[go: up one dir, main page]

CN108693164A - Temperature demodulation method, apparatus and system based on fiber raman scattering signal - Google Patents

Temperature demodulation method, apparatus and system based on fiber raman scattering signal Download PDF

Info

Publication number
CN108693164A
CN108693164A CN201810632641.7A CN201810632641A CN108693164A CN 108693164 A CN108693164 A CN 108693164A CN 201810632641 A CN201810632641 A CN 201810632641A CN 108693164 A CN108693164 A CN 108693164A
Authority
CN
China
Prior art keywords
optical fiber
raman scattering
signal
fiber raman
current moment
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201810632641.7A
Other languages
Chinese (zh)
Other versions
CN108693164B (en
Inventor
郭亮
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Qi Qi Intelligent Technology Co Ltd
Original Assignee
Shanghai Qi Qi Intelligent Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Qi Qi Intelligent Technology Co Ltd filed Critical Shanghai Qi Qi Intelligent Technology Co Ltd
Priority to CN201810632641.7A priority Critical patent/CN108693164B/en
Publication of CN108693164A publication Critical patent/CN108693164A/en
Application granted granted Critical
Publication of CN108693164B publication Critical patent/CN108693164B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/65Raman scattering

Landscapes

  • Health & Medical Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Measuring Temperature Or Quantity Of Heat (AREA)

Abstract

The present invention provides a kind of temperature demodulation method, apparatus and system based on fiber raman scattering signal, it is related to temperature sensor technology field, obtains two kinds of fiber raman scattering signals at the current time of the target optical fiber measurement point for the target monitoring point that temperature sensing device is acquired;It is weighted average calculating operation in conjunction with the stabilization signal of last moment, obtains the stabilization signal of two kinds of fiber raman scattering signals at the current time of target optical fiber measurement point, and calculate the ratio of its stabilization signal;It is weighted average calculating operation than value stabilization data in conjunction with last moment, is obtained than value stabilization data;According to this than value stabilization data and presetting database, the temperature data of target monitoring point is obtained.The present invention carries out handling with the weighted average of the data of last moment respectively to the ratio of two kinds of fiber raman scattering signals and the two stabilization signal respectively, keep the signal of mutation more smooth, the abnormal signal caused by ambient noise factor is effectively reduced, the measurement of temperature is more stablized, is accurate.

Description

基于光纤拉曼散射信号的温度解调方法、装置及系统Temperature demodulation method, device and system based on optical fiber Raman scattering signal

技术领域technical field

本发明涉及温度传感技术领域,尤其是涉及一种基于光纤拉曼散射信号的温度解调方法、装置及系统。The invention relates to the technical field of temperature sensing, in particular to a temperature demodulation method, device and system based on optical fiber Raman scattering signals.

背景技术Background technique

光纤拉曼测温系统是利用光纤中的自发拉曼散射效应,结合光时域反射技术(Optical Time Domain Reflectometry,OTDR)实现的可用于分布式、连续式、实时测量空间温度场分布的一种新型传感系统。与传统的电子温度传感器相比,光纤拉曼测温系统具有抗电磁干扰、耐高压、结构简单等优点,所以被广泛应用于电力电缆温度监测、结构健康监测、大坝泄漏监测等领域。The optical fiber Raman temperature measurement system is a kind of distributed, continuous and real-time measurement of spatial temperature field distribution, which is realized by using the spontaneous Raman scattering effect in the optical fiber combined with Optical Time Domain Reflectometry (OTDR). New sensor system. Compared with traditional electronic temperature sensors, the optical fiber Raman temperature measurement system has the advantages of anti-electromagnetic interference, high-voltage resistance, and simple structure, so it is widely used in power cable temperature monitoring, structural health monitoring, dam leakage monitoring and other fields.

目前基于光纤拉曼散射的温度解调方法为:通过系统采集窄带光源发射的光在光纤中传播时的拉曼散射信号,并对拉曼散射信号中的反斯托克斯光信号与斯托克丝光信号做比值计算,根据比值与温度的线性关系得出环境温度,这种方式对可能出现的环境噪声因素导致的异常数据处理能力不足,导致光纤拉曼测温结果精度不够。At present, the temperature demodulation method based on optical fiber Raman scattering is: through the system to collect the Raman scattering signal when the light emitted by the narrow-band light source propagates in the optical fiber, and analyze the anti-Stokes light signal and the Stokes light signal in the Raman scattering signal. The X-ray signal is used for ratio calculation, and the ambient temperature is obtained according to the linear relationship between the ratio and temperature. This method has insufficient processing capacity for abnormal data caused by possible environmental noise factors, resulting in insufficient accuracy of optical fiber Raman temperature measurement results.

发明内容Contents of the invention

有鉴于此,本发明的目的在于提供一种基于光纤拉曼散射信号的温度解调方法、装置及系统,分别对光纤拉曼散射斯托克丝光解调信号、光纤拉曼散射反斯托克斯光解调信号、及二者稳定信号的比值数据三种数据分别进行与上一时刻的数据的加权平均处理,使突变的信号更加平滑,有效减少了因环境噪声因素引起的异常信号,对温度的测量更加稳定、准确。In view of this, the object of the present invention is to provide a temperature demodulation method, device and system based on optical fiber Raman scattering signals, respectively for optical fiber Raman scattering Stokes mercerizing demodulation signals, optical fiber Raman scattering anti-Stokes The three kinds of data, the demodulated signal of Siguang and the ratio data of the two stable signals, are respectively processed with the weighted average of the data at the previous moment, so that the sudden signal is smoother, and the abnormal signal caused by environmental noise factors is effectively reduced. The temperature measurement is more stable and accurate.

第一方面,本发明实施例提供了一种基于光纤拉曼散射信号的温度解调方法,包括:In the first aspect, the embodiment of the present invention provides a temperature demodulation method based on optical fiber Raman scattering signal, including:

获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号;两种光纤拉曼散射信号分别为:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号;Obtain two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device; the two optical fiber Raman scattering signals are: optical fiber Raman scattering Stokes light demodulation signal , fiber Raman scattering anti-Stokes optical demodulation signal;

结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号;Combining the stable signals of the two fiber Raman scattering signals at the previous moment, the weighted average operation is performed on the two fiber Raman scattering signals at the current moment to obtain the stability of the two fiber Raman scattering signals at the current moment of the target fiber measurement point Signal;

计算当前时刻的两种光纤拉曼散射信号的稳定信号的比值;Calculate the ratio of the stable signals of the two fiber Raman scattering signals at the current moment;

结合上一时刻的比值稳定数据,对当前时刻的比值进行加权平均运算,得到目标光纤测量点的当前时刻的比值稳定数据;Combined with the ratio stability data at the previous moment, the weighted average operation is performed on the ratio at the current moment to obtain the ratio stability data at the current moment of the target optical fiber measurement point;

根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据。The temperature data of the target monitoring point is obtained according to the ratio stability data at the current moment of the target optical fiber measuring point and the preset database.

结合第一方面,本发明实施例提供了第一方面的第一种可能的实施方式,其中,在结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号之前,还包括:In combination with the first aspect, the embodiment of the present invention provides the first possible implementation manner of the first aspect, wherein, combining the stable signals of the two kinds of optical fiber Raman scattering signals at the previous moment, the two kinds of optical fiber Raman scattering signals at the current moment are Before the weighted average operation is performed on the Mann scattering signal to obtain the stable signal of the two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point, it also includes:

对当前时刻的两种光纤拉曼散射信号分别进行滤波处理,得到滤波后的两种光纤拉曼散射信号;Perform filtering processing on the two kinds of fiber optic Raman scattering signals at the current moment respectively, and obtain two kinds of fiber optic Raman scattering signals after filtering;

对滤波后的两种光纤拉曼散射信号进行滑动平均处理,得到两种平均信号;两种平均信号分别为:光纤拉曼散射斯托克斯光解调平均信号、光纤拉曼散射反斯托克斯光解调平均信号。Perform sliding average processing on the filtered two fiber Raman scattering signals to obtain two average signals; the two average signals are: fiber Raman scattering Stokes light demodulation average signal, fiber Raman scattering anti-Stow Max light demodulated averaged signal.

