This application claims priority to a Chinese patent application No. CN202310015493.5, filed on Jan. 6, 2023. The entire content of the above-mentioned application is hereby incorporated by reference.
The disclosure relates to the field of engineering structure deformation monitoring technologies, and more particularly to a self-correcting assemblable optical fiber sensing system for a displacement field and a correction method thereof.
With the development of economy, in the construction and operation process of large engineering structures, including tunnel section deformation, slope sliding, bridge deflection and so on, it is necessary to monitor the distribution of displacement field of key areas in real time. However, the existing point displacement measurement technology can only obtain displacement information of location of a sensing device arrangement, but cannot obtain displacement field information of the key areas (such as global convergence of tunnels, vertical displacement of slope, deflection, vertical settlement), which is easy to cause omission of key information in the spatial dimension. Although total station and three-dimensional laser scanner can model the displacement field on the surface of the above infrastructure, it is difficult to obtain change information of internal displacement field, and it belongs to periodicity detection, which is difficult to ensure real-time monitoring in the time dimension. Therefore, real-time sensing technology of large-scale displacement field is needed.
Optical fiber is soft in material and can realize (quasi-) distributed networking, so that the optical fiber is convenient to be combined with a substrate and sense the deformation of multiple points of the substrate using use one optical fiber. For a long time, the shape sensing technology based on optical fiber has been a research hotspot. The optical fiber is pasted or embedded into the substrate, and the strain at each point is measured, which in turn deduce the overall deformation of the material to realize the perception of displacement field. The above technology has achieved ideal results in the field of medical treatment and small structural parts.
However, in the monitoring of displacement field of key areas of large-scale infrastructure projects, the measured area is large, the distance is long, and the coverage of the sensing device can reach tens of meters. Under such conditions, the optical fiber shape sensing device used for deformation field sensing is large in size, which directly makes it difficult to install the sensing device in the project, and easily causes the breakpoint of the optical fiber, resulting in the damage of the sensing device. More importantly, long-distance displacement sensing is prone to serious accumulative error phenomenon, the longer the distance, the more complex the change form, the greater the accumulative error, and it is extremely difficult to correct, which directly affects the measurement accuracy of the sensing device. The above problems have become a bottleneck problem restricting the application and promotion of long-distance optical fiber shape sensing device in large-scale infrastructure projects.
In order to solve the technical problems, the disclosure provides a self-correcting assemblable optical fiber sensing system for a displacement field and a correction method thereof. Based on assemblable flexible optical fiber sensing devices, not only the cumulative deformation of the structure can be monitored, but also the flexible optical fiber sensing devices with suitable splicing length can be assembled independently according to the size of the large-scale structure. Connection devices with inclination angle sensing modules can not only monitor the inclination and torsion changes of the structure, but also correct and compensate the deformation measured by the flexible optical fiber sensing devices, so as to realize more accurate displacement field monitoring of large-scale structures.
In an aspect, the disclosure provides a self-correcting assemblable optical fiber sensing system for displacement field, including: multiple assemblable flexible optical fiber sensing devices, multiple inclination angle self-sensing connection devices and an optical fiber demodulation device.
The assemblable flexible optical fiber sensing device is configured (i.e., structured and arranged) to measure torsion information and displacement field.
The inclination angle self-sensing connection device is configured to connect the assemblable flexible optical fiber sensing devices and measure an inclination angle and a torsion angle at a connection position of the assembled flexible optical fiber sensing devices.
The optical fiber demodulation device is configured to acquire strain data of the assemblable flexible optical fiber sensing devices and data of the inclination angle and the torsion angle measured by the inclination angle self-sensing connection devices, and correct the displacement field measured by the assemblable flexible optical fiber sensing devices.
The multiple assemblable flexible optical fiber sensing devices are connected between the multiple inclination angle self-sensing connection devices, and the optical fiber demodulation device is connected to a free end of the inclination angle self-sensing connection devices.
In an embodiment, the assemblable flexible optical fiber sensing device includes a protruding connector, a connecting groove, fixing slots, optical fiber joint accommodating slots, optical fiber slots, an optical fiber channel and first optical fiber leading-out holes.
The protruding connector and the connecting groove are respectively located at two ends of the assemblable flexible optical fiber sensing device, and the protruding connector is adapted to the connecting groove.
