Method and apparatus for locating objects using parametric inversion

Information

  • Patent Grant
  • 6700381
  • Patent Number
    6,700,381
  • Date Filed
    Monday, April 8, 2002
    22 years ago
  • Date Issued
    Tuesday, March 2, 2004
    20 years ago
Abstract
An apparatus for locating a target object using parametric inversion employs a signal injector capable of injecting a signal into the target object, wherein at least a portion of the target object is buried, a magnetic field receiver, a matching processor for matching to a magnetic field received by the magnetic field receiver a parametric magnetic field distribution model corresponding to the target object and at least one other object, and a locating processor for locating the target object using parameters from the parametric magnetic field distribution model. A method for locating a target object using parametric inversion injects a signal into the target object, at least a portion of which is buried, receives a magnetic field radiated from the target object, matches to the received magnetic field a parametric magnetic field distribution model corresponding to the target object and at least one other object, and locates the target object using parameters from the parametric magnetic field distribution model.
Description




BACKGROUND OF THE INVENTION




The present invention relates to parametric inversion systems and methods, and more particularly to parametric inversion systems and methods for locating objects.




It is important during excavation to have a precise map of the subsurface so as to avoid damaging existing utilities such as water, gas, and electric lines. For example, when new pipes are to be installed in a certain area, the location of any existing pipes in that area must be known to avoid damage to them when the trenches for the new pipes are being excavated. The lack of accurate subsurface maps for construction sites results in thousands of broken pipes and billions of dollars in repair costs each year.




With conventional pipe-location equipment, a single-frequency current is injected into a pipe, and the magnetic field of this current is measured on the surface with a single hand-held device. If only a single straight pipe is present, the conventional pipe-location equipment can accurately determine the direction and depth of the pipe from the measured values of the magnetic field on the surface. However, if more than one pipe is present or if a pipe bends significantly, this conventional equipment fails to give an accurate estimate of the pipe location. The reason for this failure is that the method used by the conventional pipe-location equipment is based on the assumption that only a single pipe is present in the subsurface. The parametric inversion systems and methods of the present invention are not based on this restrictive assumption, and can be used to accurately locate multiple pipes and bent pipes in complex environments.




A parametric inversion system consistent with the present invention can overcome the disadvantages of conventional systems. Further, a parametric inversion system consistent with the present invention can fit onto a moving vehicle, trailer, or portable housing so that subsurface images can be formed as the system is moving.




SUMMARY OF THE INVENTION




The present invention provides a methodology for locating objects using parametric inversion. Additional features and advantages of the invention will be set forth in the description which follows, and in part, will be apparent from the description, or may be learned by practicing the invention. The objectives and other advantages of the invention will be realized and obtained by the method and apparatus particularly pointed out in the written description and the claims hereof as well as in the appended drawings.




To achieve these and other advantages and in accordance with the purpose of the invention, as embodied and broadly described, a system according to the invention locates an object using parametric inversion. An apparatus for locating a target object using parametric inversion comprises a signal injector capable of injecting a signal into the target object, wherein at least a portion of the target object is buried, a magnetic field receiver, a matching processor for matching to a magnetic field received by the magnetic field receiver a parametric magnetic field distribution model corresponding to the target object and at least one other object, and a locating processor for locating the target object using parameters from the parametric magnetic field distribution model.




A method for locating a target object using parametric inversion comprises injecting a signal into the target object, at least a portion of which is buried, receiving a magnetic field radiated from the target object, matching to the received magnetic field a parametric magnetic field distribution model corresponding to the target object and at least one other object, and locating the target object using parameters from the parametric magnetic field distribution model.




Both the foregoing general description and the following detailed description are exemplary and explanatory and are intended to provide further explanation of the invention as claimed.











DESCRIPTION OF THE FIGURES




The accompanying drawings, which are incorporated in and constitute part of the specification, illustrate an embodiment of the invention and together with the general description given above and detailed description of the embodiment given below, serve to explain the principles of the invention.