结合第一方面,本发明实施例提供了第一方面的第二种可能的实施方式,其中,结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号,具体包括:In combination with the first aspect, the embodiment of the present invention provides a second possible implementation manner of the first aspect, wherein, combining the stable signals of the two kinds of optical fiber Raman scattering signals at the previous moment, the two kinds of optical fiber Raman scattering signals at the current moment Scattering signals are weighted and averaged to obtain stable signals of the two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point, including:

对上一时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号、及光纤拉曼散射斯托克斯光解调平均信号进行加权平均运算,得到当前时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号;The weighted average operation is performed on the stable signal of the fiber Raman scattering Stokes light demodulation signal at the previous moment and the fiber Raman scattering Stokes light demodulation average signal to obtain the fiber Raman scattering Stokes light demodulation signal at the current moment The stable signal of the Max light demodulation signal;

对上一时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号、及光纤拉曼散射反斯托克斯光解调平均信号进行加权平均运算,得到当前时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号。The weighted average operation is performed on the stable signal of the fiber Raman scattering anti-Stokes optical demodulation signal at the previous moment and the average signal of the fiber Raman scattering anti-Stokes optical demodulation signal to obtain the fiber Raman scattering at the current moment Stabilized signal for anti-Stokes optically demodulated signal.

结合第一方面,本发明实施例提供了第一方面的第三种可能的实施方式,其中,计算当前时刻的两种光纤拉曼散射信号的稳定信号的比值,具体包括:In combination with the first aspect, the embodiment of the present invention provides a third possible implementation manner of the first aspect, wherein calculating the ratio of the stable signals of the two fiber Raman scattering signals at the current moment specifically includes:

利用当前时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号,除以当前时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号,得到两种光纤拉曼散射信号的稳定信号的比值。Using the stable signal of the fiber Raman scattering Stokes light demodulation signal at the current moment, divided by the stable signal of the fiber Raman scattering anti-Stokes light demodulation signal at the current moment, two kinds of fiber Raman scattering signals are obtained The ratio of the stable signal of .

结合第一方面,本发明实施例提供了第一方面的第四种可能的实施方式,其中,在获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号之前,还包括:In combination with the first aspect, the embodiment of the present invention provides a fourth possible implementation of the first aspect, wherein, at the current moment of acquiring the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device Before the Mann scattered signal, also include:

根据工程现场光纤长度数据,确定目标监测点的目标光纤测量点的数量。According to the length data of the optical fiber at the project site, the quantity of the target optical fiber measurement points of the target monitoring point is determined.

结合第一方面,本发明实施例提供了第一方面的第五种可能的实施方式,其中,当目标光纤测量点的数量为多个时,根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据,具体包括:In combination with the first aspect, the embodiment of the present invention provides a fifth possible implementation manner of the first aspect, wherein, when there are multiple target optical fiber measurement points, the ratio stabilization data at the current moment of the target optical fiber measurement point and Preset the database to obtain the temperature data of the target monitoring point, including:

将多个目标光纤测量点的当前时刻的比值稳定数据进行均值计算,得到目标监测点的当前时刻的比值稳定数据;Calculate the average value of the ratio stability data at the current moment of multiple target optical fiber measurement points to obtain the ratio stability data at the current moment of the target monitoring point;

以目标监测点的当前时刻的比值稳定数据为关键词,从预设数据库中的温度-比值关系信息中进行检索,得到与目标监测点的当前时刻的比值稳定数据相匹配的温度值;Taking the ratio stability data at the current moment of the target monitoring point as a keyword, searching from the temperature-ratio relationship information in the preset database, and obtaining a temperature value that matches the ratio stability data at the current moment of the target monitoring point;

根据预设数据库中的预设参数对温度值进行修正,得到目标监测点的温度数据。The temperature value is corrected according to the preset parameters in the preset database to obtain the temperature data of the target monitoring point.

结合第一方面,本发明实施例提供了第一方面的第六种可能的实施方式,其中,在根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据之后,还包括:In combination with the first aspect, the embodiment of the present invention provides a sixth possible implementation manner of the first aspect, wherein the temperature data of the target monitoring point is obtained according to the ratio stabilization data at the current moment of the target optical fiber measurement point and the preset database After that, also include:

将温度数据发送至显示终端,以使显示终端对温度数据进行显示。Send the temperature data to the display terminal, so that the display terminal can display the temperature data.

第二方面,本发明实施例还提供一种基于光纤拉曼散射信号的温度解调装置,包括:In the second aspect, the embodiment of the present invention also provides a temperature demodulation device based on optical fiber Raman scattering signal, including:

信号获取模块,用于获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号;两种光纤拉曼散射信号分别为:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号;The signal acquisition module is used to obtain two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device; the two kinds of optical fiber Raman scattering signals are: optical fiber Raman scattering Stowe Demodulation signal of Stokes light, anti-Stokes light demodulation signal of fiber Raman scattering;

第一计算模块,用于结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号;The first calculation module is used to combine the stable signals of the two kinds of optical fiber Raman scattering signals at the previous moment, and perform a weighted average operation on the two kinds of optical fiber Raman scattering signals at the current moment to obtain the two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point. Stable signal of optical fiber Raman scattering signal;

第二计算模块,用于计算当前时刻的两种光纤拉曼散射信号的稳定信号的比值;The second calculation module is used to calculate the ratio of the stable signals of the two kinds of optical fiber Raman scattering signals at the current moment;

第三计算模块,用于结合上一时刻的比值稳定数据,对当前时刻的比值进行加权平均运算,得到目标光纤测量点的当前时刻的比值稳定数据;The third calculation module is used to combine the ratio stability data at the previous moment to perform a weighted average operation on the ratio at the current moment to obtain the ratio stability data at the current moment of the target optical fiber measurement point;

温度确定模块,用于根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据。The temperature determination module is used to obtain the temperature data of the target monitoring point according to the ratio stability data at the current moment of the target optical fiber measurement point and the preset database.

第三方面,本发明实施例还提供一种基于光纤拉曼散射信号的温度解调系统,包括:处理器、温度传感装置及显示终端;In the third aspect, the embodiment of the present invention also provides a temperature demodulation system based on optical fiber Raman scattering signal, including: a processor, a temperature sensing device, and a display terminal;

处理器上安装有如第二方面所述的基于光纤拉曼散射信号的温度解调装置;The temperature demodulation device based on the optical fiber Raman scattering signal as described in the second aspect is installed on the processor;

处理器分别与温度传感装置及显示终端通信连接。The processor communicates with the temperature sensing device and the display terminal respectively.

第四方面,本发明实施例还提供一种具有处理器可执行的非易失的程序代码的计算机可读介质,程序代码使处理器执行第一方面所述的方法。In a fourth aspect, an embodiment of the present invention further provides a computer-readable medium having a non-volatile program code executable by a processor, and the program code causes the processor to execute the method described in the first aspect.