The assemblable flexible optical fiber sensing device is provided with three the optical fiber slots at equal intervals along a circumferential direction, and an inner center of the assemblable flexible optical fiber sensing device is provided with the optical fiber channel.
The two ends of the assemblable flexible optical fiber sensing device are respectively symmetrically provided with the fixing slots and the first optical fiber leading-out holes, and the fixing slots are symmetrically distributed based on the optical fiber channel.
The optical fiber slot is internally embedded with a strain sensing optical fiber, and the strain sensing optical fiber is sealed with epoxy resin and is configured to monitor displacement information and torsion information of the assemblable flexible optical fiber sensing device.
Two ends of the optical fiber slot are provided with the optical fiber joint accommodating slots, and a depth of the optical fiber joint accommodating slot is greater than that of the optical fiber slot.
The optical fiber channel is internally provided with a temperature compensation optical fiber; the temperature compensation optical fiber is in a loose state and is not affected by strain, and is configured to perform temperature compensation on the strain sensing optical fiber.
In an embodiment, the inclination angle self-sensing connection device includes: fixing protrusions, a sensing device fixing channel, fixing members and an inclination angle self-sensing module.
The inclination angle self-sensing connection device is internally provided with the sensing device fixing channel, the fixing protrusions are symmetrically arranged on two sides of the sensing device fixing channel, and the fixing protrusions are matched with the fixing slots respectively.
The fixing members are located at two ends of the inclination angle self-sensing connection device and configured to fix the assemblable flexible optical fiber sensing device inside the inclination angle self-sensing connection device.
The inclination angle self-sensing module is located at one side of the inclination angle self-sensing connection device, and is configured to measure the data of the inclination angle and the data of the torsion angle at the connection position of the assemblable flexible optical fiber sensing devices. In an embodiment, the inclination angle self-sensing module includes a cavity, a surface of the cavity is provided with second optical fiber leading-out holes, and the cavity is provided with an optical fiber fixing sub-device on a top of an inner side of the cavity.
The optical fiber fixing sub-device is connected to an end of a multi-core optical fiber, and another end of the multi-core optical fiber is fixedly connected to a counterweight sub-device, and the counterweight sub-device is configured to increase bending amplitude of the multi-core optical fiber when the multi-core optical fiber is inclined.
In an embodiment, the multi-core optical fiber includes a central core and multiple outer cores, and fiber gratings engraved at same positions of all of the central core and the multiple outer cores.
The fiber grating at the position of the central core is configured to perform temperature compensation.
Two of the fiber gratings at the positions of the multiple outer cores are arbitrarily selected to be not in a straight line with the central core and are configured to acquire the torsion angle and the inclination angle between the assemblable flexible optical fiber sensing devices after assembled. The torsion angle is represented as:
where λi represents a Bragg wavelength of a core i of the multi-core optical fiber, ϕi represents an angle position of the core i relative to a neutral surface, and a phase between ϕi and ϕi is any value except π.
The inclination angle is represented as:
where θ represents the inclination angle of the assembled flexible optical fiber sensing device, λi represents the Bragg wavelength of the core i of the multi-core optical fiber, ϕi represents the angle position of the core i relative to the neutral surface, ϕ represents the torsion angle between the assembled flexible optical fiber sensing devices, R represents a bending radius, E represents a Young's modulus of the multi-core optical fiber, I is a second-order moment of a cross-sectional area, L represents a length of a free fiber, xg represents a distance from the fiber grating to a fixed point, m represents a weight of an additional counterweight ball, g represents gravitational acceleration, and d represents a distance from the outer core to the central core.
In another aspect, in order to achieve the above purposes, the disclosure provides a correction method of the self-correcting assemblable optical fiber sensing system for the displacement field, including:
In an embodiment, the constructing an error compensation database of a single one of the assemblable flexible optical fiber sensing devices includes:
The constructing a deformation database without torsion of the assemblable flexible optical fiber sensing devices includes:
The preset deformation processing includes: dividing deformation of the assemblable flexible optical fiber sensing devices into three kinds of boundary constraint conditions including single-end fastening, double-end fastening and double-end simply supported; and under each of the boundary constraint conditions, considering situations of single-point multi-value loading, two-point multi-value loading and three-point multi-value loading of a central point and an eccentric point, calculating original curvature data
under different loading situations according to the strain data.
