可擦式可编程只读存储器(EPROM或闪存)、便携式紧凑磁盘只读存储器(CD-ROM)、光存储器件、磁存储器件、或者上述的任意合适的组合。在本公开中,计算机可读存储介质可以是任何包含或存储程序的有形介质,该程序可以被指令执行系统、装置或者器件使用或者与其结合使用。According to an embodiment of the present disclosure, the computer-readable storage medium may be a non-volatile computer-readable storage medium. Examples may include, but are not limited to, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), erasable programmable read only memory (EPROM or flash memory), portable compact disk read only memory (CD- ROM), optical storage devices, magnetic storage devices, or any suitable combination of the above. In this disclosure, a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, apparatus, or device.

例如,根据本公开的实施例,计算机可读存储介质可以包括上文描述的ROM 802和/或RAM 803和/或ROM 802和RAM 803以外的一个或多个存储器。For example, according to embodiments of the present disclosure, a computer-readable storage medium may include one or more memories other than ROM 802 and/or RAM 803 and/or ROM 802 and RAM 803 described above.

本公开的实施例还包括一种计算机程序产品,其包括计算机程序,该计算机程序包含用于执行本公开实施例所提供的方法的程序代码,当计算机程序产品在电子设备上运行时,该程序代码用于使电子设备实现本公开实施例所提供的数据处理方法。The embodiments of the present disclosure also include a computer program product, which includes a computer program, the computer program includes program codes for executing the methods provided by the embodiments of the present disclosure, and when the computer program product runs on an electronic device, the program The code is used to enable the electronic device to implement the data processing method provided by the embodiments of the present disclosure.

在该计算机程序被处理器801执行时,执行本公开实施例的系统/装置中限定的上述功能。根据本公开的实施例,上文描述的系统、装置、模块、单元等可以通过计算机程序模块来实现。When the computer program is executed by the processor 801, the above-mentioned functions defined in the system/device of the embodiment of the present disclosure are performed. According to embodiments of the present disclosure, the systems, apparatuses, modules, units, etc. described above may be implemented by computer program modules.

在一种实施例中,该计算机程序可以依托于光存储器件、磁存储器件等有形存储介质。在另一种实施例中,该计算机程序也可以在网络介质上以信号的形式进行传输、分发,并通过通信部分809被下载和安装,和/或从可拆卸介质811被安装。该计算机程序包含的程序代码可以用任何适当的网络介质传输,包括但不限于:无线、有线等等,或者上述的任意合适的组合。In one embodiment, the computer program may rely on a tangible storage medium such as an optical storage device, a magnetic storage device, or the like. In another embodiment, the computer program may also be transmitted, distributed in the form of a signal over a network medium, downloaded and installed through the communication section 809, and/or installed from a removable medium 811. The program code embodied by the computer program may be transmitted using any suitable network medium, including but not limited to: wireless, wired, etc., or any suitable combination of the foregoing.

根据本公开的实施例,可以以一种或多种程序设计语言的任意组合来编写用于执行本公开实施例提供的计算机程序的程序代码,具体地,可以利用高级过程和/或面向对象的编程语言、和/或汇编/机器语言来实施这些计算程序。程序设计语言包括但不限于诸如Java,C++,python,“C”语言或类似的程序设计语言。程序代码可以完全地在用户计算设备上执行、部分地在用户设备上执行、部分在远程计算设备上执行、或者完全在远程计算设备或服务器上执行。在涉及远程计算设备的情形中,远程计算设备可以通过任意种类的网络,包括局域网(LAN)或广域网(WAN),连接到用户计算设备,或者,可以连接到外部计算设备(例如利用因特网服务提供商来通过因特网连接)。According to the embodiments of the present disclosure, the program code for executing the computer program provided by the embodiments of the present disclosure may be written in any combination of one or more programming languages, and specifically, high-level procedures and/or object-oriented programming may be used. programming language, and/or assembly/machine language to implement these computational programs. Programming languages include, but are not limited to, languages such as Java, C++, python, "C" or similar programming languages. The program code may execute entirely on the user computing device, partly on the user device, partly on a remote computing device, or entirely on the remote computing device or server. In the case of a remote computing device, the remote computing device may be connected to the user computing device through any kind of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computing device (eg, using an Internet service provider business via an Internet connection).

附图中的流程图和框图,图示了按照本公开各种实施例的系统、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上,流程图或框图中的每个方框可以代表一个模块、程序段、或代码的一部分,上述模块、程序段、或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。也应当注意,在有些作为替换的实现中,方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如,两个接连地表示的方框实际上可以基本并行地执行,它们有时也可以按相反的顺序执行,这依所涉及的功能而定。也要注意的是,框图或流程图中的每个方框、以及框图或流程图中的方框的组合,可以用执行规定的功能或操作的专用的基于硬件的系统来实现,或者可以用专用硬件与计算机指令的组合来实现。本领域技术人员可以理解,本公开的各个实施例和/或权利要求中记载的特征可以进行多种组合和/或结合,即使这样的组合或结合没有明确记载于本公开中。特别地,在不脱离本公开精神和教导的情况下,本公开的各个实施例和/或权利要求中记载的特征可以进行多种组合和/或结合。所有这些组合和/或结合均落入本公开的范围。The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code that contains one or more logical functions for implementing the specified functions executable instructions. It should also be noted that, in some alternative implementations, the functions noted in the blocks may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It is also noted that each block of the block diagrams or flowchart illustrations, and combinations of blocks in the block diagrams or flowchart illustrations, can be implemented in special purpose hardware-based systems that perform the specified functions or operations, or can be implemented using A combination of dedicated hardware and computer instructions is implemented. Those skilled in the art will appreciate that various combinations and/or combinations of features recited in various embodiments and/or claims of the present disclosure are possible, even if such combinations or combinations are not expressly recited in the present disclosure. In particular, various combinations and/or combinations of the features recited in the various embodiments of the present disclosure and/or in the claims may be made without departing from the spirit and teachings of the present disclosure. All such combinations and/or combinations fall within the scope of this disclosure.