本发明实施例带来了以下有益效果:Embodiments of the present invention bring the following beneficial effects:

本发明实施例提供的基于光纤拉曼散射信号的温度解调方法,首先获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号;两种光纤拉曼散射信号分别为:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号;结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号;计算当前时刻的两种光纤拉曼散射信号的稳定信号的比值;结合上一时刻的比值稳定数据,对当前时刻的比值进行加权平均运算,得到目标光纤测量点的当前时刻的比值稳定数据;根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据。本发明实施例分别对光纤拉曼散射斯托克丝光解调信号、光纤拉曼散射反斯托克斯光解调信号、及二者稳定信号的比值数据三种数据分别进行与上一时刻的数据的加权平均处理,使突变的信号更加平滑,有效减少了因环境噪声因素引起的异常信号,对温度的测量更加稳定、准确。The temperature demodulation method based on optical fiber Raman scattering signal provided by the embodiment of the present invention firstly obtains two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device; The Raman scattering signals are: optical fiber Raman scattering Stokes optical demodulation signal, optical fiber Raman scattering anti-Stokes optical demodulation signal; combined with the stable signal of the two optical fiber Raman scattering signals at the previous moment, Perform weighted average calculation on the two kinds of fiber Raman scattering signals at the current moment to obtain the stable signals of the two kinds of fiber Raman scattering signals at the current moment of the target fiber measurement point; calculate the stable signals of the two kinds of fiber Raman scattering signals at the current moment Combined with the ratio stability data at the previous moment, the weighted average operation is performed on the ratio at the current moment to obtain the ratio stability data at the current moment of the target optical fiber measurement point; according to the ratio stability data at the current moment of the target fiber measurement point and the preset database to obtain the temperature data of the target monitoring point. In the embodiment of the present invention, the three kinds of data, namely, the optical fiber Raman scattering Stokes mercerizing demodulation signal, the optical fiber Raman scattering anti-Stokes light demodulation signal, and the ratio data of the two stable signals, are respectively compared with those at the previous moment. The weighted average processing of data makes the sudden signal smoother, effectively reduces the abnormal signal caused by environmental noise factors, and makes the temperature measurement more stable and accurate.

本发明的其他特征和优点将在随后的说明书中阐述,并且,部分地从说明书中变得显而易见,或者通过实施本发明而了解。本发明的目的和其他优点在说明书、权利要求书以及附图中所特别指出的结构来实现和获得。Additional features and advantages of the invention will be set forth in the description which follows, and in part will be apparent from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.

为使本发明的上述目的、特征和优点能更明显易懂,下文特举较佳实施例,并配合所附附图,作详细说明如下。In order to make the above-mentioned objects, features and advantages of the present invention more comprehensible, preferred embodiments will be described in detail below together with the accompanying drawings.

附图说明Description of drawings

为了更清楚地说明本发明具体实施方式或现有技术中的技术方案,下面将对具体实施方式或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施方式,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the specific implementation of the present invention or the technical solutions in the prior art, the following will briefly introduce the accompanying drawings that need to be used in the specific implementation or description of the prior art. Obviously, the accompanying drawings in the following description The drawings show some implementations of the present invention, and those skilled in the art can obtain other drawings based on these drawings without any creative work.

图1为本发明实施例一提供的一种基于光纤拉曼散射信号的温度解调方法的流程图;FIG. 1 is a flow chart of a temperature demodulation method based on optical fiber Raman scattering signals provided by Embodiment 1 of the present invention;

图2为本发明实施例一提供的另一种基于光纤拉曼散射信号的温度解调方法的流程图;2 is a flow chart of another temperature demodulation method based on optical fiber Raman scattering signals provided by Embodiment 1 of the present invention;

图3为本发明实施例一提供的另一种基于光纤拉曼散射信号的温度解调方法的流程图;3 is a flow chart of another temperature demodulation method based on optical fiber Raman scattering signals provided by Embodiment 1 of the present invention;

图4为本发明实施例一提供的另一种基于光纤拉曼散射信号的温度解调方法的流程图;4 is a flow chart of another temperature demodulation method based on optical fiber Raman scattering signals provided by Embodiment 1 of the present invention;

图5为本发明实施例一提供的另一种基于光纤拉曼散射信号的温度解调方法的流程图;FIG. 5 is a flow chart of another temperature demodulation method based on optical fiber Raman scattering signals provided by Embodiment 1 of the present invention;

图6为本发明实施例二提供的一种基于光纤拉曼散射信号的温度解调装置的示意图;6 is a schematic diagram of a temperature demodulation device based on optical fiber Raman scattering signals provided by Embodiment 2 of the present invention;

图7为本发明实施例三提供的一种基于光纤拉曼散射信号的温度解调系统的示意图。FIG. 7 is a schematic diagram of a temperature demodulation system based on optical fiber Raman scattering signals provided by Embodiment 3 of the present invention.

具体实施方式Detailed ways

为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合附图对本发明的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the described embodiments are part of the embodiments of the present invention, not all of them. the embodiment. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

现有的基于光纤拉曼散射的温度解调方法,只对拉曼散射信号中的反斯托克斯光信号与斯托克丝光信号做比值计算,根据比值与温度的线性关系得出环境温度,对可能出现的环境噪声因素导致的异常数据处理能力不足,导致光纤拉曼测温结果精度不够。The existing temperature demodulation method based on optical fiber Raman scattering only calculates the ratio between the anti-Stokes light signal and the Stokes light signal in the Raman scattering signal, and obtains the ambient temperature according to the linear relationship between the ratio and temperature , Insufficient processing ability for abnormal data caused by possible environmental noise factors, resulting in insufficient accuracy of optical fiber Raman temperature measurement results.

基于此,本发明实施例提供一种基于光纤拉曼散射信号的温度解调方法、装置及系统,分别对光纤拉曼散射斯托克丝光解调信号、光纤拉曼散射反斯托克斯光解调信号、及二者稳定信号的比值数据三种数据分别进行与上一时刻的数据的加权平均处理,使突变的信号更加平滑,有效减少了因环境噪声因素引起的异常信号,对温度的测量更加稳定、准确。Based on this, the embodiments of the present invention provide a temperature demodulation method, device and system based on optical fiber Raman scattering signals, respectively for optical fiber Raman scattering Stokes mercerizing demodulation signals, optical fiber Raman scattering anti-Stokes light The demodulated signal and the ratio data of the two stable signals are respectively weighted and averaged with the data at the previous moment to make the sudden signal smoother and effectively reduce the abnormal signal caused by environmental noise factors. The measurement is more stable and accurate.

为便于对本实施例进行理解,首先对本发明实施例所公开的一种基于光纤拉曼散射信号的温度解调方法进行详细介绍。In order to facilitate the understanding of this embodiment, a method for temperature demodulation based on optical fiber Raman scattering signals disclosed in the embodiment of the present invention is firstly introduced in detail.

实施例一:Embodiment one:

本发明实施例提供了一种基于光纤拉曼散射信号的温度解调方法,该方法在处理器端被执行,参见图1所示,该方法包括以下步骤:The embodiment of the present invention provides a temperature demodulation method based on optical fiber Raman scattering signal, the method is executed on the processor side, as shown in Figure 1, the method includes the following steps:

S101:获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号;两种光纤拉曼散射信号分别为:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号。S101: Obtain two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device; the two optical fiber Raman scattering signals are: optical fiber Raman scattering Stokes photolysis modulated signal, fiber Raman scattering anti-Stokes light demodulated signal.

具体实现的时候,首先处理器获取温度传感装置所采集的目标监测点的目标光纤测量点的光纤拉曼散射信号,其中,一个目标监测点可以对应一个目标光纤测量点或者多个目标光纤测量点。具体目标光纤测量点的数量的确定过程参见后续步骤。一个目标光纤测量点所对应的光纤拉曼散射信号包括:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号。During specific implementation, first the processor acquires the optical fiber Raman scattering signal of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device, wherein one target monitoring point can correspond to one target optical fiber measurement point or multiple target optical fiber measurement points point. For the determination process of the number of specific target optical fiber measurement points, refer to the subsequent steps. The optical fiber Raman scattering signal corresponding to a target optical fiber measurement point includes: optical fiber Raman scattering Stokes light demodulation signal, optical fiber Raman scattering anti-Stokes light demodulation signal.

S102:结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号。S102: Combining the stable signals of the two fiber Raman scattering signals at the previous moment, perform a weighted average operation on the two fiber Raman scattering signals at the current moment to obtain the two fiber Raman scattering signals at the current moment of the target fiber measurement point stable signal.