The constructing the error compensation database based on the deformation database includes:
In an embodiment, the correction method includes performing the error compensation on curvature data including:
In an embodiment, data of the two-axis inclination angle measured by the inclination angle self-sensing connection devices includes: θ1, ϕ1, θ2, ϕ2, θ3, ϕ3 . . . ; where θ represents an included angle between the connection position of the assemblable flexible optical fiber sensing device and a horizontal plane, ϕ represents the torsion angle of the connection position of the assemblable flexible optical fiber sensing devices, and 1, 2, 3 . . . represents a first inclination angle self-sensing connection device, a second inclination angle self-sensing connection device, a third inclination angle self-sensing connection device . . . , respectively.
In an embodiment, the method further includes based on a preset correction mode, performing torsion error correction and curve splicing on the plurality of coordinate curves fitted by the assemblable flexible optical fiber sensing devices after assembled using the torsion angle ϕ and inclination angle θ at the connection position of the assemblable flexible optical fiber sensing devices, including:
with an accurate total torsion variation by using a difference value ϕ2−ϕ1 of the torsion angles ϕ1 and ϕ2 measured by the inclination angle self-sensing connection devices at two ends of the first assemblable flexible optical fiber sensing device as a reference of the total variation N1end, adding the torsion angle ϕ1 to the corrected torsion data set
and taking the torsion angle ϕ1 as an initial reference value of the torsion data set, so as to obtain a first accurate torsion angle data set
of the first assemblable flexible optical fiber sensing device, calculating curvature data κ=
of the first assemblable flexible optical fiber sensing device separating a torsion error by using the torsion data φ in the first accurate torsion angle data set
of the second assemblable flexible optical fiber sensing device by using the torsion angles ϕ2 and ϕ3 through operations of the step S1, calculating a curvature data κ corresponding to the second assemblable flexible optical fiber sensing device, to fit a second coordinate curve; translating and splicing a starting point of the second coordinate curve to an end point of the first fitted coordinate curve, and rotating and adjusting a curvature correction coefficient X2 simultaneously to make tangent angles at a start point and an end of the second coordinate curve are close to the inclination angles θ2 and θ3 measured by the inclination angle self-sensing connection devices at both ends of the second assemblable flexible optical fiber sensing device, so as to complete correction of the second coordinate curve; and
Compared with the related art, the disclosure has the following advantages and technical effects as follows.
The accompanying drawings, which are incorporated in and constitute a part the disclosure, are intended to provide a further understanding of the disclosure, and illustrative embodiments of the disclosure and description thereof are for the purpose of illustrating the disclosure, which are not intended to unduly limit the disclosure.
1. hexagonal boss (also referred to as protruding connector); 2. hexagonal groove (connecting groove); 3. fixing slot; 4. optical fiber joint accommodating slot; 5. optical fiber slot; 6. circular hole channel (also referred to as optical fiber channel); 7. first optical fiber leading-out hole; 8. fixing protrusion; 9. sensing device fixing channel; 10. fixing sub device (also referred to as fixing member); 11. inclination angle self-sensing module; 12. shell structure; 13. optical fiber fixing sub device; 14. multi-core optical fiber; 15. counterweight sub device; 16. second optical fiber leading-out hole; 17. inclination angle self-sensing connection device; 18. assemblable flexible optical fiber sensing device; and 19. optical fiber demodulation device (also referred to as optical fiber demodulator).
It should be noted that illustrated embodiments and features in the illustrated embodiments in the disclosure can be combined with each other without conflict. The disclosure will be described in detail below with reference to the accompanying drawings and in combination with the illustrated embodiments.
It should be noted that steps illustrated in a flowchart of the accompany drawings may be performed in a computer system such as a set of computer executable instructions, and although a logical order is shown in the flowchart, in some cases, the steps shown or described may be performed in a different order than herein.
The disclosure provides a self-correcting assemblable optical fiber sensing system for a displacement field. The self-correcting assemblable optical fiber sensing system for the displacement field includes: assemblable flexible optical fiber sensing devices, inclination angle self-sensing connection device, and an optical fiber demodulation device (also referred to as optical fiber demodulator).
The assemblable flexible optical fiber sensing device is configured to measure the displacement field.