FIG. 1

is a block diagram of an embodiment of an apparatus for locating objects consistent with the present invention;





FIG. 2

is a block diagram of an embodiment of a receiver consistent with the present invention;





FIG. 3

is a schematic diagram of an embodiment of the present invention usable for locating objects;





FIG. 4

is a schematic diagram of an embodiment of the present invention which can be used to locate objects;





FIG. 5

is a flow diagram of a method for locating an object consistent with the present invention;





FIG. 6

is a schematic diagram of an embodiment of a mobile vehicle-based system for locating objects consistent with the present invention;





FIG. 7

is a schematic diagram of an embodiment of a mobile vehicle-based system for locating objects consistent with the present invention;





FIG. 8

is a schematic diagram of an embodiment of a mobile vehicle-based system for locating objects consistent with the present invention; and





FIG. 9

is a schematic diagram of an embodiment of a portable locating device consistent with the present invention.











DETAILED DESCRIPTION OF THE INVENTION




A method and apparatus is disclosed for locating buried objects using parametric inversion.

FIG. 1

is an embodiment of an apparatus


100


for identifying buried objects using parametric inversion consistent with the present invention. Apparatus


100


includes clamp


102


, transmitter


104


, receiver


106


, and signal processor


108


(containing a matching processor and locating processor, not shown). Clamp


102


can be, for example, an inductive clamp or a conductive clamp. In an embodiment consistent with the present invention transmitter


104


and receiver


106


comprise a number of transmit and receive array elements, respectively. For example, as depicted in the block diagram of

FIG. 2

, receiver


106


comprises an array of receiver elements


202


aligned perpendicularly to the direction of motion of receiver


106


. Alternatively, receiver


106


can be a synthetic array, i.e., a single receiver moved over the ground to simulate an array.




Radiodetection Corp. distributes a model HCtx-2 transmitter including clamps (for both inductive and conductive coupling) suitable for performing the operations of transmitter


104


and clamp


102


. Receiver


106


detects a magnetic field at the transmitter frequency. An example of a suitable receiver for use in embodiments consistent with the present invention includes the PDL-2 receiver from Radiodetection.





FIG. 3

is a schematic diagram of an environment where an embodiment consistent with the present invention can be used to locate buried objects using parametric inversion. In

FIG. 3

hydrant


302


protrudes from the ground


304


. Target pipe


306


supplies water to hydrant


302


. Running alongside target pipe


306


is secondary pipe


308


. Apparatus


300


comprising receiver


106


, signal processor


108


, transmitter


104


, and clamp


102


consistent with the present invention, locates target pipe


306


accurately without being confused by the presence of other nearby objects, such as secondary pipe


308


.




To locate a buried object using an embodiment consistent with the present invention, an operator places clamp


102


on a portion of the object exposed above ground, e.g., hydrant


302


. Transmitter


104


, now coupled to hydrant


302


through clamp


102


, injects a signal, for example, in the approximately 100 Hz to 100 kHz range into target pipe


306


. Accordingly, a current that oscillates at the transmitter frequency is created in target pipe


306


.




The current flowing in target pipe


306


causes current to flow on nearby pipes, such as secondary pipe


308


. The current in the target and secondary pipes together create a magnetic field that can be measured on or above the surface of ground


304


using receiver


106


. In an embodiment consistent with the present invention, the magnetic field corresponding to the current running through the target and secondary pipes is received at more than one elevation above the ground


304


by receiver


106


. For example, receiver


106


can be positioned to receive the magnetic field at the ground surface and at one foot above the ground surface. Signal processor


108


processes the magnetic field signal received by receiver


106


to obtain two-dimensional maps of the magnetic field.




In another embodiment consistent with the present invention, transmitter


104


is modified to transmit at multiple frequencies simultaneously. Clamp


102


is modified to inductively or conductively couple to multiple pipes at each of the frequencies generated by the transmitter. Accordingly, currents at different frequencies can be injected into multiple pipes simultaneously, with one frequency injected per pipe. Under this approach, each of the pipes receiving a different transmitter frequency is considered a target pipe. Receiver


106


receives the magnetic field at the different transmitter frequencies. Signal processor


108


processes the magnetic field signal received by receiver


106


at the different frequencies and generates two-dimensional maps of the magnetic field to locate the buried object.




An embodiment consistent with the present invention for locating object by injecting signals into two pipes is shown in FIG.


4


. In addition to the elements in

FIG. 3

,

FIG. 4

includes a second apparatus


410


including receiver


412


, signal processor


414


, and transmitter


416


. Although


410


is depicted as a separate apparatus in

FIG. 4

, multiple receivers, signal processors, and transmitters can be combined (all or in part) in a single housing. Moreover, what are shown as separate receiver, signal processor, and transmitter elements can also be combined.




