KR20170008410A - Dynamic displacement calcuation device and method of calculating dynamic displacement - Google Patents
Dynamic displacement calcuation device and method of calculating dynamic displacement Download PDFInfo
- Publication number
- KR20170008410A KR20170008410A KR1020150099537A KR20150099537A KR20170008410A KR 20170008410 A KR20170008410 A KR 20170008410A KR 1020150099537 A KR1020150099537 A KR 1020150099537A KR 20150099537 A KR20150099537 A KR 20150099537A KR 20170008410 A KR20170008410 A KR 20170008410A
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- South Korea
- Prior art keywords
- displacement
- acceleration
- dynamic displacement
- target object
- bias value
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01H—MEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
- G01H17/00—Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves, not provided for in the preceding groups
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
- G01B21/00—Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant
- G01B21/22—Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant for measuring angles or tapers; for testing the alignment of axes
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01P—MEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
- G01P15/00—Measuring acceleration; Measuring deceleration; Measuring shock, i.e. sudden change of acceleration
Abstract
The dynamic displacement calculation apparatus includes an acceleration meter, a displacement meter, a Kalman filter unit, and an operation unit. The accelerometer measures the acceleration and angular displacement of the target object. The displacement meter measures the dynamic displacement of the target object. The Kalman filter section calculates the velocity and corrected dynamic displacement of the target object based on the acceleration, the angular displacement and the dynamic displacement, and calculates a bias value included in the acceleration based on the velocity and the corrected dynamic displacement. The computing unit provides the final dynamic displacement based on the corrected dynamic displacement and the bias value. The dynamic displacement calculation apparatus according to the embodiments of the present invention calculates a bias value included in the acceleration based on the velocity and the corrected dynamic displacement of the target object determined according to the acceleration, the angular displacement and the dynamic displacement of the target object, It is possible to provide a final dynamic displacement corresponding to the displacement.
Description
BACKGROUND OF THE
Techniques for diagnosing structures in relation to the safety of structures are continuously being developed. Structural diagnostics can be performed through dynamic displacement of the structure. If the dynamic displacement of the structure is larger than the reference range, the safety of the structure may be problematic. Various studies have been carried out to accurately calculate the dynamic displacement of a structure.
An object of the present invention to solve the above problems is to calculate a bias value included in an acceleration based on a velocity and a corrected dynamic displacement of a target object determined according to an acceleration, an angular displacement and a dynamic displacement of a target object, And to provide a dynamic displacement calculation device capable of improving performance by providing dynamic displacement.
An object of the present invention to solve the above problems is to calculate a bias value included in an acceleration based on a velocity and a corrected dynamic displacement of a target object determined according to an acceleration, an angular displacement and a dynamic displacement of a target object, And to provide a dynamic displacement calculation method capable of improving performance by providing dynamic displacement.
In order to accomplish one aspect of the present invention, an apparatus for calculating dynamic displacement according to embodiments of the present invention includes an acceleration meter, a displacement meter, a Kalman filter unit, and an operation unit. The acceleration meter measures the acceleration and the angular displacement of the target object. The displacement gauge measures the dynamic displacement of the target object. Wherein the Kalman filter section calculates a velocity and a corrected dynamic displacement of the target object based on the acceleration, the angular displacement and the dynamic displacement, and calculates a bias value included in the acceleration based on the velocity and the corrected dynamic displacement . An arithmetic section provides a final dynamic displacement based on the corrected dynamic displacement and the bias value.
In an exemplary embodiment, the Kalman filter portion may include a first Kalman filter and a second Kalman filter. The first Kalman filter may provide the velocity and the corrected dynamic displacement based on the acceleration, the angular displacement, and the dynamic displacement. The second Kalman filter may provide the bias value based on the velocity and the corrected dynamic displacement.
In an exemplary embodiment, the corrected dynamic displacement may be a sum of a value obtained by multiplying the calculated dynamic displacement obtained by double integration of the acceleration by a first weight, and a value obtained by multiplying the dynamic displacement by a second weight.
In an exemplary embodiment, the first weight and the second weight may be determined according to the Kalman gain of the first Kalman filter.
In an exemplary embodiment, the bias value may be determined based on the velocity, the corrected dynamic displacement, and the Kalman gain of the second Kalman filter.
In an exemplary embodiment, the final dynamic displacement may be a difference between the corrected dynamic displacement and a displacement bias value corresponding to a value obtained by doubly integrating the bias value.