The inclination angle self-sensing connection device is configured to connect the assemblable flexible optical fiber sensing devices and measure an inclination angle and a torsion angle between the assemblable flexible optical fiber sensing devices. The optical fiber demodulation device is configured to acquire strain data of the assemblable flexible optical fiber sensing devices and data of the inclination angle and the torsion angle of the inclination angle self-sensing connection devices, and correct the displacement field measured by the assemblable flexible optical fiber sensing devices after assembled.
Multiple assemblable flexible optical fiber sensing devices are connected between multiple inclination angle self-sensing connection devices, and the optical fiber demodulator is connected to a free end of the inclination angle self-sensing connection devices.
In an embodiment, the assemblable flexible optical fiber sensing device includes: a protruding connector, a connecting groove, fixing slots, optical fiber joint accommodating slots, optical fiber slots, an optical fiber channel, and first optical fiber leading-out holes.
The protruding connector and the connecting groove are respectively located at two ends of the assemblable flexible optical fiber sensing device, and the protruding connector is adapted to the connecting groove.
The assemblable flexible optical fiber sensing device is provided with three optical fiber slots at equal intervals along a circumferential direction, and an internal center of the assemblable flexible optical fiber sensing device is provided with the optical fiber channel.
The two ends of the assemblable flexible optical fiber sensing device are respectively symmetrically provided with the fixing slots and the first optical fiber leading-out holes, and the fixing slots are symmetrically distributed based on the optical fiber channel.
The optical fiber slot is internally embedded with a strain sensing optical fiber, and the strain sensing optical fiber is sealed with epoxy resin.
The optical fiber channel is internally provided with a temperature compensation optical fiber, the temperature compensation optical fiber is in a loose state and is not affected by strain, and is configured to perform temperature compensation on the strain sensing optical fiber.
Two ends of the optical fiber slot are provided with the optical fiber joint accommodating slots, and a depth of the optical fiber joint accommodating slot is greater than that of the optical fiber slot.
In an embodiment, the inclination angle self-sensing connection device includes: fixing protrusions, a sensing device fixing channel, fixing members and an inclination angle self-sensing module.
The inclination angle self-sensing connection device is internally provided with the sensing device fixing channel, the fixing protrusions are symmetrically arranged on two sides of the sensing device fixing channel, and the fixing protrusions are matched with the fixing slots respectively.
The fixing members are located at two ends of the inclination angle self-sensing connection device and configured to fix the assemblable flexible optical fiber sensing device inside the inclination angle self-sensing connection device.
The inclination angle self-sensing module is located at one side of the inclination angle self-sensing connection device and is configured to measure data of the inclination angle at the connection position of the assemblable flexible optical fiber sensing devices.
In an embodiment, the inclination angle self-sensing module includes a cavity, a surface of the cavity is provided with second optical fiber leading-out holes, and the cavity is provided with an optical fiber fixing sub-device on a top of an inner side of the cavity.
The optical fiber fixing sub-device is connected to an end of a multi-core optical fiber, and another end of the multi-core optical fiber is fixedly connected to a counterweight sub-device, and the counterweight sub-device is configured to increase bending amplitude of the multi-core optical fiber when the assemblable flexible optical fiber sensing device is inclined.
In an embodiment, the multi-core optical fiber includes a central core and multiple outer cores, and fiber gratings engraved at same positions of all fiber cores.
The fiber grating at the position of the central core is configured to perform temperature compensation.
Two of the fiber gratings at the positions of the multiple outer cores are arbitrarily selected to be not in a straight line with the central core and are configured to acquire the inclination angle between the assemblable flexible optical fiber sensing devices after assembled.
In this embodiment, as shown in
In this embodiment, as shown in
Three strain sensing optical fibers are symmetrically distributed at an interval of 120°, and the distance between the strain sensing optical fiber and the center of the flexible optical fiber sensing device is r. When the optical fiber is subjected to planar bending with equal curvature at all positions, it is assumed that the center angle corresponding to the bending is β and the curvature radius corresponding to the neutral axis of the sensing device is R0, the included angle between the connection line between the neutral axis and the eccentric strain sensing optical fiber and the normal line of the bending plane is θ1.
When the flexible optical fiber sensing device is nearly bent without torsion, the relationship among radius, center angle and arc length: arc length=radius×center angle, central axis length and eccentric fiber length respectively meet:
In the formula (1), l0 is the length of this multi-core optical fiber without bending, that is, the length of the central fiber core, l1 is the eccentric fiber length at θ1 after bending. β-elimination is performed according to the formula (1) to get:
The formula (2) is rewritten to a strain form:
ε1=rκ sin θ1 (3).