In

FIG. 4

, hydrant


302


connects to pipe


306


and hydrant


418


connects to pipe


308


. Clamp


102


of apparatus


300


is connected to hydrant


302


and clamp


420


is connected to hydrant


418


. After the connections are made to the hydrants, apparatus


300


injects a signal at a first frequency into pipe


306


through hydrant


302


and apparatus


410


injects a signal at a second frequency into pipe


308


through hydrant


418


. The receivers and signal processors in apparatus


300


and apparatus


410


process the magnetic field corresponding to the signals injected at the two transmitter frequencies to locate the underground pipes.




An embodiment of signal processor


108


consistent with the present invention implements an algorithm for creating two-dimensional maps of the magnetic field for locating buried objects, e.g., pipes. When implementing the algorithm, the signal processor maps the environment depicted in

FIG. 3

to a three-dimensional Cartesian coordinate system. The half space above ground


304


is z>0. Pipes are buried beneath the ground, i.e., in the region z<0. B


x


({overscore (r)}), B


y


({overscore (r)}), and B


z


({overscore (r)}) are the x, y, and z components, respectively, of the magnetic field detected by receiver


106


at a point {overscore (r)}. When the receiver is constructed as an array of receiver elements, B


x


({overscore (n)}), B


y


({overscore (n)}), and B


z


({overscore (n)}) are the output of the receiver array elements in the x, y, and z directions at each of the receiver elements, i=1, 2, 3, . . . , N


r


, where N


r


is the number of receiver locations. For example, when the magnetic field is measured at two heights on an N


x


xN


y


grid, the total number of receiver locations is N


r


=2N


x


N


y


.




When locating objects by injecting a signal into the buried pipes having a frequency in the range of 100 Hz to 100 KHz range, the spatial dependence of B


x


({overscore (r)}), B


y


({overscore (r)}), and B


z


({overscore (r)}) can be approximated by the spatial dependence of the magnetic field due to static line currents that flow along the pipes. The shape of the buried pipes can be modeled as piecewise straight lines. The injected signal creates a line current in the pipes. For example, the line current between two points on a buried pipe {overscore (r)}


a


and {overscore (r)}


b


is {overscore (I)}


ab


. The magnetic field corresponding to the line current {overscore (I)}


ab


can be computed by signal processor


108


using a parametric model given by the following equation:











B
_



(


r
_

,


r
_

a

,


r
_

b

,


I
_

ab


)


=




μ
0


4

π






I
_

ab







r
_

a



r
_

b







r
_

-


r
_






&LeftBracketingBar;


r
_

-


r
_




&RightBracketingBar;

3










s







=




μ
0





I
_

ab



(


r
_

-


r
_

a


)




4


π


(



&LeftBracketingBar;


r
_

-


r
_

a


&RightBracketingBar;

2

-


[




I
_

^

ab

·

(


r
_

-


r
_

a


)


]

2


)






[






I
_

^

ab

·

(



r
_

b

-

r
_


)



&LeftBracketingBar;



r
_

b

-

r
_


&RightBracketingBar;


-





I
_

^

ab

·

(



r
_

a

-

r
_


)



&LeftBracketingBar;



r
_

a

-

r
_


&RightBracketingBar;



]







(
1
)













The variable {overscore ({circumflex over (I)})}


ab


=({overscore (r)}


b


−{overscore (r)}


a


)/|{overscore (r)}


b


−{overscore (r)}


a


| is a unit vector in the direction of current {overscore (I)}


ab


=I


ab


{overscore ({circumflex over (I)})}


ab


, and μ


0


=1.256·10


−6


H/m is the permeability of a vacuum. The symbol {circumflex over (×)} is the vector cross product operator. A general curved path model for a pipe could be used instead of the straight-line model in equation (1). The magnetic field of a curved path segment that begins at {overscore (r)}


a


and ends at {overscore (r)}


b


is given by the integral term in equation (1) with the term “{overscore (I)}


ab


{circumflex over (×)}” moved under the integral sign. Thus, the integral becomes










r
_

a



r
_

b







I
_

ab





r
_

-


r
_






&LeftBracketingBar;


r
_

-


r
_




&RightBracketingBar;

3












s



.












The value







μ
0


4





π











is one example of a multiplier consistent with the present invention. One skilled in the art will recognize that other multipliers are also appropriate. For example, one skilled in the art will recognize that other values for permeability can be used to compute the measured magnetic field, some of these values will lead to a variation of the equation above.




