CN116026419A - Buried pipeline deflection and stress direction prediction method based on distributed optical fibers - Google Patents

Buried pipeline deflection and stress direction prediction method based on distributed optical fibers Download PDF

Info

Publication number
CN116026419A
CN116026419A CN202310316098.0A CN202310316098A CN116026419A CN 116026419 A CN116026419 A CN 116026419A CN 202310316098 A CN202310316098 A CN 202310316098A CN 116026419 A CN116026419 A CN 116026419A
Authority
CN
China
Prior art keywords
pipeline
distributed
optical fiber
strain
deflection
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.)
Pending
Application number
CN202310316098.0A
Other languages
Chinese (zh)
Inventor
王相超
樊现超
白蓉蓉
陈炫伊
孙玮晨
费孝诚
许庆江
李吉辉
何苏建
孙家兴
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.)
China Construction Industrial and Energy Engineering Group Co Ltd
Original Assignee
China Construction Industrial and Energy Engineering Group 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 China Construction Industrial and Energy Engineering Group Co Ltd filed Critical China Construction Industrial and Energy Engineering Group Co Ltd
Priority to CN202310316098.0A priority Critical patent/CN116026419A/en
Publication of CN116026419A publication Critical patent/CN116026419A/en
Pending legal-status Critical Current

Links

Images

Landscapes

  • Length Measuring Devices By Optical Means (AREA)

Abstract

The invention provides a deflection and stress direction prediction method of a buried pipeline based on distributed optical fibers, and belongs to the technical field of deflection and stress direction prediction of long-distance buried oil and gas pipelines. According to the invention, distributed strain sensing optical fibers and temperature sensing optical fibers are axially distributed on the surface of a pipeline, and are connected with a distributed optical fiber demodulation instrument in sequence through a wireless network and are connected with a server, a cloud end and a PC end for data analysis. According to the method, the temperature influence of the strain optical fiber is considered, the temperature compensation is carried out on corresponding data, the follow-up prediction result is more accurate and reliable, then the bending strain values of the vertical direction and the transverse direction of the pipeline are calculated based on the strain data after the temperature compensation, and finally the deflection of the pipeline, the external force and the included angle between the vertical direction of the pipeline are calculated. The invention is realized based on the distributed optical fiber sensing technology, has lower layout difficulty and convenient and quick construction, can comprehensively grasp the strain and deformation state of the pipeline under the ground, and provides scientific basis for the safety early warning of the pipeline in high-risk areas.