For different strain sensing optical fibers, there is εi=rκ sin θi(i=1,2,3).
In order to use all strain sensing optical fibers to calculate the curvature and reduce the measurement error, the apparent curvature vector κa,i of each strain sensing optical fiber is defined:
In the formula (4), i represents the i-th fiber core, and j and k represent a pair of orthogonal unit vectors. The curvature K can be obtained by summing κa,i of three eccentric optical fibers:
When the flexible optical fiber sensing device undergoes both bending and torsion, the microelement dl of the strain sensing optical fiber can be expressed as:
In the formula (6), r represents the distance between the strain sensing optical fiber and the center of the flexible optical fiber sensing device, K represents the curvature of the microelement of the sensing device, θ1 represents the included angle between the connection line between the center of the sensing device and the strain sensing optical fiber in the optical fiber slot and the normal line of the bending plane, ϕ represents the torsion angle of the microelement of the sensing device as torsion data, and l0 represents an initial unit arc length of the flexible optical fiber sensing device, i.e., the initial unit arc length of the flexible optical fiber sensing device and the length of the multi-core optical fiber without bending are the same quantity, δ represents a position (angle) change in the horizontal direction, and its value range is [0, ϕ]. The first term at the right end of the equal sign in the formula (6) represents the change ratio ρ at different positions, and the rest represents the horizontal microelement. Integrating over [0, ϕ], for dl yields:
The formula (7) is rewritten to a strain form:
In actual measurement, ε can be calculated from the measured strain, and r and l0 are all known quantities, therefore, there are three unknown quantities to be solved in the formula (8): ϕ, κ, and θ1. Therefore, the data of at least three eccentric strain sensing optical fibers are needed to solve the problem. The formula (8) is the model among the torsion angle, the curvature and optical fiber strain.
There are three sensing fibers in the sensing device, which are evenly distributed with the interval between every two sensing optical fibers is 120 degrees, the strains measured by the three sensing fibers are respectively ε1, ε2 and ε3, the distance between the sensing optical fiber and the center of the sensing device r and the initial unit arc length of the optical fiber l0 are known, and the parameters are substituted into the formula (8) yields:
Because there may be zero denominator in the calculation process, in order to avoid this situation, the following discussion is carried out.
obtained directly. The positive or negative of φ indicates clockwise or counterclockwise torsion.
is eliminated to obtain:
The formula (12) is solved to obtain the value of
as follows.
When ε2≠ε3,
In the formula (13), * in
represents that this item is the calculated value, the same below.
When ε2=ε3,
is substituted into the formulas (9) and (10) (if
is substituted into the formulas (9) and (11)), and then make the difference between the two formulas to get the value of
Then, the values of
are substituted into the formula (9) to get the value of the torsion angle:
The obtained value φ is substituted into
to obtain the value of θ:
Then, the obtained value of φ is substituted into
to obtain the value of κ:
The above is the calculation of one microelement of the optical fiber sensing device. By applying the above process to each microelement, all K along the line of the sensing device can be obtained. The two-dimensional coordinate curve of the sensing device can be obtained by using the traditional curvature-based two-dimensional curve reconstruction algorithm.
In order to solve the connection problem between the assemblable flexible optical fiber sensing devices 18 and the inclination angle measurement problem at the connection position of the assemblable flexible optical fiber sensing devices 18, this embodiment designs the inclination angle self-sensing connection device 17.
As shown in
In order to ensure that the structure is not deformed, the inclination angle self-sensing connection device 17 is made of structural steel and is rectangular in shape. The inside of the inclination angle self-sensing connection device 17 is provided with a through cylindrical channel 9 (i.e., sensing device fixing channel), both sides of the sensing device fixing channel 9 are provided with two linear fixing protrusions 8 along the longitudinal direction, and the two fixing slots 3 of the assemblable flexible optical fiber sensing device 18 can be inserted along the fixing protrusions 8 to fix the assemblable flexible optical fiber sensing device 18 without rotation. In order to prevent the assemblable flexible optical fiber sensing device 18 from falling off the inclination angle self-sensing connection device 17, there are four threaded holes at both ends of the inclination angle self-sensing connection device 17, which are evenly distributed around the inclination angle self-sensing connection device 17. The assemblable flexible optical fiber sensing device 18 is fixed inside the inclination angle self-sensing connection device 17 by adding fixing sub-devices 10 (fastening bolts are selected in this embodiment) at both ends of the inclination angle self-sensing connection device 17.