针对上述获取到的光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号,再结合这两种信号分别对应的上一时刻的稳定信号,对该两种信号进行加权平均运算,其中权重因子可以根据上一时刻和当前时刻的信号数值的均值与历史数据的历史贴近度进行确定和调整,历史贴近度越高,权重越大,历史贴近度越低,权重越小。In view of the acquired optical fiber Raman scattering Stokes light demodulation signal and optical fiber Raman scattering anti-Stokes light demodulation signal, combined with the stable signals at the previous moment corresponding to these two signals, the The weighted average operation is performed on the two signals, and the weight factor can be determined and adjusted according to the historical closeness between the average value of the signal value at the previous moment and the current moment and the historical data. The higher the historical closeness, the greater the weight, and the higher the historical closeness. The lower the weight, the smaller the weight.

S103:计算当前时刻的两种光纤拉曼散射信号的稳定信号的比值。S103: Calculate the ratio of the stable signals of the two optical fiber Raman scattering signals at the current moment.

具体的,利用当前时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号,除以当前时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号,得到两种光纤拉曼散射信号的稳定信号的比值。Specifically, using the stable signal of the optical fiber Raman scattering Stokes light demodulation signal at the current moment, divided by the stable signal of the fiber Raman scattering anti-Stokes light demodulation signal at the current moment, two kinds of optical fiber pulling The ratio of the Mann scattered signal to the stable signal.

S104:结合上一时刻的比值稳定数据,对当前时刻的比值进行加权平均运算,得到目标光纤测量点的当前时刻的比值稳定数据。S104: Combining the ratio stability data at the previous moment, perform a weighted average operation on the ratio at the current moment to obtain the ratio stability data at the current moment of the target optical fiber measurement point.

在计算出当前时刻的两种光纤拉曼散射信号的稳定信号的比值后,进一步结合上一时刻的比值稳定数据,对当前时刻的比值进行加权平均运算,得到目标光纤测量点的当前时刻的比值稳定数据。加权平均运算中的权重因子可以根据上一时刻和当前时刻的比值数值的均值与历史数据的历史贴近度进行确定和调整,历史贴近度越高,权重越大,历史贴近度越低,权重越小。After calculating the ratio of the stable signals of the two optical fiber Raman scattering signals at the current moment, further combining the ratio stability data at the previous moment, the weighted average operation is performed on the ratio at the current moment to obtain the ratio at the current moment of the target optical fiber measurement point stable data. The weight factor in the weighted average operation can be determined and adjusted according to the historical closeness between the average value of the ratio value at the previous moment and the current moment and the historical data. The higher the historical closeness, the greater the weight, and the lower the historical closeness, the higher the weight. Small.

S105:根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据。S105: Obtain the temperature data of the target monitoring point according to the ratio stabilization data at the current moment of the target optical fiber measurement point and the preset database.

上述预设数据库中包括温度-比值关系,以及其它一些预设参数,比如灵敏度参数、校准数据等。根据目标光纤测量点的当前时刻的比值稳定数据,从预设数据库中的温度-比值关系中检索,就可以找到该比值稳定数据所对应的温度值,进一步根据预设数据库中的其它预设参数,对温度值进行调整校准,得到最终的目标监测点的温度数据。The aforementioned preset database includes the temperature-ratio relationship, and other preset parameters, such as sensitivity parameters, calibration data, and the like. According to the ratio stability data at the current moment of the target optical fiber measurement point, the temperature value corresponding to the ratio stability data can be found from the temperature-ratio relationship in the preset database, and further according to other preset parameters in the preset database , adjust and calibrate the temperature value to obtain the final temperature data of the target monitoring point.

作为一种优选实施方式,在步骤S102:结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号之前,还包括以下步骤,参见图2所示:As a preferred embodiment, in step S102: combining the stable signals of the two kinds of optical fiber Raman scattering signals at the previous moment, performing a weighted average operation on the two kinds of optical fiber Raman scattering signals at the current moment to obtain the current value of the target optical fiber measurement point Before the stable signal of the two kinds of optical fiber Raman scattering signals, the following steps are also included, as shown in Figure 2:

S201:对当前时刻的两种光纤拉曼散射信号分别进行滤波处理,得到滤波后的两种光纤拉曼散射信号。S201: Perform filtering processing on the two kinds of optical fiber Raman scattering signals at the current moment, respectively, to obtain two filtered optical fiber Raman scattering signals.

S202:对滤波后的两种光纤拉曼散射信号进行滑动平均处理,得到两种平均信号。S202: Perform sliding average processing on the filtered two kinds of optical fiber Raman scattering signals to obtain two kinds of averaged signals.

上述两种平均信号分别为:光纤拉曼散射斯托克斯光解调平均信号、光纤拉曼散射反斯托克斯光解调平均信号。处理器在获取到温度传感装置所采集的光纤拉曼散射斯托克丝光解调信号约光纤拉曼散射反斯托克斯光解调信号,两部分信号后。对该两部分信号分别使用滤波与滑动平均算法,得到两个较为稳定的平均信号,可以进一步减少因环境噪声因素而引起的异常,提高温度测量的准确性和稳定性。The above two average signals are respectively: the average signal of optical fiber Raman scattering Stokes light demodulation and the average signal of optical fiber Raman scattering anti-Stokes light demodulation. After the processor obtains the fiber Raman scattering Stokes mercerized demodulation signal and the fiber Raman scattering anti-Stokes light demodulation signal collected by the temperature sensing device, there are two parts of the signal. The filtering and moving average algorithms are used for the two parts of the signal to obtain two relatively stable average signals, which can further reduce the abnormality caused by environmental noise factors and improve the accuracy and stability of temperature measurement.

进一步,上述步骤S103:结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号,具体包括以下过程:Further, the above step S103: combining the stable signals of the two kinds of optical fiber Raman scattering signals at the previous moment, performing a weighted average operation on the two kinds of optical fiber Raman scattering signals at the current moment, to obtain the two kinds of optical fiber at the current moment of the target optical fiber measurement point The stable signal of the Raman scattering signal, specifically includes the following process:

对上一时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号、及光纤拉曼散射斯托克斯光解调平均信号进行加权平均运算,得到当前时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号。The weighted average operation is performed on the stable signal of the fiber Raman scattering Stokes light demodulation signal at the previous moment and the fiber Raman scattering Stokes light demodulation average signal to obtain the fiber Raman scattering Stokes light demodulation signal at the current moment The stable signal of the X-ray demodulation signal.

对上一时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号、及光纤拉曼散射反斯托克斯光解调平均信号进行加权平均运算,得到当前时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号。The weighted average operation is performed on the stable signal of the fiber Raman scattering anti-Stokes optical demodulation signal at the previous moment and the average signal of the fiber Raman scattering anti-Stokes optical demodulation signal to obtain the fiber Raman scattering at the current moment Stabilized signal for anti-Stokes optically demodulated signal.

在步骤S101:获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号之前,还包括以下步骤,参见图3所示:Before step S101: before obtaining two kinds of optical fiber Raman scattering signals of the target optical fiber measurement point collected by the temperature sensing device at the current moment, the following steps are also included, as shown in Figure 3:

S301:根据工程现场光纤长度数据,确定目标监测点的目标光纤测量点的数量。S301: Determine the number of target optical fiber measurement points at the target monitoring point according to the optical fiber length data at the project site.

具体的,目标监测点所对应的目标光纤测量点的数量可以根据工程现场光纤长度数据进行确定,比如,在一个目标监测点重复使用较长的光纤,如在该目标监测点周围盘了一1m的光纤,为了提高温度测量精度,每陋0.1m光纤设定一个目标光纤测量点,对于1m的光纤来说,就会有10个目标光纤测量点。然后对每个目标光纤测量点通过上述步骤S101-S104,得到每个目标光纤测量点对应的比值稳定数据。Concretely, the quantity of the target optical fiber measuring point corresponding to the target monitoring point can be determined according to the length data of the optical fiber at the project site. In order to improve the temperature measurement accuracy, a target fiber measurement point is set for every 0.1m fiber, for 1m fiber, there will be 10 target fiber measurement points. Then, through the above-mentioned steps S101-S104 for each target optical fiber measurement point, the ratio stability data corresponding to each target optical fiber measurement point is obtained.