Description

Buried pipeline deflection and stress direction prediction method based on distributed optical fibers
Technical Field
The invention belongs to the technical field of deflection and stress direction prediction of long-distance buried oil and gas pipelines, and particularly relates to a deflection and stress direction prediction method of a buried pipeline based on distributed optical fibers.
Background
The safe and stable supply of energy is the first requirement of the development of the oil and gas industry in China. In recent years, with the increase of oil gas consumption and import in China, the scale of oil gas pipe networks is continuously enlarged. The long-distance buried pipeline passes through various complex geological units, and geological disasters such as landslide, debris flow and the like frequently occur under severe natural conditions; and engineering activities such as foundation pit excavation, drilling construction, pumping and draining groundwater and the like form serious threats to long-term stable operation of pipelines. Therefore, the safe state of the long-distance pipeline under the action of geological disasters is monitored in real time by adopting a reliable and efficient technical means, the deformation scale and the deformation direction of the long-distance pipeline are predicted in a data analysis and calculation mode, theoretical guidance can be provided for pipeline deformation damage risk evaluation and safety forecasting and early warning, and the method has a very strong technical value in the technical field of long-distance buried oil and gas pipeline engineering safety.
The current pipeline monitoring technology mainly comprises a closed circuit television image monitoring technology, an ultrasonic technology, a magnetic leakage detection technology, a resistance type sensing technology, a vibrating wire type sensing technology and the like. The closed-circuit television image monitoring technology has the advantages that real-time, first-hand and visual image information acquired by a mobile camera is provided, visual judgment is facilitated for technicians, the application of the technology is limited by picture quality, the accuracy of defect identification can be affected due to lack of experience and insufficient attention of the technicians, and the technology needs in-pipe oil gas outage to ensure movement of a robot crawler. The types of defects detected by ultrasonic technology include internal and external metal loss, cracks, wall thickness variation and the like, but the defects require liquid coupling, so the defects are not suitable for natural gas pipelines, and the external environmental noise has a large influence on the measured quality. The magnetic leakage detection technology has the advantages of higher detection speed, low cost and convenient operation, however, excessive use of the magnetic leakage method can lead to permanent magnetization of the steel pipe, thereby restricting the flow of internal fluid and bringing about the problems of incapability of welding and the like. Therefore, closed-circuit television image monitoring technology, ultrasonic technology and magnetic flux leakage detection technology can detect pipeline defects as pipeline quality detection technology, but still have some problems, and also lack effective means for acquiring pipeline strain parameters and describing pipeline deformation characteristics.
The resistance type and vibrating string type sensing technology is a mature structure strain and deformation monitoring technology, is widely applied to large-scale structural engineering such as various bridges and dams, can obtain strain change states on sensing points by applying the two technologies, but has two main limitations when applied to buried long oil and gas pipeline engineering: leak detection and electrostatic sparks are liable to occur. Moreover, the resistance strain gauge and the vibrating wire sensor are both monitored at a single point, linear coverage of a long distance and a large range cannot be realized, and undetected parts between measuring points are difficult to predict if abnormality occurs. In addition, the two technologies adopt a power supply and a magnetic source, static electricity is accumulated when the technology is distributed on petrochemical storage and transportation facilities, the risk of generating electric sparks exists, and the technology belongs to a dangerous source in safety management.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides a buried pipeline deflection and stress direction prediction method based on distributed optical fibers, which solves the problems of missed detection, easiness in generating electrostatic spark, incapability of realizing long-distance large-range linear coverage and the like in the traditional pipeline monitoring.
The present invention achieves the above technical object by the following means.
A buried pipeline deflection and stress direction prediction method based on distributed optical fibers comprises the following steps:
step 1: distributing distributed strain sensing optical fibers and distributed temperature sensing optical fibers on the surface of the pipeline along the axial direction;
step 2: the method comprises the steps that a distributed strain sensing optical fiber and a distributed temperature sensing optical fiber are respectively connected with a corresponding distributed optical fiber demodulation instrument, the distributed optical fiber demodulation instrument is connected with a server through a wireless network, the server is connected to a cloud end, and the cloud end is connected with a PC end;
step 4: the server receives strain data and temperature data detected by the distributed strain sensing optical fiber and the distributed temperature sensing optical fiber, simplifies the pipeline into a simply supported beam model, takes one end of the pipeline as an origin, and takes the pipeline along the axial direction