As shown in
The specific principle of inclination angle measurement of multi-core optical fiber is as follows. As shown in
In the formula (19), λi represents a Bragg wavelength of the core i of the multi-core optical fiber, and pe≈0.22 represents the effective photoelastic coefficient, relative to the effective index of the core and the Poisson's ratio of the fiber. ϕi represents an angle position of the core i relative to a neutral surface, ϕ represents the azimuth angle measured by the multi-core optical fiber and is also the torsion angle at the connection position of the sensing devices, R represents a bending radius, and d represents a distance from the outer core to the central core. When the multi-core optical fiber is inclined, the counterweight ball at the free end exerts stress on the gratings of the multi-core optical fiber, resulting in a slight shift in the wavelength of the outer cores. Fiber Bragg gratings (FBGs) are located near the fixed point. When the multi-core optical fiber is inclined, the free end of the multi-core optical fiber is far away from the vertical direction, while the other end remains fixed. In this case, R consists of two parts: mass-induced RMass and free fiber-induced RFiber, which are described in the formulas (20) and (21), respectively:
E represents a Young's modulus of the multi-core optical fiber, I is a second-order moment of a cross-sectional area, which is defined as πD4/64. L represents a length of a free fiber, xg represents a distance from the fiber grating to a fixed point. w represents the weight of fiber per unit length, m represents a weight of an additional counterweight ball, g=9.8 m/s2 represents gravitational acceleration, and θ represents the inclination angle of the assemblable flexible optical fiber sensing device. Therefore, the Bragg wavelength shift caused by the inclination of the core can be expressed as the formula (22):
The shift of Bragg wavelength is related to both inclination angle θ and torsion angle ϕ. When considering the wavelength shift of two outer cores, such as the core i and the core j, the azimuth angle, that is, the torsion angle between the sensing devices, can be described as:
It can be seen from the formula (23) that a phase between ϕi and ϕj is any value except π, which means that the two selected cores should not be in a straight line with the central core.
Therefore, once the direction of ϕ is determined, θ can be obtained from the formulas (23) and (22), which can be deduced as:
The obtained value of ϕ and the wavelength shift and inclination angle θ of the specific core can be successfully determined. Therefore, under any inclination condition, by detecting the shift of Bragg wavelength, ϕ and θ can be obtained simultaneously. The inclinometer has the ability to distinguish inclination in a two-dimensional range, in which the measured azimuth angle is also the torsion angle at the connection position of the flexible optical fiber sensing devices, and the inclination angle θ is the inclination angle at the connection position of the sensing devices.
As shown in
In an embodiment, the constructing an error compensation database of a single one of the assemblable flexible optical fiber sensing devices includes:
The constructing a deformation database without torsion of the assemblable flexible optical fiber sensing devices includes the following steps:
The preset deformation treatment includes that following step: dividing deformation of the assemblable flexible optical fiber sensing devices into three kinds of boundary constraint conditions including single-end fastening, double-end fastening and double-end simply supported; and under each of the constraint conditions, considering situations of single-point multi-value loading, two-point multi-value loading and three-point multi-value loading of a central point and an eccentric point, calculating original curvature data κ under different loading situations according to the strain data.
The constructing the error compensation database based on the deformation database includes:
In an embodiment, error compensation for the strain data includes:
In an embodiment, data of the two-axis inclination angle measured by the inclination angle self-sensing connection devices includes: θ1, ϕ1, θ2, ϕ2, θ3, ϕ3 . . . ; where θ represents an the inclination angle between the connection position of the assemblable flexible optical fiber sensing device and a horizontal plane, ϕ represents the torsion angle of the connection position of the assemblable flexible optical fiber sensing devices, and 1, 2, 3 . . . represents a first inclination angle self-sensing connection device, a second inclination angle self-sensing connection device, a third inclination angle self-sensing connection device . . . , respectively.