In an exemplary embodiment, the dynamic displacement calculation device may further provide a final velocity corresponding to a difference between the velocity and a velocity bias value corresponding to a value obtained by integrating the bias value.
In an exemplary embodiment, the dynamic displacement calculation device may further provide final acceleration corresponding to the difference between the acceleration and the bias value.
In an exemplary embodiment, the acceleration may include a first acceleration that is an acceleration in a first direction, a second acceleration that is an acceleration in a second direction, and a third acceleration that is an acceleration in a third direction.
In an exemplary embodiment, the sampling frequency of the acceleration meter may be different from the sampling frequency of the displacement meter.
In order to achieve the object of the present invention, a method of calculating a dynamic displacement according to embodiments of the present invention is characterized in that a first Kalman filter calculates a velocity and a correction of the target object based on an acceleration, an angular displacement, Providing a dynamic displacement, a second Kalman filter providing a bias value included in the acceleration based on the velocity and the corrected dynamic displacement; And providing a final dynamic displacement based on the corrected dynamic displacement and the bias value.
According to another aspect of the present invention, there is provided a method of calculating a dynamic displacement, comprising the steps of: measuring acceleration and angular displacement of a target object by an acceleration measuring instrument, measuring a dynamic displacement of the target object, Calculating a velocity and a corrected dynamic displacement of the target object based on the acceleration, the angular displacement, and the dynamic displacement, and calculating a bias value included in the acceleration based on the velocity and the corrected dynamic displacement And providing a final dynamic displacement based on the corrected dynamic displacement and the bias value.
In an exemplary embodiment, the sampling frequency of the acceleration meter may be greater than the sampling frequency of the displacement meter.
The dynamic displacement calculation apparatus according to the embodiments of the present invention calculates a bias value included in the acceleration based on the velocity and the corrected dynamic displacement of the target object determined according to the acceleration, the angular displacement and the dynamic displacement of the target object, It is possible to provide a final dynamic displacement corresponding to the displacement.
1 is a block diagram showing a dynamic displacement calculation apparatus according to embodiments of the present invention.
FIG. 2 is a view for explaining acceleration and angular displacement measured by an acceleration measuring instrument included in the dynamic displacement calculation apparatus of FIG. 1; FIG.
3 is a view for explaining the dynamic displacement measured by the displacement measuring instrument included in the dynamic displacement calculation apparatus of FIG.
4 is a diagram for explaining a process of calculating a corrected dynamic displacement by a first Kalman filter included in the dynamic displacement calculation apparatus of FIG.
5 is a view for explaining the operation of the second Kalman filter included in the dynamic displacement calculation apparatus of FIG.
6 is a view for explaining the process of calculating the final dynamic displacement by the dynamic displacement calculation apparatus of FIG.
7 is a view for explaining a process of calculating the final speed by the dynamic displacement calculation apparatus of FIG.
8 is a view for explaining a process of calculating the final acceleration by the dynamic displacement calculation device of FIG.
9 is a flowchart showing a dynamic displacement calculation method according to embodiments of the present invention.
10 is a flowchart showing a dynamic displacement calculation method according to embodiments of the present invention.
For the embodiments of the invention disclosed herein, specific structural and functional descriptions are set forth for the purpose of describing an embodiment of the invention only, and it is to be understood that the embodiments of the invention may be practiced in various forms, The present invention should not be construed as limited to the embodiments described in Figs.
The present invention is capable of various modifications and various forms, and specific embodiments are illustrated in the drawings and described in detail in the text. It is to be understood, however, that the invention is not intended to be limited to the particular forms disclosed, but on the contrary, is intended to cover all modifications, equivalents, and alternatives falling within the spirit and scope of the invention.
The terms first, second, etc. may be used to describe various components, but the components should not be limited by the terms. The terms may be used for the purpose of distinguishing one component from another. For example, without departing from the scope of the present invention, the first component may be referred to as a second component, and similarly, the second component may also be referred to as a first component.
It is to be understood that when an element is referred to as being "connected" or "connected" to another element, it may be directly connected or connected to the other element, . On the other hand, when an element is referred to as being "directly connected" or "directly connected" to another element, it should be understood that there are no other elements in between. Other expressions that describe the relationship between components, such as "between" and "between" or "neighboring to" and "directly adjacent to" should be interpreted as well.