Figure SMS_1
In the axial direction, carrying out temperature compensation on the corresponding data, respectively calculating the vertical and transverse bending strain values of the pipeline based on the strain data after the temperature compensation, and calculating to obtain the deflection of the pipeline, the included angle between the external force and the vertical direction of the pipeline based on the vertical and transverse bending strain values;
step 5: the server stores the calculation result in the cloud end, forms a corresponding graph based on the calculation result, and displays the graph on the PC end for relevant personnel to check and analyze.
Further, four distributed strain sensing optical fibers and one distributed temperature sensing optical fiber are distributed on the surface of the pipeline, the four distributed strain sensing optical fibers are respectively located on the upper surface, the lower surface and the front side and the rear side of the pipeline, and connecting lines among the distributed strain sensing optical fibers with opposite positions are in a cross shape.
Further, in the step 4, temperature compensation is performed using the following formula corresponding to the variable data:
Figure SMS_2
Figure SMS_3
Figure SMS_4
Figure SMS_5
in the method, in the process of the invention,
Figure SMS_7
、/>
Figure SMS_11
、/>
Figure SMS_13
、/>
Figure SMS_8
respectively representing strain data acquired by the distributed strain sensing optical fibers at the lower surface, the upper surface, the front side and the rear side of the pipeline; />
Figure SMS_10
Representing strain data acquired by the distributed temperature sensing optical fiber; />
Figure SMS_12
、/>
Figure SMS_14
、/>
Figure SMS_6
、/>
Figure SMS_9
Respectively representing strain data corresponding to the temperature compensated lower surface, the upper surface, the front side and the rear side of the pipeline distributed strain sensing optical fiber.
Further, in the step 4, based on the strain data after temperature compensation, bending strain values in the vertical direction and the transverse direction of the pipeline are calculated respectively by using the following methods
Figure SMS_15
And->
Figure SMS_16
Figure SMS_17
Figure SMS_18
In the method, in the process of the invention,
Figure SMS_19
、/>
Figure SMS_20
、/>
Figure SMS_21
、/>
Figure SMS_22
respectively representing strain data corresponding to the temperature compensated lower surface, the upper surface, the front side and the rear side of the pipeline distributed strain sensing optical fiber.
Further, in the step 4, the pipeline deflection calculation process is as follows:
substituting the vertical and transverse bending strain values of the pipeline into the following formula to obtain the transverse deflection of the pipeline
Figure SMS_23
And vertical deflection->
Figure SMS_24
:/>
Figure SMS_25
The pipe is deflected
Figure SMS_26
The method comprises the following steps: />
Figure SMS_27
In the method, in the process of the invention,
Figure SMS_28
is a deflection distribution function along the axial direction of the pipeline; />
Figure SMS_29
As a function of bending strain along the axial direction of the pipe,
Figure SMS_30
distance parameter of distributed strain sensing optical fiber in axial direction of pipeline, < >>
Figure SMS_31
Is the distance between the distributed strain sensing optical fiber and the neutral surface of the pipeline; />
Figure SMS_32
/>
Figure SMS_33
Is constant.
Further, in the step 4, an included angle between the external force and the vertical direction of the pipeline is
Figure SMS_34
,/>
Figure SMS_35
Figure SMS_36
Represents the transverse bending strain value of the pipeline, +.>
Figure SMS_37
Representing the vertical bending strain value of the pipeline.
The invention has the following beneficial effects:
1. the invention predicts the deflection and the stress direction of the pipeline based on the distributed optical fiber sensing technology, and the distributed optical fiber has the characteristics of light weight, small volume, flexibility, electromagnetic interference resistance, distributed, long distance, large-scale sensing and the like, and is not only a sensing element but also a transmission medium after being distributed on the surface of a pipeline, and can sense thousands of measuring points, so that the problems of few monitoring points and easy detection omission of the traditional point type sensor are not easy to occur; the distributed optical fiber has the characteristics of slender flexibility and softness, so that the difficulty in arrangement can be reduced, and the construction efficiency can be improved; the distributed optical fiber has the characteristics of light source transmission and intrinsic safety, and can solve the risk problem of electric spark generated by electrostatic accumulation of point type and magnetic type sensors on the metal surface.
2. According to the invention, the temperature influence of the strain optical fiber is considered, the temperature compensation optical cable is synchronously laid, the accuracy of the strain monitoring result can be improved, and the guarantee is provided for accurate calculation of the deflection and the stress direction of the pipeline.
3. According to the invention, the distributed optical fibers are distributed on the buried pipeline, and the deflection and the stress direction of the pipeline are obtained by combining calculation, so that the strain and deformation state of the pipeline in the ground can be comprehensively mastered under the condition that the oil and gas pipeline is not stopped and is not excavated for inspection, the nerve perception of the buried pipeline is realized, and a scientific basis is provided for the safety forecasting and early warning of the pipeline in high-risk areas.