In an embodiment, the method further includes based on a preset correction mode, performing torsion error correction and curve splicing on the plurality of coordinate curves fitted by the assemblable flexible optical fiber sensing devices after assembled using the torsion angle ϕ and inclination angle θ at the connection position of the assemblable flexible optical fiber sensing devices, including:
with an accurate total torsion variation by using a difference value ϕ2−ϕ1 of the torsion angles ϕ1 and ϕ2 measured by the inclination angle self-sensing connection devices at two ends of the first assemblable flexible optical fiber sensing device as a reference of the total variation N1end, adding the torsion angle ϕ1 to the corrected torsion data set
and taking the torsion angle ϕ1 as an initial reference value of the torsion data set, so as to obtain a first accurate torsion angle data set
of the first assemblable flexible optical fiber sensing device, calculating curvature data κ=
of the first assemblable flexible optical fiber sensing device separating a torsion error by using the torsion data ϕ in the first accurate torsion angle data set
of the second assemblable flexible optical fiber sensing device by using the torsion angles ϕ2 and ϕ3 through operations of the step S1, calculating a curvature data κ corresponding to the second assemblable flexible optical fiber sensing device, to fit a second coordinate curve; translating and splicing a starting point of the second coordinate curve to an end point of the first fitted coordinate curve, and rotating and adjusting a curvature correction coefficient X2 simultaneously to make tangent angles at a start point and an end of the second coordinate curve are close to the inclination angles θ2 and θ3 measured by the inclination angle self-sensing connection devices at both ends of the second assemblable flexible optical fiber sensing device, so as to complete correction of the second coordinate curve; and step S3, aiming at the coordinate curves of the assemblable flexible optical fiber sensing devices, sequentially adopting the algorithms of torsion error correction and optimization of rotation splicing matching curvature correction coefficient adjustment in the step S1, and finally forming an overall displacement curve measured by the assemblable flexible optical fiber sensing devices after assembled.
In this embodiment, a specific implementation method of the self-correcting assemblable optical fiber sensing system for the displacement field is as follows.
Step 1: before measurement, the number of required flexible optical fiber sensing devices 18 are determined according to the measured structural dimensions. Bending experiments are conducted for the flexible optical fiber sensing devices 18, including dividing deformation of the flexible optical fiber sensing devices 18 into three kinds of boundary constraint conditions including single-end fastening, double-end fastening and double-end simply supported; and under each of the constraint conditions, considering situations of single-point multi-value loading, two-point multi-value loading and three-point multi-value loading of a central point and an eccentric point, original curvature data under different loading situations according to the strain data is calculated and measured coordinate curves are recorded, and a deformation database for each flexible optical fiber sensing device 18 is established.
Step 2, a two-dimensional curve reconstruction algorithm is used to obtain a two-dimensional coordinate curve of the sensing device from curvature data obtained in the deformation database, and coordinate curve error data of the sensing device at this time is calculated. Strain data and error data of different deformation types are interpolated respectively according to loading displacement to form a rich data volume, and the coordinate curve error data corresponds to the original curvature data of various deformations in the deformation database to establish an error compensation database.
Step 3: the flexible optical fiber sensing devices 18 in a certain number are assembled according to the requirements of a measured structure, and the assembled positions are fixed with inclination angle self-sensing connection devices 17, and the flexible optical fiber sensing devices 18 after assembled are installed with the connection devices 17 at both ends for measuring the inclination angles of both ends; the flexible optical fiber sensing devices 18 after assembled are mounted on the measured structure.
Step 4: the strain data of each of flexible optical fiber sensing devices 18 is obtained through a demodulator, curvature data is calculated, the calculated curvature data is derived from the curvature data (i.e., original curvature data) in the correction coefficient database (i.e., deformation database), a positive and negative matching degree and an Euclidean distance of the obtained derivative curve are taken as an objective function, the curvature curve with the best matching deformation shape is found from the error compensation database using a gradient descent algorithm, and measured data of the coordinate curves is performed with error compensation according to the corresponding coordinate curve error data in the error compensation database, so as to correct the coordinate curves fitted by the assemblable flexible optical fiber sensing devices.