Signal processor


108


constructs a model for the pipes buried beneath the ground using the magnetic field. For example, consider a model containing N pieces of line current having endpoints given by {overscore (r)}


ap


and {overscore (r)}


bp


with p=1, 2, 3, . . . , N. The corresponding current strengths are {overscore (I)}


abp


. To match the model for the pipes to the received field, signal processor A08 computes a cost function from the x component of the magnetic field using the equation:











C
x



(



r
_

a1

,


r
_

a2

,





,


r
_

aN

,


r
_

b1

,


r
_

b2

,





,


r
_

bN

,


I
_

ab1

,


I
_

ab2

,





,


I
_

abN


)


=




i
=
1


N
r











p
=
1

N



&LeftDoubleBracketingBar;



B
x



(



r
_

i

,


r
_

ap

,


r
_

bp

,


I
_

abp


)





&LeftBracketingBar;

-


B
x
o



(


r
_

i

)



&RightBracketingBar;

a









(
2
)













The variable α is a positive constant. For example, when α is 2, this creates a least squared error objective function. The variable B


x




O


is the x component of the observed magnetic field. Similar cost functions can be computed for other components of the magnetic field.




Signal processor


108


computes parameters of the model by parametric inversion, for example, endpoints {overscore (r)}


ap


, endpoints {overscore (r)}


bp


, and currents {overscore (I)}


abp


in a manner that reduces the cost function in equation (2), and results in values for the modeled current that are close to the actual value of the current running through the pipes. In an embodiment consistent with the present invention, parametric inversion computations performed by signal processor


108


to compute equation (2) follow Newton optimization techniques such as those implemented the Optimization Toolbox in the MATLAB program available from Mathworks.





FIG. 5

is a flow diagram of a method for locating a target object consistent with the present invention comprising injecting a signal generated by transmitter


104


into the target object through clamp


102


(step


502


). Receiver


106


receives a magnetic field radiated from the target object (step


504


). Signal processor


108


matches to the received magnetic field a parametric magnetic field distribution model corresponding to the target object and at least one other object (e.g., as given in equation 1) (step


506


). Signal processor


108


locates the target object using parameters from the parametric magnetic field distribution model (step


508


).




The signal processor functions described above can be implemented using a single processor or a group of processors that execute a software program stored in memory, wherein the software relates to each of the above-described system operations. Moreover, in embodiments consistent with the scope of the present invention, the functions described herein can be implemented entirely in hardware, or in embodiments allocating the described functions among hardware and software elements. These and other embodiments that one skilled in the art will recognize are consistent with the scope of the present invention still fall within the scope of the invention.




The operation of the system elements as defined above provide an efficient system to rapidly and accurately locate buried objects. Therefore, in accordance with the present invention, the disclosed system elements can be housed in many types of structures, including portable and mobile structures to allow rapid and accurate real-time surveying of a region of interest.





FIG. 6

is a diagram of a mobile vehicle


600


with a system for locating a target object consistent with the present invention. An extendable and retractable clamp


602


is mounted on mobile vehicle


600


. Unit


608


houses signal processor


604


and transmitter


606


. Clamp


602


injects a signal generated by transmitter


606


into a target pipe


610


by clamping to hydrant


612


. Receiver


614


attaches to arm


616


, which attaches to the back of vehicle


600


. Signal processor


604


processes the signal received by receiver


614


as described in greater detail above and can display an image of the target on display


616


.





FIG. 7

is a diagram of mobile vehicle


600


where unit


708


houses signal processor


604


, but does not contain a transmitter. Instead, transmitter


706


clamps to hydrant


612


and is not transported by the mobile vehicle.





FIG. 8

is a diagram of a mobile vehicle


800


consistent with the present invention where one or more of receiver


614


, signal processor


604


, transmitter


606


, and clamp


602


can be housed in trailer


802


and pulled behind the vehicle over the target


610


.





FIG. 9

is a diagram of a portable housing


902


containing a locating system consistent with the present invention. In the embodiment shown in

FIG. 9

, housing


902


contains a clamp, a transmitter, a receiver, and a signal processor as described in greater detail above. An operator


904


may guide portable housing


902


over the ground using handle


906


. Portable housing


902


may have, for example, wheels


908


or a skid pad (not shown). An embodiment of portable housing


902


can also be made sufficiently light to allow an operator to carry the entire system, thereby alleviating the need for wheels, skid pads, or similar structure to guide the housing over the ground.