4. According to the characteristic that the temperature difference is generated between the pipeline and the surrounding environment when the pipeline leaks, the position of the pipeline where the pipeline leaks can be monitored simultaneously by using the laid temperature sensing optical cable, so that the multi-parameter and three-dimensional monitoring functions of the buried pipeline such as strain, temperature, deformation deflection, stress direction, leakage and the like can be realized, and the safe and continuous operation of the pipeline is ensured.
Drawings
FIG. 1 is a schematic diagram of a distributed strain sensing optical fiber and a distributed temperature sensing optical fiber arrangement;
FIG. 2 is a schematic cross-sectional view of a distributed strain sensing optical fiber and a distributed temperature sensing optical fiber arrangement;
FIG. 3 is a schematic diagram of a test apparatus;
FIG. 4 is a graph of pipeline deflection test results;
FIG. 5 is a schematic view of the neutral plane of the pipeline;
FIG. 6 is a graph of angle estimates for a 0 loading angle;
FIG. 7 is a graph of angle estimates for a 30 loading angle;
FIG. 8 is a graph of angle estimates for a 45 loading angle;
fig. 9 is a graph of angle estimates for a 60 deg. loading angle.
In the figure: 1-a pipeline; 2-distributed strain sensing optical fiber; 3-distributed temperature sensing fiber; 4-distributed optical fiber demodulation instrument; 5-a server; 6-cloud end; 7-PC end; 8-fiber grating demodulator; 9-resistance strain gauge.
Detailed Description
The invention will be further described with reference to the drawings and the specific embodiments, but the scope of the invention is not limited thereto. In the embodiment, a PVC pipe (hereinafter referred to as a pipeline 1) with the length of 4m and the diameter of 75mm is selected as a measuring object, the loading of weights is combined to simulate the underground stress condition of a buried pipeline, the pipeline deflection and the stress direction are predicted and analyzed, and an optical fiber grating string and a resistance strain gauge are introduced in the process to perform comparative analysis so as to prove the superiority of the distributed optical fiber sensing technology.
The invention relates to a method for predicting deflection and stress direction of a buried pipeline based on distributed optical fibers, which comprises the following steps:
step 1: laying optical fibers;
as shown in fig. 1 and 2, distributed strain sensing optical fibers 2 are distributed on the surface of a pipeline 1 and are used for acquiring strain change data of the surface of the pipeline 1; in this embodiment, the distributed strain sensing optical fibers 2 are distributed back and forth on the surface of the pipeline 1 in a loop-shaped manner, four sections of main body parts parallel to the axis of the pipeline 1 are formed on the surface of the pipeline 1 (i.e., the distributed strain sensing optical fibers 2 1, 2, 3 and 4 shown in fig. 2), the distributed strain sensing optical fibers 2 1 and 4 are respectively positioned on the lower surface and the upper surface of the pipeline 1, the distributed strain sensing optical fibers 2 and 3 are respectively positioned on two sides of the pipeline 1, and the connection line between the distributed strain sensing optical fibers 2 1 and 4 and the connection line between the distributed strain sensing optical fibers 2 and 3 are in a cross shape;
then, a distributed temperature sensing optical fiber 3 is arranged on the surface of the pipeline 1 and used for acquiring temperature change data in the axial direction of the pipeline 1, so that temperature compensation is carried out on the distributed strain sensing optical fiber 2; the distribution position of the distributed temperature sensing optical fiber 3 has no specific requirement, and the distributed temperature sensing optical fiber 3 is axially and straightly arranged along the pipeline 1 in the embodiment;
in the embodiment, the distributed strain sensing optical fiber adopts a 0.9mm tight sleeve polyurethane optical fiber, and the distributed strain sensing optical fiber 2 and the distributed temperature sensing optical fiber 3 are adhered and fixed with the pipeline 1 through epoxy resin.
Step 2: a plurality of groups of fiber bragg grating strings and resistance strain gauges are stuck on the upper surface and the lower surface of the pipeline 1, which are close to the distributed strain sensing optical fibers 2, for subsequent data comparison analysis;
step 3: setting up a test device;
as shown in fig. 1 and 3, two ends of a pipeline 1 are fixed on a support frame body by using a clamp, and a plurality of dial indicators (preferably five in the embodiment) are uniformly distributed on the upper surface of the pipeline 1 at intervals and used for measuring the actual deflection value of the pipeline 1;
then the distributed strain sensing optical fiber 2 and the distributed temperature sensing optical fiber 3 are respectively connected with the corresponding distributed optical fiber demodulation instrument 4, the fiber grating string is connected with the fiber grating demodulation instrument 8, the resistance strain gauge is connected with the resistance strain gauge 9, the distributed optical fiber demodulation instrument 4, the fiber grating demodulation instrument 8 and the resistance strain gauge 9 are connected with the server 5 in a 4G/5G mode, the server 5 is connected to the cloud end 6, the cloud end 6 is connected with the PC end 7, and further data recording, storage, calculation, analysis and processing are achieved;
then, a plurality of weights with weights of 2kg and 1kg are prepared for loading the pipeline 1; after the whole test device is built and stabilized, starting the test.
Step 4: predicting deflection of the pipeline 1:
step 4.1: when the pipeline 1 is in an empty state, the values of the dial indicators are recorded and input into a PC end, the values are transmitted to a server through the PC end, and meanwhile, output data of the distributed optical fiber demodulation instrument 4, the optical fiber grating demodulation instrument 8 and the resistance strain gauge 9 are also transmitted to the server;
step 4.2: suspending a 2kg weight at the midpoint position of the pipeline 1, continuously recording the values of the dial indicators after the weight is stabilized, inputting the values into a PC end, and simultaneously transmitting output data of the distributed optical fiber demodulation instrument 4, the optical fiber grating demodulation instrument 8 and the resistance strain gauge 9 to a server;
step 4.3: continuously and sequentially loading weights of 2kg, 2kg and 1kg, recording the current dial indicator value after each stabilization, inputting the current dial indicator value into a PC end, and simultaneously transmitting output data of the distributed optical fiber demodulation instrument 4, the optical fiber grating demodulation instrument 8 and the resistance strain gauge 9 to a server;
step 4.4: the server 5 receives all acquired data and analyzes and calculates the deflection of the pipeline 1;
the distributed optical fiber demodulation apparatus 4 is based on the BOTDA technology, the temperature and the strain can cause the brillouin scattering light frequency in the distributed strain sensing optical fiber 2 to drift, and the linear relation between the drift amount (frequency shift amount) of the brillouin scattering light frequency and the strain and the temperature is as follows:
Figure SMS_38
in the method, in the process of the invention,
Figure SMS_39
the method comprises the steps of testing the frequency drift amount of brillouin scattering light in a front-back distributed strain sensing optical fiber 2; />
Figure SMS_40
、/>
Figure SMS_41
The axial strain values of the distributed strain sensing optical fiber 2 before and after the test are respectively +.>
Figure SMS_42
、/>
Figure SMS_43
The temperature values of the distributed strain sensing optical fibers 2 before and after the test are respectively; />
Figure SMS_44
、/>
Figure SMS_45
Strain influence coefficient and temperature influence coefficient respectively; based on the above relation, the distributed optical fiber demodulation instrument 4 can realize the distributed strain after automatically measuring the shift amount of the brillouin scattering light frequency along the length direction of the distributed strain sensing optical fiber 2Distributed measurement of axial temperature and strain of the sensing fiber 2;
step 4.4.1: temperature compensation is carried out on strain data acquired by the distributed strain sensing optical fiber 2;
the pipeline 1 with two fixed ends is simplified into a simply supported beam model, the left end of the pipeline 1 is taken as an origin, and the pipeline 1 is axially taken as
Figure SMS_46
In the axial direction, strain data +.f corresponding to the distributed strain sensing optical fiber No. 1, no. 2, no. 3 and No. 4 after temperature compensation are calculated by the following formula>
Figure SMS_47
、/>
Figure SMS_48
、/>
Figure SMS_49
、/>
Figure SMS_50
Figure SMS_51
Figure SMS_52
Figure SMS_53
Figure SMS_54
In the method, in the process of the invention,
Figure SMS_55
、/>
Figure SMS_56
、/>
Figure SMS_57
、/>
Figure SMS_58
respectively representing strain data acquired by the distributed strain sensing optical fibers No. 1, no. 2, no. 3 and No. 4; />
Figure SMS_59
Representing temperature compensation data, namely strain data acquired by the distributed temperature sensing optical fiber 3;
step 4.4.2: based on the strain data after temperature compensation, bending strain values of the pipeline 1 in the vertical direction (namely the direction of the distributed strain sensing optical fiber connecting line of No. 1 and No. 4) and the transverse direction (namely the direction of the distributed strain sensing optical fiber connecting line of No. 2 and No. 3) are calculated respectively
Figure SMS_60
And->
Figure SMS_61
Figure SMS_62
Figure SMS_63
Step 4.4.3: based on
Figure SMS_64
And->
Figure SMS_65
The lateral deflection of the pipe 1 is calculated using the following formula>
Figure SMS_66
And vertical deflection->
Figure SMS_67
:/>
Figure SMS_68
In the method, in the process of the invention,
Figure SMS_69
is a deflection distribution function along the axial direction of the pipeline 1; />
Figure SMS_70
As a function of bending strain along the axial direction of the pipe 1 +.>
Figure SMS_71
Distance parameter of the distributed strain sensing fiber in the axial direction of the pipe 1, e.g./>
Figure SMS_72
Represents the bending strain value at 2.58 meters from the left end of the pipe 1,/o>
Figure SMS_73
Representing the deflection value at 3.65 meters from the left end of the pipe 1; />
Figure SMS_74
The distance between the distributed strain sensing optical fiber and the neutral surface of the pipeline is distributed; in the case of a known length and diameter of the pipe 1
Lower parameters
Figure SMS_75
/>
Figure SMS_76
According to boundary conditions: length of->
Figure SMS_77
The deflection of both ends of the pipe 1 is 0 (i.e. +.>
Figure SMS_78
Figure SMS_79
) Obtaining;
the pipe 1 is deflected
Figure SMS_80
The method comprises the following steps: />
Figure SMS_81
Step 4.4.4: and the server 5 stores the calculated deflection data of the pipeline 1 in the cloud.
Step 5: and (3) carrying out statistics on deflection test results of the pipeline 1:
the server 5 calculates a plurality of different deflection values obtained by three sensors (namely the distributed strain sensing optical fiber 2, the fiber bragg grating string and the resistance strain gauge) under four-level loading, and forms a corresponding pipeline deflection test result graph which is displayed at a PC end for relevant personnel to check and analyze;
in the embodiment, five deflection values are calculated based on each sensor, and a pipeline deflection test result graph is shown in fig. 4;