Step 5: after the coordinate curves measured by each of the sensing devices are corrected, data of the two-axis inclination angle measured by each inclination angle self-sensing connection device are obtained by the demodulator, including θ1, ϕ1, θ2, ϕ2, θ3, ϕ3 . . . ; where θ represents an included angle between the connection position of the assemblable flexible optical fiber sensing device and a horizontal plane, ϕ represents the torsion angle of the connection position of the assemblable flexible optical fiber sensing device, and 1, 2, 3 . . . represents a first inclination angle self-sensing connection device, a second inclination angle self-sensing connection device, a third inclination angle self-sensing connection device . . . , respectively. Firstly, for the first assemblable flexible optical fiber sensing device, when the first assemblable flexible sensing device is subjected to torsion, a set N1 of torsion data ϕ evenly distributed along an arc length of the first assemblable flexible optical fiber sensing device is calculated from strain data of three strain sensing optical cables in the optical fiber slots. The set N1 is a torsion data set from zero, a total variation of the torsion data of the first assemblable flexible optical fiber sensing device is represented as an end value N1end of the torsion data set N1. In this situation, a corrected torsion data set
with an accurate total torsion variation is obtained by using a difference value ϕ2−ϕ1 of the torsion angles ϕ1 and ϕ2 measured by the inclination angle self-sensing connection devices at two ends of the first assemblable flexible optical fiber sensing device as a reference of the total variation of the torsion data N1end. The torsion angle ϕ1 is added to the corrected torsion data set
and the torsion angle ϕ1 is taken as an initial reference value of the torsion data set, so as to obtain a first accurate torsion angle data set
of the first assemblable flexible optical fiber sensing device, Curvature data
of the first assemblable flexible optical fiber sensing device separating a torsion error is calculated by using the torsion data ϕ in the first accurate torsion angle data set
A starting point of a first fitted coordinate curve is translated to a coordinate origin through the curvature data κ, and the translated coordinate curve is rotated around the coordinate origin through an optimization algorithm until a tangent angle of the starting point is close to the inclination angle θ1 measured by the inclination angle self-sensing connection device. Taking a difference value between a tangent angle at an end of the first fitted coordinate curve and the inclination angle θ2 as an objective function, a variation range of a correction coefficient X1 is set according to different bending conditions by the first assemblable flexible optical fiber sensing device, and then a value from the variation range is randomly selected as an initial value of the correction coefficient X1, the initial value is multiplied by a strain curve of the first assemblable flexible optical fiber sensing device, the correction coefficient X1 of the strain curve is updated by using an optimization algorithm by taking a value of the inclination angle θ2 measured in real time as an optimization objective, until the tangent angle at the end of the first fitted coordinate curve is close to the inclination angle θ2 measured at an end of the first assemblable flexible optical fiber sensing device, so as to complete correction of the first fitted coordinate curve.
Step 6: for a second assemblable flexible optical fiber sensing device, a torsion data set
of the second assemblable flexible optical fiber sensing device is obtained by using the torsion angles ϕ2 and ϕ3 through operations of the step S1, a curvature data κ corresponding to the second assemblable flexible optical fiber sensing device is calculated, to fit a second coordinate curve. A starting point of the second coordinate curve is translated and spliced to an end point of the first fitted coordinate curve, and a curvature correction coefficient X2 is rotated and adjusted simultaneously to make tangent angles at a start point and an end of the second coordinate curve are close to the inclination angles θ2 and θ3 measured by the inclination angle self-sensing connection devices at both ends of the second assemblable flexible optical fiber sensing device, so as to complete correction of the second coordinate curve.
Step 7: aiming at the coordinate curves of the assemblable flexible optical fiber sensing devices, the algorithms of torsion error correction and optimization of rotation splicing matching curvature correction coefficient adjustment in the step S1 are sequentially adopted, and an overall displacement curve measured by the assemblable flexible optical fiber sensing devices after assembled is finally formed.
Number | Date | Country | Kind |
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202310015493.5 | Jan 2023 | CN | national |
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11486777 | Kim | Nov 2022 | B2 |
20060139626 | Childers | Jun 2006 | A1 |
20090201503 | Bennion | Aug 2009 | A1 |
20100215311 | Moore | Aug 2010 | A1 |
20170153155 | Hull | Jun 2017 | A1 |
20230147800 | Hanzawa | May 2023 | A1 |
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101539408 | Sep 2009 | CN |
102175185 | Sep 2011 | CN |
110657753 | Jan 2020 | CN |
111322966 | Jun 2020 | CN |
112393686 | Feb 2021 | CN |
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