这种情况下,上述步骤S105:根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据,具体包括以下步骤,参见图4所示:In this case, the above step S105: obtain the temperature data of the target monitoring point according to the ratio stabilization data at the current moment of the target optical fiber measurement point and the preset database, specifically including the following steps, as shown in Figure 4:

S401:将多个目标光纤测量点的当前时刻的比值稳定数据进行均值计算,得到目标监测点的当前时刻的比值稳定数据。S401: Calculate the average value of the ratio stability data at the current moment of multiple target optical fiber measurement points to obtain the ratio stability data at the current moment of the target monitoring point.

在得到每个目标光纤测量点对应的比值稳定数据后,将多个比值稳定数据进行均值计算,从而得到目标监测点的当前时刻的比值稳定数据。然后执行下述步骤S402和S403。After the ratio stabilization data corresponding to each target optical fiber measurement point is obtained, the average value calculation is performed on a plurality of ratio stabilization data, so as to obtain the ratio stabilization data at the current moment of the target monitoring point. Then execute the following steps S402 and S403.

S402:以目标监测点的当前时刻的比值稳定数据为关键词,从预设数据库中的温度-比值关系信息中进行检索,得到与目标监测点的当前时刻的比值稳定数据相匹配的温度值。S402: Using the ratio stability data at the current moment of the target monitoring point as a keyword, search from the temperature-ratio relationship information in the preset database to obtain a temperature value that matches the ratio stability data at the current moment of the target monitoring point.

S403:根据预设数据库中的预设参数对温度值进行修正,得到目标监测点的温度数据。S403: Correct the temperature value according to the preset parameters in the preset database to obtain the temperature data of the target monitoring point.

根据标监测点的当前时刻的比值稳定数据,从预设数据库中检索匹配得到温度值后,再通过数据库中的预设参数进行温度调整修正后,得到最终的目标监测点的温度数据。这个过程可以结合现场实际光纤长度数据,对同一现场监测点的多个目标光纤测量点进行多次数据采集和加权平均处理,能够得到更准确的温度数据。According to the ratio stability data at the current moment of the target monitoring point, after retrieving and matching the temperature value from the preset database, and then adjusting and correcting the temperature through the preset parameters in the database, the final temperature data of the target monitoring point is obtained. This process can be combined with the actual optical fiber length data on site to perform multiple data collection and weighted average processing on multiple target optical fiber measurement points at the same on-site monitoring point, and more accurate temperature data can be obtained.

在步骤S105:根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据之后,还包括以下步骤,参见图5所示:In step S105: after obtaining the temperature data of the target monitoring point according to the ratio stabilization data at the current moment of the target optical fiber measurement point and the preset database, the following steps are also included, as shown in Figure 5:

S501:将温度数据发送至显示终端,以使显示终端对温度数据进行显示。S501: Send the temperature data to the display terminal, so that the display terminal can display the temperature data.

上述显示终端包括多种不同类型的显示装置,比如:台式电脑、智能手机、iPad等。通过显示终端上的客户端页面将目标监测点的温度数据进行显示,方便用户进行参考及判断,以进行后续操作等。The above-mentioned display terminals include various types of display devices, such as desktop computers, smart phones, iPads, and the like. The temperature data of the target monitoring point is displayed through the client page on the display terminal, which is convenient for users to refer to and judge for subsequent operations.

本发明实施例所提供的基于光纤拉曼散射信号的温度解调方法,分别对光纤拉曼散射斯托克丝光解调信号、光纤拉曼散射反斯托克斯光解调信号、及二者稳定信号的比值数据三种数据分别进行与上一时刻的数据的加权平均处理,使突变的信号更加平滑,有效减少了因环境噪声因素引起的异常信号,对温度的测量更加稳定、准确。另外,可以结合现场实际光纤长度数据,确定同一现场监测点的目标光纤测量点的数量,对同一现场监测点的多个目标光纤测量点进行多次数据采集和加权平均处理,增加系统健壮性,提高传感精度,得到更准确的温度数据。The temperature demodulation method based on the optical fiber Raman scattering signal provided by the embodiment of the present invention separately performs the optical fiber Raman scattering Stokes mercerization demodulation signal, the optical fiber Raman scattering anti-Stokes light demodulation signal, and both The three kinds of data of the ratio data of the stable signal are respectively weighted and averaged with the data at the previous moment to make the sudden signal smoother, effectively reduce the abnormal signal caused by environmental noise factors, and make the temperature measurement more stable and accurate. In addition, the number of target fiber measurement points at the same site monitoring point can be determined in combination with the actual fiber length data on site, and multiple data collection and weighted average processing can be performed on multiple target fiber measurement points at the same site monitoring point to increase system robustness. Improve sensing accuracy and get more accurate temperature data.

实施例二:Embodiment two:

本发明实施例还提供一种基于光纤拉曼散射信号的温度解调装置,参见图6所示,该装置包括:信号获取模块21、第一计算模块22、第二计算模块23、第三计算模块24、温度确定模块25。The embodiment of the present invention also provides a temperature demodulation device based on optical fiber Raman scattering signal, as shown in Figure 6, the device includes: a signal acquisition module 21, a first calculation module 22, a second calculation module 23, a third Module 24, temperature determination module 25.

其中,信号获取模块21,用于获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号;两种光纤拉曼散射信号分别为:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号;第一计算模块22,用于结合上一时刻的两种光纤拉曼散射信号的稳定信号,对当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号;第二计算模块23,用于计算当前时刻的两种光纤拉曼散射信号的稳定信号的比值;第三计算模块24,用于结合上一时刻的比值稳定数据,对当前时刻的比值进行加权平均运算,得到目标光纤测量点的当前时刻的比值稳定数据;温度确定模块25,用于根据目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到目标监测点的温度数据。Wherein, the signal acquisition module 21 is used to obtain two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device; the two kinds of optical fiber Raman scattering signals are respectively: optical fiber Raman Scattering Stokes light demodulation signal, optical fiber Raman scattering anti-Stokes light demodulation signal; the first calculation module 22 is used to combine the stable signals of the two kinds of fiber Raman scattering signals at the previous moment, and the current The two kinds of optical fiber Raman scattering signals at the time are weighted and averaged to obtain the stable signals of the two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point; the second calculation module 23 is used to calculate the two kinds of optical fiber Raman scattering signals at the current moment. The ratio of the stable signal of the Mann scattering signal; the third calculation module 24, used to combine the ratio stable data of the previous moment, carry out a weighted average operation to the ratio of the current moment, and obtain the ratio stable data of the current moment of the target optical fiber measurement point; temperature The determination module 25 is used to obtain the temperature data of the target monitoring point according to the ratio stability data at the current moment of the target optical fiber measurement point and the preset database.

本发明实施例所提供的基于光纤拉曼散射信号的温度解调装置中,各个模块与前述基于光纤拉曼散射信号的温度解调方法具有相同的技术特征,因此,同样可以实现上述功能。本装置中各个模块的具体工作过程参见上述方法实施例,在此不再赘述。In the temperature demodulation device based on optical fiber Raman scattering signal provided by the embodiment of the present invention, each module has the same technical characteristics as the above-mentioned temperature demodulation method based on optical fiber Raman scattering signal, so the above functions can also be realized. For the specific working process of each module in the device, refer to the above-mentioned method embodiments, and details are not repeated here.

实施例三:Embodiment three:

本发明实施例还提供一种基于光纤拉曼散射信号的温度解调系统,参见图7所示,该系统包括:处理器32、温度传感装置31及显示终端33;处理器32上安装有如实施例二所述的基于光纤拉曼散射信号的温度解调装置321;处理器32分别与温度传感装置31及显示终端33通信连接。The embodiment of the present invention also provides a temperature demodulation system based on optical fiber Raman scattering signal, as shown in FIG. 7, the system includes: a processor 32, a temperature sensing device 31 and a display terminal 33; The temperature demodulation device 321 based on the optical fiber Raman scattering signal described in the second embodiment; the processor 32 are connected in communication with the temperature sensing device 31 and the display terminal 33 respectively.