in fig. 4, the abscissa represents the horizontal axial distance (in meters) of the pipe 1, and the ordinate represents the deflection value (in millimeters); the three curves are deflection curves corresponding to the three sensors respectively, the solid line is a deflection curve of the distributed strain sensing optical fiber, the long dashed line is a deflection curve corresponding to the fiber bragg grating string, the short dashed line is a deflection curve corresponding to the resistance strain gauge, and the square points are data measured by a dial indicator, wherein the data measured by the dial indicator are used as real deflection values for analysis; because the fiber grating strings and the resistance strain gauges are point-type measurement, in order to see the deflection curve forms of the fiber grating strings and the resistance strain gauges, two adjacent point deflection values are connected into a straight line to be displayed in the graph in the embodiment;
as can be seen from FIG. 4, the deflection curves corresponding to the distributed strain sensing optical fiber 2, the fiber grating string and the resistance strain gauge have stronger correlation, the presented forms are very similar, and the coincidence degree of the measured data of the dial indicator is higher, wherein the deflection curve obtained by the distributed strain sensing optical fiber 2 is smooth and continuous, and is more in line with the actual form of the deflection deformation of the pipeline 1, the error of the monitoring result based on the distributed strain sensing optical fiber 2 is very small and between 2% and 3%, the requirement of the monitoring of the pipeline 1 can be met, the technology can fully monitor the distribution of the deformation of the pipeline 1 in a distributed manner, and the monitoring advantage of the pipeline 1 is very obvious.
Step 6: a pipeline 1 is prepared again, distributed strain sensing optical fibers 2 are only distributed on the pipeline 1 according to the step 1, and then a test device is built according to the step 3.
Step 7: predicting the stress direction of the pipeline 1:
step 7.1: in the initial state, the rotation angle (loading angle) of the pipeline 1 is 0 degrees, and various data in the initial state are recorded according to the step 4.1;
step 7.2: suspending a 1kg weight at the position of the middle point of the pipeline 1, and continuously recording various data at the moment in the step 4.1 after the weight is stabilized;
step 7.3: continuously and sequentially loading weights of 1kg, 1kg and 1kg, and recording all data at the moment according to the step 4.1 after each stabilization;
step 7.4: removing the weights and the clamps at the two ends of the pipeline 1, continuously fixing the pipeline 1 by the clamps after rotating the pipeline 1 integrally for 30 degrees, repeating the steps 7.1 to 7.3, and recording various data under the loading angle of 30 degrees;
step 7.5: repeating the step 7.4, and recording various data under loading angles of 45 degrees and 60 degrees;
step 7.6: the server 5 receives all the acquired data, and firstly calculates and obtains the vertical bending strain value of the pipeline 1 according to the method in the step 4.4
Figure SMS_82
And transverse bending strain value->
Figure SMS_83
Then the angle between the external force F (i.e. the stress direction) and the vertical direction of the pipeline 1 is determined to be +.>
Figure SMS_84
Figure SMS_85
Figure SMS_86
In the method, in the process of the invention,
Figure SMS_87
represents the modulus of elasticity>
Figure SMS_88
A representation of moment of inertia; as shown in fig. 5, ->
Figure SMS_89
Represents the distance between the distributed strain sensing optical fiber No. 1 or No. 4 and the central surface of the pipeline, and is +.>
Figure SMS_90
Representing the distance between the No. 2 or No. 3 distributed strain sensing optical fiber and the central surface of the pipeline; />
Figure SMS_91
Representing a bending moment function in the axial direction of the pipe 1, e.g +.>
Figure SMS_92
Representing a bending moment at 2.56 meters from the left end of the pipe 1;
calculated out
Figure SMS_93
Is an angle estimated value; finally, the server 5 stores the calculated angle calculation value data in the cloud end 6.
Step 8: calculating the prediction result of the stress direction of the pipeline 1;
the server 5 calculates corresponding angle calculation value data of the five-stage weight loading under each loading angle according to the method in the step 7, forms a corresponding angle calculation value graph, displays the angle calculation value graph at the PC end 7, and allows related personnel to check and analyze the angle calculation value graph;
the angle estimated value graphs are shown in fig. 6 to 9, wherein the abscissa represents the loading times, the ordinate represents the angle estimated value, and the broken lines in the graphs represent the actual angle value; the error of the calculated angle value and the actual angle value is counted, the relative error is between 10% and 20%, and the angle value deduced from the test value of the distributed strain sensing optical fiber 2 is more consistent with the actual angle value, so that the distributed strain sensing optical fiber 2 is suitable for predicting the deformation direction of the pipeline 1.
In the embodiment, the deflection value is calculated based on the fiber bragg grating string and the resistance strain gauge detection in the prior art, and the invention is not repeated. The examples are preferred embodiments of the present invention, but the present invention is not limited to the above-described embodiments, and any obvious modifications, substitutions or variations that can be made by one skilled in the art without departing from the spirit of the present invention are within the scope of the present invention.