The terminology used in this application is used only to describe a specific embodiment and is not intended to limit the invention. The singular expressions include plural expressions unless the context clearly dictates otherwise. In the present application, the terms "comprise", "having", and the like are intended to specify the presence of stated features, integers, steps, operations, elements, components, or combinations thereof, , Steps, operations, components, parts, or combinations thereof, as a matter of principle.
Unless otherwise defined, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. Terms such as those defined in commonly used dictionaries should be construed as meaning consistent with meaning in the context of the relevant art and are not to be construed as ideal or overly formal in meaning unless expressly defined in the present application .
Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings. The same reference numerals are used for the same constituent elements in the drawings and redundant explanations for the same constituent elements are omitted.
FIG. 1 is a block diagram showing a dynamic displacement calculation apparatus according to an embodiment of the present invention, and FIG. 2 is a view for explaining acceleration and angular displacement measured by an acceleration meter included in the dynamic displacement calculation apparatus of FIG.
Referring to FIGS. 1 and 2, the dynamic
The
3 is a view for explaining the dynamic displacement measured by the displacement measuring instrument included in the dynamic displacement calculation apparatus of FIG.
Referring to FIG. 3, the
4 is a diagram for explaining a process of calculating a corrected dynamic displacement by a first Kalman filter included in the dynamic displacement calculation apparatus of FIG.
Referring to FIGS. 1 and 4, the
For example, the
The dynamic
FIG. 5 is a view for explaining the operation of the second Kalman filter included in the dynamic displacement calculation apparatus of FIG. 1, and FIG. 6 is a view for explaining a process of calculating the final dynamic displacement by the dynamic displacement calculation apparatus of FIG.
5 and 6, the corrected dynamic displacement (CDISP) is a value obtained by multiplying the calculated dynamic displacement (ODISP), which is the double integration of the acceleration ACC, by the first weight A1 and the second weight A2). ≪ / RTI > For example, the corrected dynamic displacement (CDISP) may be a weighted average value of the calculated dynamic displacement (ODISP) and dynamic displacement (DISP). The corrected dynamic displacement (CDISP) is obtained by multiplying the calculated dynamic displacement (ODISP) by 0.8 and the dynamic displacement (DISP) multiplied by 0.2 when the first weight (A1) is 0.8 and the second weight (A2) . The first weight A1 and the second weight A2 can be determined according to the Kalman gain KG1 of the
The
In an exemplary embodiment, the final dynamic displacement (FDISP) may be a difference between a corrected dynamic displacement (CDISP) and a displacement bias value (PBIAS) corresponding to a bi-integral of the bias value (BIAS). For example, the
The dynamic
7 is a view for explaining a process of calculating the final speed by the dynamic displacement calculation apparatus of FIG.
Referring to FIGS. 1 and 7, the dynamic
In the exemplary embodiment, the dynamic
8 is a view for explaining a process of calculating the final acceleration by the dynamic displacement calculation device of FIG.
Referring to FIG. 8, the dynamic
In the exemplary embodiment, the acceleration ACC includes a first acceleration ACC1 as an acceleration in the first direction, a second acceleration ACC2 as an acceleration in the second direction, and a third acceleration ACC3 as an acceleration in the third direction. . ≪ / RTI >
In an exemplary embodiment, the sampling frequency of the
The dynamic
9 is a flowchart showing a dynamic displacement calculation method according to embodiments of the present invention.
1 and 9, the dynamic
10 is a flowchart showing a dynamic displacement calculation method according to embodiments of the present invention.
Referring to FIG. 10, in the dynamic displacement calculation method, the
The dynamic displacement calculation device according to the embodiments of the present invention calculates the residual bias value included in the corrected dynamic displacement based on the velocity and the corrected dynamic displacement of the target object determined according to the acceleration, the angular displacement and the dynamic displacement of the target object It is possible to provide a final dynamic displacement corresponding to a more accurate dynamic displacement and can be applied to various structures diagnostic apparatuses.
While the present invention has been described with reference to the preferred embodiments thereof, it will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the spirit and scope of the invention as defined in the appended claims. It will be understood.
Claims (13)
A displacement measuring device for measuring a dynamic displacement of the target object;
A Kalman filter unit for calculating a velocity and a corrected dynamic displacement of the target object based on the acceleration, the angular displacement and the dynamic displacement, and calculating a bias value included in the acceleration based on the velocity and the corrected dynamic displacement;
And a computation unit for providing a final dynamic displacement based on the corrected dynamic displacement and the bias value.
A first Kalman filter that provides the velocity and the corrected dynamic displacement based on the acceleration, the angular displacement, and the dynamic displacement; And
And a second Kalman filter that provides the bias value based on the velocity and the corrected dynamic displacement.