本发明实施例所提供的基于光纤拉曼散射信号的温度解调系统中,包括与前述基于光纤拉曼散射信号的温度解调装置具有相同的技术特征,因此,同样可以实现上述功能。本系统中各个模块的具体工作过程参见上述方法实施例,在此不再赘述。The temperature demodulation system based on optical fiber Raman scattering signals provided by the embodiments of the present invention has the same technical features as the above-mentioned temperature demodulation device based on optical fiber Raman scattering signals, so the above functions can also be realized. For the specific working process of each module in the system, please refer to the above-mentioned method embodiments, and details will not be repeated here.

本发明实施例所提供的基于光纤拉曼散射信号的温度解调方法的计算机程序产品,包括存储了处理器可执行的非易失的程序代码的计算机可读存储介质,所述程序代码包括的指令可用于执行前面方法实施例中所述的方法,具体实现可参见方法实施例,在此不再赘述。The computer program product of the temperature demodulation method based on the optical fiber Raman scattering signal provided by the embodiment of the present invention includes a computer-readable storage medium storing non-volatile program code executable by the processor, and the program code includes The instructions can be used to execute the methods described in the foregoing method embodiments. For specific implementation, please refer to the method embodiments, which will not be repeated here.

所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的装置及电子设备的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that for the convenience and brevity of the description, the specific working process of the above-described device and electronic equipment can refer to the corresponding process in the foregoing method embodiment, which will not be repeated here.

附图中的流程图和框图显示了根据本发明的多个实施例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,所述模块、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,两个连续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,框图和/或流程图中的每个方框、以及框图和/或流程图中的方框的组合,可以用执行规定的功能或动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。The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of methods and computer program products according to various embodiments of the present invention. In this regard, each block in a flowchart or block diagram may represent a module, program segment, or part of code that includes one or more Executable instructions. It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks in succession may, in fact, be executed substantially concurrently, or they may sometimes be executed in the reverse order, depending upon the functionality involved. It should also be noted that each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart illustrations, can be implemented by a dedicated hardware-based system that performs the specified function or action , or may be implemented by a combination of dedicated hardware and computer instructions.

在本发明的描述中,需要说明的是,术语“中心”、“上”、“下”、“左”、“右”、“竖直”、“水平”、“内”、“外”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本发明的限制。此外,术语“第一”、“第二”、“第三”仅用于描述目的,而不能理解为指示或暗示相对重要性。In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer" etc. The indicated orientation or positional relationship is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the referred device or element must have a specific orientation, or in a specific orientation. construction and operation, therefore, should not be construed as limiting the invention. In addition, the terms "first", "second", and "third" are used for descriptive purposes only, and should not be construed as indicating or implying relative importance.

在本申请所提供的几个实施例中,应该理解到,所揭露的系统、装置和方法,可以通过其它的方式实现。以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,又例如,多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些通信接口,装置或单元的间接耦合或通信连接,可以是电性,机械或其它的形式。In the several embodiments provided in this application, it should be understood that the disclosed systems, devices and methods may be implemented in other ways. The device embodiments described above are only illustrative. For example, the division of the units is only a logical function division. In actual implementation, there may be other division methods. For example, multiple units or components can be combined or May be integrated into another system, or some features may be ignored, or not implemented. In another point, the mutual coupling or direct coupling or communication connection shown or discussed may be through some communication interfaces, and the indirect coupling or communication connection of devices or units may be in electrical, mechanical or other forms.

所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or may be distributed to multiple network units. Part or all of the units can be selected according to actual needs to achieve the purpose of the solution of this embodiment.

另外,在本发明各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit.

所述功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个处理器可执行的非易失的计算机可读取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。If the functions are realized in the form of software function units and sold or used as independent products, they can be stored in a non-volatile computer-readable storage medium executable by a processor. Based on this understanding, the essence of the technical solution of the present invention or the part that contributes to the prior art or the part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including Several instructions are used to make a computer device (which may be a personal computer, a server, or a network device, etc.) execute all or part of the steps of the methods described in various embodiments of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk and other media that can store program codes. .

最后应说明的是:以上所述实施例,仅为本发明的具体实施方式,用以说明本发明的技术方案,而非对其限制,本发明的保护范围并不局限于此,尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,其依然可以对前述实施例所记载的技术方案进行修改或可轻易想到变化,或者对其中部分技术特征进行等同替换;而这些修改、变化或者替换,并不使相应技术方案的本质脱离本发明实施例技术方案的精神和范围,都应涵盖在本发明的保护范围之内。因此,本发明的保护范围应所述以权利要求的保护范围为准。Finally, it should be noted that: the above-described embodiments are only specific implementations of the present invention, used to illustrate the technical solutions of the present invention, rather than limiting them, and the scope of protection of the present invention is not limited thereto, although referring to the foregoing The embodiment has described the present invention in detail, and those skilled in the art should understand that any person familiar with the technical field can still modify the technical solutions described in the foregoing embodiments within the technical scope disclosed in the present invention Changes can be easily thought of, or equivalent replacements are made to some of the technical features; and these modifications, changes or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention, and should be included in the scope of the present invention within the scope of protection. Therefore, the protection scope of the present invention should be based on the protection scope of the claims.

Claims (10)