It will be apparent to those skilled in the art that various modifications and variations can be made to the disclosed embodiments of the present invention without departing from the spirit or scope of the invention. Thus it is intended that the present invention cover the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents.



Claims
  • 1. A method for locating a target object, at least a portion of which is buried, comprising:injecting a signal into the target object; receiving a magnetic field radiated from the target object; determining parameters in a parametric magnetic field distribution model corresponding to the target object and at least one other object so that the difference between the model and the received magnetic field minimizes a preselected cost function; and locating the target object using parameters from said parametric magnetic field distribution model.
  • 2. The method of claim 1, wherein the determining step comprises the substep of:selecting a parametric magnetic field distribution model corresponding to at least two substantially linear objects.
  • 3. The method of claim 1, wherein the determining step comprises the substep of:selecting a parametric magnetic field distribution model that models a substantially curved region in said target object as at least two linear objects.
  • 4. The method of claim 1, further comprising the step of:injecting at least one additional signal into an object other than the target object to create the magnetic field, and wherein the determining step further comprises the substep of using the injected at least one additional signal to generate a match.
  • 5. The method of claim 1, where the determining step includes the substep of using a parametric magnetic field distribution model at a receiver location {overscore (r)}, the model including at least a term corresponding to {overscore (B)}({overscore (r)}, {overscore (r)}z, {overscore (r)}b, {overscore (I)}ab) having the form: k⁢I_ab⊗∫r_ar_b⁢r_-r_′&LeftBracketingBar;r_-r_′&RightBracketingBar;3⁢ ⁢ⅆr′where: {overscore (B)} is the modeled magnetic field; {overscore (I)}ab is points and b the target object; k is a multiplier; {overscore (r)}a is a first point on the target object; and {overscore (r)}b is a second point on the target object.
  • 6. The method of claim 1, further comprising:displaying the target object location.
  • 7. The method of claim 1, wherein the step of receiving a magnetic field radiated from the target comprises the substep of:receiving the magnetic field at at least two elevations above the target object.
  • 8. An apparatus for locating a target object, at least a portion of which is buried, comprising:a signal injector capable of injecting a signal into the target object; a magnetic field receiver; a processor for determining parameters in a parametric magnetic field distribution model corresponding to the target object and at least one other object so that the difference between the model and a magnetic field received by said magnetic field receiver minimizes a preselected cost function; and a locating processor for locating the target object using parameters from said parametric magnetic field distribution model.
  • 9. The apparatus of claim 8, wherein the processor comprises:a parametric magnetic field distribution model corresponding to at least two substantially linear objects.
  • 10. The apparatus of claim 8, wherein the processor comprises:a parametric magnetic field distribution model that models a substantially curved region in said target object as at least two linear objects.
  • 11. The apparatus of claim 8, further comprising:an injector for injecting at least one additional signal into an object other than the target object to create the magnetic field; and wherein the processor further comprises a processor for using the injected at least one additional signal to generate a match.
  • 12. The apparatus of claim 8, wherein the processor further comprises a parametric magnetic field distribution model at a receiver location {overscore (r)}, the model including at least a term corresponding to {overscore (B)}({overscore (r)}, {overscore (r)}a, {overscore (r)}b, {overscore (I)}ab) having the form: k⁢I_ab⊗∫r_ar_b⁢r_-r_′&LeftBracketingBar;r_-r_′&RightBracketingBar;3⁢ ⁢ⅆr′where: {overscore (B)} is the modeled magnetic field; {overscore (I)}ab is a line current between points a and b on the target object; k is a multiplier; {overscore (r)}a is a first point on the target object; and {overscore (r)}b is a second point on the target object.
  • 13. The apparatus of claim 8 further comprising:a target object display.
  • 14. The apparatus of claim 8, wherein at least one of said signal injector, magnetic field receiver, matching processor, and locating processor is mounted in a mobile platform.
  • 15. The apparatus of claim 8, wherein at least one of said signal injector, magnetic field receiver, matching processor, and locating processor is mounted in a portable platform.