Wherein the dynamic displacement calculation means is a sum of a value obtained by multiplying the calculated dynamic displacement obtained by double integration of the acceleration by a first weight and a value obtained by multiplying the dynamic displacement by a second weight.
Wherein the first weight and the second weight are determined according to the Kalman gain of the first Kalman filter.
The corrected dynamic displacement, and the Kalman gain of the second Kalman filter.
And a displacement bias value corresponding to a value obtained by double integration of the bias value and the corrected dynamic displacement.
And a final velocity corresponding to a difference between the velocity bias value corresponding to a value obtained by integrating the bias value and the velocity.
Further comprising a final acceleration corresponding to a difference between the acceleration and the bias value.
A first acceleration which is an acceleration in a first direction, a second acceleration which is an acceleration in a second direction, and a third acceleration which is an acceleration in a third direction.
Wherein the sampling frequency of the acceleration measuring device is different from the sampling frequency of the displacement measuring device.
Providing a bias value wherein a second Kalman filter is included in the acceleration based on the velocity and the corrected dynamic displacement; And
And wherein the computing unit provides a final dynamic displacement based on the corrected dynamic displacement and the bias value.
Measuring a displacement of the target object by a displacement meter;
Calculating a velocity and a corrected dynamic displacement of the target object based on the acceleration, the angular displacement and the dynamic displacement, and calculating a bias value included in the acceleration based on the velocity and the corrected dynamic displacement, ; And
And wherein the computing unit provides a final dynamic displacement based on the corrected dynamic displacement and the bias value.
Wherein the sampling frequency of the acceleration measuring device is larger than the sampling frequency of the displacement measuring device.
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CN109099828A (en) * | 2018-07-13 | 2018-12-28 | 北京市劳动保护科学研究所 | The real-time acquisition system of dynamic displacement and method based on Arduino |
KR20190113199A (en) | 2018-03-28 | 2019-10-08 | (주)다스 | A Method For Diagnosing a Condition of a Construction Based on Detecting a Dynamic Displacement of a Sensor Array |
KR20200014871A (en) | 2020-01-28 | 2020-02-11 | (주)다스 | A Method For Diagnosing a Condition of a Construction Based on Detecting a Dynamic Displacement of a Sensor Array |
KR20210155065A (en) * | 2020-06-15 | 2021-12-22 | 한국과학기술원 | A method of estimating displacement of a bridge and an electronic device to estimate displacement of a bridge |
KR20220053333A (en) * | 2020-10-22 | 2022-04-29 | 중앙대학교 산학협력단 | Bridge Displacement Estimation Using a Co-Located Acceleration and Strain |
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ITTO20130645A1 (en) * | 2013-07-30 | 2015-01-31 | St Microelectronics Srl | METHOD AND CALIBRATION SYSTEM IN REAL TIME OF A GYROSCOPE |
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KR20190113199A (en) | 2018-03-28 | 2019-10-08 | (주)다스 | A Method For Diagnosing a Condition of a Construction Based on Detecting a Dynamic Displacement of a Sensor Array |
CN109099828A (en) * | 2018-07-13 | 2018-12-28 | 北京市劳动保护科学研究所 | The real-time acquisition system of dynamic displacement and method based on Arduino |
CN109099828B (en) * | 2018-07-13 | 2024-02-13 | 北京市劳动保护科学研究所 | Arduino-based dynamic displacement real-time acquisition system and method |
KR20200014871A (en) | 2020-01-28 | 2020-02-11 | (주)다스 | A Method For Diagnosing a Condition of a Construction Based on Detecting a Dynamic Displacement of a Sensor Array |
KR20210138543A (en) | 2020-01-28 | 2021-11-19 | (주)다스 | A Method For Diagnosing a Condition of a Construction Based on Detecting a Dynamic Displacement of a Sensor Array |
KR20210155065A (en) * | 2020-06-15 | 2021-12-22 | 한국과학기술원 | A method of estimating displacement of a bridge and an electronic device to estimate displacement of a bridge |
WO2021256749A1 (en) * | 2020-06-15 | 2021-12-23 | 한국과학기술원 | Method and electronic device for estimating displacement of bridge |
KR20220053333A (en) * | 2020-10-22 | 2022-04-29 | 중앙대학교 산학협력단 | Bridge Displacement Estimation Using a Co-Located Acceleration and Strain |
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