1.一种基于光纤拉曼散射信号的温度解调方法,其特征在于,包括:1. A temperature demodulation method based on optical fiber Raman scattering signal, it is characterized in that, comprising: 获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号;所述两种光纤拉曼散射信号分别为:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号;Obtain two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device; the two kinds of optical fiber Raman scattering signals are respectively: optical fiber Raman scattering Stokes photolysis modulation signal, optical fiber Raman scattering anti-Stokes optical demodulation signal; 结合上一时刻的两种光纤拉曼散射信号的稳定信号,对所述当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到所述目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号;Combining the stable signals of the two kinds of fiber Raman scattering signals at the previous moment, performing a weighted average operation on the two kinds of fiber Raman scattering signals at the current moment to obtain the two kinds of fiber Raman at the current moment of the target fiber measurement point Stabilized signal of scattered signal; 计算所述当前时刻的两种光纤拉曼散射信号的稳定信号的比值;Calculate the ratio of the stable signals of the two kinds of optical fiber Raman scattering signals at the current moment; 结合上一时刻的比值稳定数据,对所述当前时刻的比值进行加权平均运算,得到所述目标光纤测量点的当前时刻的比值稳定数据;Combining the ratio stability data at the previous moment, performing a weighted average operation on the ratio at the current moment to obtain the ratio stability data at the current moment of the target optical fiber measurement point; 根据所述目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到所述目标监测点的温度数据。The temperature data of the target monitoring point is obtained according to the ratio stability data at the current moment of the target optical fiber measurement point and the preset database. 2.根据权利要求1所述的方法,其特征在于,在结合上一时刻的两种光纤拉曼散射信号的稳定信号,对所述当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到所述目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号之前,还包括:2. method according to claim 1, is characterized in that, in conjunction with the stable signal of two kinds of optical fiber Raman scattering signals of last moment, two kinds of optical fiber Raman scattering signals of described current moment are carried out weighted average operation, Before obtaining the stable signals of the two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point, it also includes: 对所述当前时刻的两种光纤拉曼散射信号分别进行滤波处理,得到滤波后的两种光纤拉曼散射信号;Performing filtering processing on the two kinds of optical fiber Raman scattering signals at the current moment, respectively, to obtain filtered two kinds of optical fiber Raman scattering signals; 对所述滤波后的两种光纤拉曼散射信号进行滑动平均处理,得到两种平均信号;所述两种平均信号分别为:光纤拉曼散射斯托克斯光解调平均信号、光纤拉曼散射反斯托克斯光解调平均信号。Carry out sliding average processing on the two kinds of optical fiber Raman scattering signals after the filtering, and obtain two kinds of average signals; The two kinds of average signals are respectively: optical fiber Raman scattering Stokes light demodulation average Scattered anti-Stokes light demodulates the averaged signal. 3.根据权利要求2所述的方法,其特征在于,所述结合上一时刻的两种光纤拉曼散射信号的稳定信号,对所述当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到所述目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号,具体包括:3. method according to claim 2, is characterized in that, described in conjunction with the stable signal of two kinds of optical fiber Raman scattering signals of last moment, carries out weighted average operation to two kinds of optical fiber Raman scattering signals of described current moment , to obtain the stable signals of the two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point, specifically including: 对上一时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号、及所述光纤拉曼散射斯托克斯光解调平均信号进行加权平均运算,得到当前时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号;Perform a weighted average operation on the stable signal of the optical fiber Raman scattering Stokes light demodulation signal at the previous moment and the average signal of the optical fiber Raman scattering Stokes light demodulation signal to obtain the fiber Raman scattering at the current moment Stabilized signal for Stokes optical demodulation signal; 对上一时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号、及所述光纤拉曼散射反斯托克斯光解调平均信号进行加权平均运算,得到当前时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号。Perform a weighted average operation on the stable signal of the fiber Raman scattering anti-Stokes light demodulation signal at the previous moment and the average signal of the fiber Raman scattering anti-Stokes light demodulation signal to obtain the fiber Raman scattering anti-Stokes light demodulation signal at the current moment Mann scattering stabilizes the signal for anti-Stokes optical demodulation. 4.根据权利要求3所述的方法,其特征在于,所述计算所述当前时刻的两种光纤拉曼散射信号的稳定信号的比值,具体包括:4. method according to claim 3, is characterized in that, the ratio of the stable signal of described two kinds of optical fiber Raman scattering signals of described calculation at present time, specifically comprises: 利用所述当前时刻的光纤拉曼散射斯托克斯光解调信号的稳定信号,除以所述当前时刻的光纤拉曼散射反斯托克斯光解调信号的稳定信号,得到所述两种光纤拉曼散射信号的稳定信号的比值。Using the stable signal of the optical fiber Raman scattering Stokes light demodulation signal at the current moment, divided by the stable signal of the optical fiber Raman scattering anti-Stokes light demodulation signal at the current moment, to obtain the two The ratio of the stable signal of a fiber Raman scattering signal. 5.根据权利要求1所述的方法,其特征在于,在所述获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号之前,还包括:5. method according to claim 1, is characterized in that, before the two kinds of optical fiber Raman scattering signals of the current moment of the target optical fiber measurement point of the target monitoring point that described acquisition temperature sensing device gathers, also comprise: 根据工程现场光纤长度数据,确定目标监测点的目标光纤测量点的数量。According to the length data of the optical fiber at the project site, the quantity of the target optical fiber measurement points of the target monitoring point is determined. 6.根据权利要求1所述的方法,其特征在于,当所述目标光纤测量点的数量为多个时,所述根据所述目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到所述目标监测点的温度数据,具体包括:6. The method according to claim 1, wherein when the number of the target optical fiber measurement points is multiple, the ratio stabilization data and the preset database according to the current moment of the target optical fiber measurement points, Obtain the temperature data of the target monitoring point, specifically including: 将多个目标光纤测量点的当前时刻的比值稳定数据进行均值计算,得到所述目标监测点的当前时刻的比值稳定数据;performing mean calculation on the ratio stabilization data at the current moment of the multiple target optical fiber measurement points to obtain the ratio stabilization data at the current moment of the target monitoring point; 以所述目标监测点的当前时刻的比值稳定数据为关键词,从所述预设数据库中的温度-比值关系信息中进行检索,得到与所述目标监测点的当前时刻的比值稳定数据相匹配的温度值;Using the ratio stability data at the current moment of the target monitoring point as a keyword, search from the temperature-ratio relationship information in the preset database, and obtain a ratio that matches the ratio stability data at the current moment of the target monitoring point temperature value; 根据所述预设数据库中的预设参数对所述温度值进行修正,得到所述目标监测点的温度数据。The temperature value is corrected according to the preset parameters in the preset database to obtain the temperature data of the target monitoring point. 7.根据权利要求1所述的方法,其特征在于,在所述根据所述目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到所述目标监测点的温度数据之后,还包括:7. The method according to claim 1, wherein, after obtaining the temperature data of the target monitoring point according to the ratio stabilization data and the preset database at the current moment of the target optical fiber measurement point, further comprising : 将所述温度数据发送至显示终端,以使所述显示终端对所述温度数据进行显示。sending the temperature data to a display terminal, so that the display terminal displays the temperature data. 8.一种基于光纤拉曼散射信号的温度解调装置,其特征在于,包括:8. A temperature demodulation device based on optical fiber Raman scattering signal, characterized in that, comprising: 信号获取模块,用于获取温度传感装置所采集的目标监测点的目标光纤测量点的当前时刻的两种光纤拉曼散射信号;所述两种光纤拉曼散射信号分别为:光纤拉曼散射斯托克斯光解调信号、光纤拉曼散射反斯托克斯光解调信号;The signal acquisition module is used to obtain two kinds of optical fiber Raman scattering signals at the current moment of the target optical fiber measurement point of the target monitoring point collected by the temperature sensing device; the two kinds of optical fiber Raman scattering signals are respectively: optical fiber Raman scattering Stokes optical demodulation signal, optical fiber Raman scattering anti-Stokes optical demodulation signal; 第一计算模块,用于结合上一时刻的两种光纤拉曼散射信号的稳定信号,对所述当前时刻的两种光纤拉曼散射信号进行加权平均运算,得到所述目标光纤测量点的当前时刻的两种光纤拉曼散射信号的稳定信号;The first calculation module is used to combine the stable signals of the two kinds of optical fiber Raman scattering signals at the previous moment, and perform a weighted average operation on the two kinds of optical fiber Raman scattering signals at the current moment to obtain the current value of the target optical fiber measurement point The stable signal of the two kinds of optical fiber Raman scattering signals at time; 第二计算模块,用于计算所述当前时刻的两种光纤拉曼散射信号的稳定信号的比值;The second calculation module is used to calculate the ratio of the stable signals of the two kinds of optical fiber Raman scattering signals at the current moment; 第三计算模块,用于结合上一时刻的比值稳定数据,对所述当前时刻的比值进行加权平均运算,得到所述目标光纤测量点的当前时刻的比值稳定数据;The third calculation module is used to perform a weighted average operation on the ratio at the current moment in combination with the ratio stability data at the previous moment to obtain the ratio stability data at the current moment of the target optical fiber measurement point; 温度确定模块,用于根据所述目标光纤测量点的当前时刻的比值稳定数据及预设数据库,得到所述目标监测点的温度数据。The temperature determination module is used to obtain the temperature data of the target monitoring point according to the ratio stability data at the current moment of the target optical fiber measurement point and the preset database. 9.一种基于光纤拉曼散射信号的温度解调系统,其特征在于,包括:处理器、温度传感装置及显示终端;9. A temperature demodulation system based on optical fiber Raman scattering signals, comprising: a processor, a temperature sensing device and a display terminal; 所述处理器上安装有如权利要求8所述的基于光纤拉曼散射信号的温度解调装置;The temperature demodulation device based on the optical fiber Raman scattering signal as claimed in claim 8 is installed on the processor; 所述处理器分别与所述温度传感装置及所述显示终端通信连接。The processor is communicatively connected with the temperature sensing device and the display terminal respectively. 10.一种具有处理器可执行的非易失的程序代码的计算机可读介质,其特征在于,所述程序代码使所述处理器执行所述权利要求1至7任一项所述的方法。10. A computer-readable medium having non-volatile program code executable by a processor, wherein the program code causes the processor to execute the method according to any one of claims 1 to 7 .
CN201810632641.7A 2018-06-19 2018-06-19 Temperature demodulation method, device and system based on fiber Raman scattering signal Active CN108693164B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810632641.7A CN108693164B (en) 2018-06-19 2018-06-19 Temperature demodulation method, device and system based on fiber Raman scattering signal