  • 16. A computer program product for use in a computer adapted for locating a target object, at least a portion of which is buried, the computer program product comprising a computer readable medium for storing computer readable code means, which when executed by the computer, enables the computer to locate the target object, and wherein the computer readable code means includes computer readable instructions for causing the computer to execute a method comprising:injecting a signal into the target object; receiving a magnetic field radiated from the target object; determining parameters in a parametric magnetic field distribution model corresponding to the target object and at least one other object so that the difference between the model and the received magnetic field minimizes a preselected cost function; and locating the target object using parameters from said parametric magnetic field distribution model.
  • 17. The computer program product of claim 16, wherein the computer readable code means further includes computer readable instructions for causing the computer to compute parameters of a parametric magnetic field distribution model at a receiver location 7, the model including at least a term corresponding to {overscore (B)}({overscore (r)}, {overscore (r)}a, {overscore (r)}b, {overscore (I)}ab) having the form: k⁢I_ab⊗∫r_ar_b⁢r_-r_′&LeftBracketingBar;r_-r_′&RightBracketingBar;3⁢ ⁢ⅆr′where: {overscore (B)} is the modeled magnetic field; {overscore (I)}ab is a line current between points a and b on the target object; k is a multiplier; {overscore (r)}a is a first point on the target object; and {overscore (r)}b is a second point on the target object.
  • 18. An apparatus for locating a target object, at least a portion of which is buried, comprising:means for injecting a signal into the target object; means for receiving a magnetic field radiated from the target object; means for determining parameters in a parametric magnetic field distribution model corresponding to the target object and at least one other object so that the difference between the model and the received magnetic field minimizes a preselected cost function; and means for locating the target object using parameters from said parametric magnetic field distribution model.
  • 19. The apparatus of claim 18, wherein the means for determining further comprises:means for selecting a parametric magnetic field distribution model corresponding to at least two substantially linear objects.
  • 20. The apparatus of claim 18, wherein the means for determining further comprises:means for selecting a parametric magnetic field distribution model that models a substantially curved region in said target object as at least two linear objects.
  • 21. The apparatus of claim 18, further comprising:means for injecting at least one additional signal into an object other than the target object to create the magnetic field; and wherein the means for determining further comprises means for using the injected at least one additional signal to generate a match.
  • 22. The apparatus of claim 18, where the means for matching determining further comprises means for using a parametric magnetic field distribution model at a receiver location 7, the model including at least a term corresponding to {overscore (B)}({overscore (r)},{overscore (r)}a, {overscore (r)}b, {overscore (I)}ab) having the form: k⁢I_ab⊗∫r_ar_b⁢r_-r_′&LeftBracketingBar;r_-r_′&RightBracketingBar;3⁢ ⁢ⅆr′where: {overscore (B)} is the modeled magnetic field; {overscore (I)}ab is a line current between points a and b on the target object; k is a multiplier; {overscore (r)}a is a first point on the target object; and {overscore (r)}b is a second point on the target object.
  • 23. The apparatus of claim 18, wherein at least one of said means for injecting, means for receiving, means for determining, and means for locating is mounted in a mobile platform.
  • 24. The apparatus of claim 18, wherein at least one of said means for injecting, means for receiving, means for determining, and means for locating is mounted in a portable platform.
  • 25. A method for locating a target object, at least a portion of which is buried, comprising:injecting a first signal into the target object; injecting a second signal into a secondary object, at least a portion of which is buried; receiving a magnetic field at a first frequency attributable to the target object; receiving a second magnetic field at a secondary frequency attributable to the secondary object; determining parameters in a parametric magnetic field distribution model corresponding to at least two objects so that the difference between the model and the first and second magnetic fields minimizes a preselected cost function; and locating the target object and the secondary object using parameters from said parametric magnetic field distribution model.
  • 26. The method of claim 25, where the determining step includes the substep of using a parametric magnetic field distribution model at a receiver location {overscore (r)}, the model including at least a term corresponding to {overscore (B)}({overscore (r)}, {overscore (r)}a, {overscore (r)}b, {overscore (I)}ab) having the form: k⁢I_ab⊗∫r_ar_b⁢r_-r_′&LeftBracketingBar;r_-r_′&RightBracketingBar;3⁢ ⁢ⅆr′where: {overscore (B)} is the modeled magnetic field; {overscore (I)}ab a line current between points and b the target object; k is a multiplier; {overscore (r)}a is a first point on the target object; and {overscore (r)}b is a second point on the target object.
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