Claims (6)

1. A method for predicting deflection and stress direction of buried pipeline based on distributed optical fiber is characterized by comprising the following steps:
step 1: a distributed strain sensing optical fiber (2) and a distributed temperature sensing optical fiber (3) are arranged on the surface of the pipeline (1) along the axial direction;
step 2: the distributed strain sensing optical fiber (2) and the distributed temperature sensing optical fiber (3) are respectively connected with a corresponding distributed optical fiber demodulation instrument (4), the distributed optical fiber demodulation instrument (4) is connected with a server (5) through a wireless network, the server (5) is connected to a cloud end (6), and the cloud end (6) is connected with a PC end (7);
step 4: the server (5) receives strain data and temperature data detected by the distributed strain sensing optical fiber (2) and the distributed temperature sensing optical fiber (3), simplifies the pipeline (1) into a simply supported beam model, takes one end of the pipeline (1) as an origin point and takes the pipeline (1) as an axial direction
Figure QLYQS_1
Carrying out temperature compensation on the corresponding data in the axial direction, respectively calculating the vertical and transverse bending strain values of the pipeline (1) based on the strain data after the temperature compensation, and calculating to obtain the deflection of the pipeline (1) and the included angle between the external force and the vertical direction of the pipeline (1) based on the vertical and transverse bending strain values;
step 5: the server (5) stores the calculation result in the cloud end, forms a corresponding graph based on the calculation result, and displays the graph on the PC end for relevant personnel to check and analyze.
2. The method for predicting the deflection and stress direction of the buried pipeline based on the distributed optical fibers according to claim 1, wherein four distributed strain sensing optical fibers (2) and one distributed temperature sensing optical fiber (3) are distributed on the surface of the pipeline (1), the four distributed strain sensing optical fibers (2) are respectively positioned on the upper surface, the lower surface and the front side and the rear side of the pipeline (1), and connecting lines between the distributed strain sensing optical fibers (2) with opposite positions are in a cross shape.
3. The method for predicting the deflection and stress direction of a buried pipeline based on a distributed optical fiber according to claim 1, wherein in the step 4, temperature compensation is performed by using the following corresponding data:
Figure QLYQS_2
Figure QLYQS_3
Figure QLYQS_4
Figure QLYQS_5
in the method, in the process of the invention,
Figure QLYQS_7
、/>
Figure QLYQS_11
、/>
Figure QLYQS_12
、/>
Figure QLYQS_8
respectively show the lower surface and the upper surface of the pipelineStrain data acquired by the surface, front side and rear side distributed strain sensing optical fibers (2); />
Figure QLYQS_10
Representing strain data acquired by the distributed temperature sensing optical fiber (3); />
Figure QLYQS_13
、/>
Figure QLYQS_14
、/>
Figure QLYQS_6
、/>
Figure QLYQS_9
Respectively representing the strain data corresponding to the temperature compensated lower surface, the upper surface, the front side and the rear side of the pipeline distributed strain sensing optical fiber (2).
4. The method for predicting deflection and stress direction of buried pipeline based on distributed optical fiber according to claim 1, wherein in the step 4, based on the strain data after temperature compensation, bending strain values of the pipeline (1) in vertical and horizontal directions are calculated respectively by using the following formula
Figure QLYQS_15
And->
Figure QLYQS_16
Figure QLYQS_17
Figure QLYQS_18
;/>
In the method, in the process of the invention,
Figure QLYQS_19
、/>
Figure QLYQS_20
、/>
Figure QLYQS_21
、/>
Figure QLYQS_22
respectively representing the strain data corresponding to the temperature compensated lower surface, the upper surface, the front side and the rear side of the pipeline distributed strain sensing optical fiber (2).
5. The method for predicting the deflection and the stress direction of the buried pipeline based on the distributed optical fiber according to claim 1, wherein in the step 4, the deflection calculation process of the pipeline (1) is as follows:
substituting the values of the vertical and transverse bending strain of the pipeline (1) into the following formula to obtain the transverse deflection of the pipeline (1)
Figure QLYQS_23
And vertical deflection->
Figure QLYQS_24
Figure QLYQS_25
The deflection of the pipeline (1)
Figure QLYQS_26
The method comprises the following steps:
Figure QLYQS_27
in the method, in the process of the invention,
Figure QLYQS_28
for along the pipeline (1)An axial deflection distribution function; />
Figure QLYQS_29
As a function of bending strain along the axial direction of the pipe (1)>
Figure QLYQS_30
Is a distance parameter of the distributed strain sensing optical fiber (2) in the axial direction of the pipeline (1), and is +.>
Figure QLYQS_31
Is the distance between the distributed strain sensing optical fiber (2) and the neutral surface of the pipeline; />
Figure QLYQS_32
/>
Figure QLYQS_33
Is constant.
6. The method for predicting deflection and stress direction of buried pipeline based on distributed optical fiber according to claim 1, wherein in step 4, the included angle between the external force and the vertical direction of the pipeline (1) is
Figure QLYQS_34
,/>
Figure QLYQS_35
Figure QLYQS_36
Represents the transverse bending strain value of the pipeline (1), & lt->
Figure QLYQS_37
Represents the vertical bending strain value of the pipeline (1). />
CN202310316098.0A 2023-03-29 2023-03-29 Buried pipeline deflection and stress direction prediction method based on distributed optical fibers Pending CN116026419A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202310316098.0A CN116026419A (en) 2023-03-29 2023-03-29 Buried pipeline deflection and stress direction prediction method based on distributed optical fibers