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810632641.7A CN108693164B (en) 2018-06-19 2018-06-19 Temperature demodulation method, device and system based on fiber Raman scattering signal

Publications (2)

Publication Number Publication Date
CN108693164A true CN108693164A (en) 2018-10-23
CN108693164B CN108693164B (en) 2021-04-23

Family

ID=63848865

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810632641.7A Active CN108693164B (en) 2018-06-19 2018-06-19 Temperature demodulation method, device and system based on fiber Raman scattering signal

Country Status (1)

Country Link
CN (1) CN108693164B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112629703A (en) * 2020-11-20 2021-04-09 中法渤海地质服务有限公司湛江分公司 Distributed optical fiber temperature measurement data processing and precision improving method

Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101567117A (en) * 2009-05-17 2009-10-28 金如江 Treatment method of distribution type optical fiber temperature measuring data used for fire disaster alarm
CN101936787A (en) * 2010-03-16 2011-01-05 宁波汉迪传感技术有限公司 Method for measuring reference signal in distributed optical fiber temperature sensor system
CN103606240A (en) * 2013-11-27 2014-02-26 宁波振东光电有限公司 Method for fire alarming through distributed type fiber optical temperature sensor system
CN104613321A (en) * 2015-01-30 2015-05-13 武汉工程大学 Nuclear power plant pipeline leakage detection device and method based on distributed optical fiber temperature measurement
CN104755892A (en) * 2012-10-26 2015-07-01 富士通株式会社 Temperature measuring system and abnormality detecting method
CN103115693B (en) * 2013-01-17 2015-08-19 长飞光纤光缆股份有限公司 A kind of distributed fiber Raman temp measuring system
CN105136337A (en) * 2015-05-28 2015-12-09 华中科技大学 Raman distributed temperature measurement system based on mode multiplexing and temperature measurement method
US20160238460A1 (en) * 2015-02-18 2016-08-18 Fujitsu Limited Temperature measuring system and temperature measuring method
JP2016148586A (en) * 2015-02-12 2016-08-18 富士通株式会社 Temperature measuring system, temperature measuring method and program
US20160349120A1 (en) * 2015-06-01 2016-12-01 Aiq Dienstleistungen Ug (Haftungsbeschränkt) Distributed sensing considering two relations between measurement signals
CN106353003A (en) * 2016-08-10 2017-01-25 深圳艾瑞斯通技术有限公司 Distributed optical fiber temperature measuring method and system
CN107532948A (en) * 2015-05-13 2018-01-02 富士通株式会社 Temperature measuring equipment, thermometry and Temperature Measuring Program
CN105203228B (en) * 2015-10-27 2018-02-09 成都瑞莱杰森科技有限公司 The demodulation method and device of a kind of Distributed optical fiber Raman temperature sensor

Patent Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101567117A (en) * 2009-05-17 2009-10-28 金如江 Treatment method of distribution type optical fiber temperature measuring data used for fire disaster alarm
CN101936787A (en) * 2010-03-16 2011-01-05 宁波汉迪传感技术有限公司 Method for measuring reference signal in distributed optical fiber temperature sensor system
CN104755892A (en) * 2012-10-26 2015-07-01 富士通株式会社 Temperature measuring system and abnormality detecting method
CN103115693B (en) * 2013-01-17 2015-08-19 长飞光纤光缆股份有限公司 A kind of distributed fiber Raman temp measuring system
CN103606240A (en) * 2013-11-27 2014-02-26 宁波振东光电有限公司 Method for fire alarming through distributed type fiber optical temperature sensor system
CN104613321A (en) * 2015-01-30 2015-05-13 武汉工程大学 Nuclear power plant pipeline leakage detection device and method based on distributed optical fiber temperature measurement
JP2016148586A (en) * 2015-02-12 2016-08-18 富士通株式会社 Temperature measuring system, temperature measuring method and program
US20160238460A1 (en) * 2015-02-18 2016-08-18 Fujitsu Limited Temperature measuring system and temperature measuring method
CN107532948A (en) * 2015-05-13 2018-01-02 富士通株式会社 Temperature measuring equipment, thermometry and Temperature Measuring Program
CN105136337A (en) * 2015-05-28 2015-12-09 华中科技大学 Raman distributed temperature measurement system based on mode multiplexing and temperature measurement method
US20160349120A1 (en) * 2015-06-01 2016-12-01 Aiq Dienstleistungen Ug (Haftungsbeschränkt) Distributed sensing considering two relations between measurement signals
CN105203228B (en) * 2015-10-27 2018-02-09 成都瑞莱杰森科技有限公司 The demodulation method and device of a kind of Distributed optical fiber Raman temperature sensor
CN106353003A (en) * 2016-08-10 2017-01-25 深圳艾瑞斯通技术有限公司 Distributed optical fiber temperature measuring method and system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112629703A (en) * 2020-11-20 2021-04-09 中法渤海地质服务有限公司湛江分公司 Distributed optical fiber temperature measurement data processing and precision improving method
CN112629703B (en) * 2020-11-20 2023-08-11 中海石油(中国)有限公司湛江分公司 Method for processing distributed optical fiber temperature measurement data and improving precision

Also Published As

Publication number Publication date
CN108693164B (en) 2021-04-23

Similar Documents

Publication Publication Date Title
US10101841B2 (en) Electronic device diagnostics using force sensing assemblies
CN112906750B (en) Hyperspectral image-based material analysis method and system
CN108952673B (en) Method and device for checking working condition of oil pumping well
CN110619807B (en) Method and device for generating global thermodynamic diagram
CN104146690B (en) A kind of temperature probe contacts good detection method, Apparatus and system with life entity
CN113984338B (en) Temperature control laser mode-jump detection method, device and storage medium
CN113781481A (en) Method, device and electronic device for non-contact measurement of shape and size of objects
CN110751141A (en) Meter reading identification method and device, terminal equipment and storage medium
CN105488331B (en) Data processing method and device
CN110609864B (en) Chemical supply chain-oriented data visualization management method and device
CN104567652A (en) Method and device for obtaining rotation angle of camera
CN108693164A (en) Temperature demodulation method, apparatus and system based on fiber raman scattering signal
CN119000420B (en) Pointer type density relay calibration method and system
CN118300280B (en) Magnetic levitation type safety electric device and state detection method
CN107947875A (en) A kind of detection method and device for the electromagnetic radiation that base station is sent
CN111914744B (en) Temperature measurement method and system for portable temperature inspection
CN108896070B (en) Method and device for detecting sensor error in mobile equipment and terminal
CN117057681B (en) Software quality assessment method, device, equipment and storage medium
CN108268646A (en) A kind of method that quality examination is carried out to encryption automatic weather station observed temperature numerical value
CN112037280A (en) Object distance measuring method and device
Das et al. IoT-Based Weather Monitoring System
CN113808134B (en) Oil tank layout information generation method, oil tank layout information generation device, electronic apparatus, and medium
CN118498973A (en) Optimization method and device for DTS data
KR20190096519A (en) Software that allows you to measure skin conditions with all devices with more than 500-megapixel cameras without the need for a skin gauge
CN114204680A (en) Multi-type automatic detection equipment fusion remote diagnosis system and method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
PE01 Entry into force of the registration of the contract for pledge of patent right
PE01 Entry into force of the registration of the contract for pledge of patent right

Denomination of invention: Temperature demodulation method, device and system based on fiber Raman scattering signal

Granted publication date: 20210423

Pledgee: Shanghai Rural Commercial Bank Co.,Ltd. Yangpu Sub branch

Pledgor: SHANGHAI DAQI INTELLIGENT TECHNOLOGY CO.,LTD.

Registration number: Y2024310001212