以上对本公开的实施例进行了描述。但是,这些实施例仅仅是为了说明的目的,而并非为了限制本公开的范围。尽管在以上分别描述了各实施例,但是这并不意味着各个实施例中的措施不能有利地结合使用。本公开的范围由所附权利要求及其等同物限定。不脱离本公开的范围,本领域技术人员可以做出多种替代和修改,这些替代和修改都应落在本公开的范围之内。Embodiments of the present disclosure have been described above. However, these examples are for illustrative purposes only, and are not intended to limit the scope of the present disclosure. Although the various embodiments are described above separately, this does not mean that the measures in the various embodiments cannot be used in combination to advantage. The scope of the present disclosure is defined by the appended claims and their equivalents. Without departing from the scope of the present disclosure, those skilled in the art can make various substitutions and modifications, and these substitutions and modifications should all fall within the scope of the present disclosure.

Claims (10)

1. A data processing method of a segmented guided wave radar liquid level meter comprises the following steps:
predicting a predicted value of the liquid level height in the target container at the next measurement according to the measured liquid level value and the liquid level change speed value of the current liquid level height in the target container;
calculating a first false echo signal in the first echo signal measured next time according to the predicted value and the length of each segment of the waveguide rod;
acquiring a first echo signal of the wave guide rod when the liquid in the target container is positioned at the predicted liquid level height;
calculating an initial measured level value for the predicted level height from the first echo signal and the first spurious echo signal;
and performing Kalman filtering processing on the initial measurement liquid level value to obtain the measurement liquid level value of the predicted liquid level height.
2. The method of claim 1, further comprising:
respectively acquiring a background echo signal of the wave guide rod when no liquid exists in the target container and an initial echo signal of the wave guide rod when the liquid in the target container is positioned at an initial liquid level height;
and calculating a measurement liquid level value and a liquid level change speed value of the initial liquid level height according to the background echo signal and the initial echo signal.
3. The method of claim 2, wherein the separately obtaining the background echo signal of the waveguide rod when no liquid is in the target vessel and the initial echo signal of the waveguide rod when the liquid in the target vessel is at an initial liquid level comprises:
respectively collecting a second echo signal of the wave guide rod when no liquid exists in the target container and a third echo signal of the wave guide rod when the liquid in the target container is positioned at the initial liquid level height;
and respectively carrying out linear frequency modulation Z conversion on the second echo signal and the third echo signal to obtain the background echo signal and the initial echo signal.
4. The method of claim 2, wherein the background echo signal comprises:
c(t)=c0(t)+c1(t)+c2(t)+…+cQ(t)
wherein c (t) is background echo signal, c0(t) reflected signals due to impedance mismatch at the feed port of the waveguide rod, c1(t) is a length L from the feed port of the waveguide rod1C a reflection signal generated at the junction of the first and second guided wave rods, c2(t) is a length L from the feed port of the waveguide rod2C reflected signal generated at the joint of the second and third guided wave rods, cQ(t) is a length L from the feed port of the waveguide rodQThe total reflection signal caused by the short circuit of the tail end of the waveguide rod in the Q section.
5. The method of claim 4, wherein said calculating a measured level value and a level change velocity value for said initial liquid level height from said background echo signal and said initial echo signal comprises:
obtaining a second false echo signal at the feed port of the waveguide rod according to the background echo signal;
eliminating the false echo signal in the initial echo signal according to the second false echo signal to obtain a first real echo signal;
processing the first real echo signal by a peak positioning method to obtain an initial liquid level height value;
and calculating the liquid level change speed value according to the initial liquid level height value.
6. The method of claim 1, wherein predicting a predicted value of the liquid level in the target container at the next measurement based on the measured liquid level value of the current liquid level in the target container comprises:
Figure FDA0003028326010000021
wherein,
Figure FDA0003028326010000022
in order to measure the level value of the liquid,
Figure FDA0003028326010000023
the liquid level change speed values of two adjacent measurements are obtained, and T is the time interval of the two adjacent measurements.
7. The method of claim 1, wherein said calculating a first false echo signal in said next measured first echo signal based on said predicted values and waveguide rod segment lengths comprises:
Figure FDA0003028326010000024
wherein,
Figure FDA0003028326010000025
is the first false echo signal, Ci(k) Is L from the feed port of the waveguide rodiJ is the number of segments of the waveguide rod between the predicted value and the feed port, LJ≤X<LJ+1And X is a predicted value.
8. The method of claim 1, wherein the obtaining a first echo signal of the waveguide rod when the liquid in the target vessel is at the predicted liquid level comprises:
collecting a fourth echo signal of the wave guide rod when the liquid in the target container is positioned at the predicted liquid level height;
and performing linear frequency modulation Z conversion on the fourth echo signal in a window taking the predicted value as the center to obtain the first echo signal.
9. The method of claim 1, wherein said calculating an initial measured level value of said predicted level from said first echo signal and said first spurious echo signal comprises:
eliminating the false echo signal in the first echo signal according to the first false echo signal to obtain a second real echo signal;
and processing the second real echo signal by a peak positioning method to obtain an initial measurement liquid level value of the predicted liquid level height.
10. The method of claim 1, wherein the kalman filtering the initial measured level value to obtain the measured level value of the predicted liquid level height comprises:
performing Kalman filtering processing on the initial measurement level value to obtain a measurement level value of the predicted liquid level height in the target container and the liquid level change speed value in the target container;
and outputting the measured liquid level value as a final output result.
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