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202310316098.0A CN116026419A (en) 2023-03-29 2023-03-29 Buried pipeline deflection and stress direction prediction method based on distributed optical fibers

Publications (1)

Publication Number Publication Date
CN116026419A true CN116026419A (en) 2023-04-28

Family

ID=86089687

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202310316098.0A Pending CN116026419A (en) 2023-03-29 2023-03-29 Buried pipeline deflection and stress direction prediction method based on distributed optical fibers

Country Status (1)

Country Link
CN (1) CN116026419A (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108917635A (en) * 2018-07-24 2018-11-30 河海大学 Pipe deforming monitoring system and application method based on OFDR technology
CN109696209A (en) * 2019-01-21 2019-04-30 河海大学 The identification of underground piping and monitoring system and application method
CN109827074A (en) * 2019-02-01 2019-05-31 河海大学 Sewage conduct health monitoring and rupture pre-warning function system and method based on OFDR
CN111442193A (en) * 2020-05-02 2020-07-24 大连理工大学 Buried pipeline suspension state distributed optical fiber monitoring device and monitoring method thereof

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108917635A (en) * 2018-07-24 2018-11-30 河海大学 Pipe deforming monitoring system and application method based on OFDR technology
CN109696209A (en) * 2019-01-21 2019-04-30 河海大学 The identification of underground piping and monitoring system and application method
CN109827074A (en) * 2019-02-01 2019-05-31 河海大学 Sewage conduct health monitoring and rupture pre-warning function system and method based on OFDR
CN111442193A (en) * 2020-05-02 2020-07-24 大连理工大学 Buried pipeline suspension state distributed optical fiber monitoring device and monitoring method thereof

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
许滨华 等: "基于分布式光纤传感器的管道受弯变形监测试验研究", 仪器仪表学报, vol. 40, no. 8, pages 20 - 30 *

Similar Documents

Publication Publication Date Title
Ren et al. Pipeline corrosion and leakage monitoring based on the distributed optical fiber sensing technology
Rajeev et al. Distributed optical fibre sensors and their applications in pipeline monitoring
CN104613885B (en) A kind of tunnel interior conduit monitoring and warning system
CN105547364B (en) The splice type distributed optical fiber sensing system of roadbed internal monitoring
CN108252288A (en) A kind of deformation of deep excavation distributed monitoring system based on OFDR technologies
Minardo et al. Fiber optic based inclinometer for remote monitoring of landslides: on site comparison with traditional inclinometers
CN104501732B (en) A kind of hydro-structure distortion distributed optical fiber sensing device and method
Xu et al. Surface crack detection in Prestressed concrete cylinder pipes using BOTDA strain sensors
Zhao et al. Optical fiber sensing of small cracks in isotropic homogeneous materials
CN104501772B (en) Hydro-structure soil stone calmodulin binding domain CaM non-uniform settling combination monitoring device and method
Prisutova et al. Use of fibre-optic sensors for pipe condition and hydraulics measurements: A review
RU136527U1 (en) STATIONARY DEVICE FOR DIAGNOSIS AND DETECTION OF LOCATIONS OF OIL AND OIL PRODUCTS IN THE PIPELINE
CN204286374U (en) A kind of hydro-structure distortion distributed optical fiber sensing device
Cheng et al. Experimental verification research of pipeline deflection deformation monitoring method based on distributed optical fiber measured strain
KR20170106097A (en) Monitoring systemt for a buried pipe
EP1496352B1 (en) Method and apparatus for temperature monitoring of a physical structure
CN116026419A (en) Buried pipeline deflection and stress direction prediction method based on distributed optical fibers
Inaudi et al. Distributed fiber-optic sensing for long-range monitoring of pipelines
Zheng et al. Investigation of a quasi-distributed displacement sensor using the macro-bending loss of an optical fiber
Jiao et al. Experimental research on a novel soil displacement monitoring system based on measurement unit cells (MUCs)
Inaudi Distributed Optical Fiber Sensors for Strain and Deformation Monitoring of Pipelines and Penstocks.
CN109839209A (en) The monitoring instrument of the thermal coefficient in the temperature field and soil of pipeline soil
Sundaram et al. Studies on distributed Brillouin scattering technique for monitoring of lifeline structures
RU185451U1 (en) Stationary device for detecting leakage of oil and oil products in the pipeline using conductors of different metals
Clément et al. Fiber optic monitoring of pipelines in permafrost context

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
RJ01 Rejection of invention patent application after publication

Application publication date: 20230428

RJ01 Rejection of invention patent application after publication