JP2011088260A - Robot control system - Google Patents

Abstract

<P>PROBLEM TO BE SOLVED: To detect sliding between a hand and a component without providing an inspector or a new sensor. <P>SOLUTION: A robot control system includes: an insertion amount calculation part 112; an insertion speed calculation part 113; an insertion force calculation part 114; a work amount calculation part 115; and an area determination part 116. The insertion amount calculation part 112 calculates the moving amount of the hand after contact as insertion amount from each shaft encoder signal of a robot. The insertion speed calculation part 113 calculates insertion speed by differentiating the insertion amount in time. The insertion force calculation part 114 calculates insertion force applied to a part to be fitted based on a force sensor signal arranged at the wrist of the robot. The work amount calculation part 115 calculates work amount during insertion work by time-integrating the product of the insertion speed and the insertion force. The area determination part 116 determines that sliding is caused when the trajectory of the insertion amount and the work amount goes out of a preset closed area. <P>COPYRIGHT: (C)2011,JPO&INPIT

Description

  The present invention relates to slip detection between a robot hand and a gripping workpiece during various handling operations in a robot control system such as a gripping workpiece moving operation, insertion operation, and assembly operation by a robot hand.

First, a general industrial robot will be described, and a system configuration for impedance control and a method for realizing the fitting / insertion work by impedance control will be described as a force sensor utilization technique for the fitting / insertion work.
Here, the impedance control is a position for setting the mechanical impedance (inertia, damping coefficient, rigidity) generated when an external force is applied to the hand of the robot to a value convenient for the intended work. It is a force control technique.
A passive impedance method that changes the impedance of the hand by attaching a mechanical element such as a spring or a damper to the hand of the robot, and an active impedance method that changes the impedance by feedback control using measured values such as the position, speed, and force of the hand is there.

FIG. 6 is a configuration diagram of a conventional industrial robot. In FIG. 6, reference numeral 101 denotes a robot, which is a manipulator having a plurality of joint axes and links. Each joint shaft has a built-in drive motor with an encoder, and each joint can be driven independently. Reference numeral 102 denotes a controller of the robot 101, which constitutes feedback control (position control system) based on the encoder signals of the respective joint axis drive motors and controls the movement of the robot 101. Reference numeral 103 denotes a portable teaching operation panel, which is an interface for a teacher to manually (JOG) operate the robot and create / edit an operation program. The portable teaching operation panel 103 mainly includes an operation button group 103a and a display screen 103b. Reference numeral 104 denotes an end effector provided at the wrist of the robot 101. The end effector attaches various tools according to the application. In the case of FIG. 6, a hand (gripper) for gripping the component is attached.

  FIG. 7 shows a block diagram of an industrial robot with impedance control. Reference numeral 105 denotes a six-axis force sensor attached to the wrist of the robot 101, and can measure the forces in the XYZ directions and the moments around the axes. Reference numeral 106 denotes an impedance control unit configured in the controller 102, and configures a feedback control system based on signals from the force sensor 105 and each axis encoder. The impedance control unit 106 outputs a torque command or a current command for each drive motor, and the actuator drive amplifier unit 107 supplies power to each drive motor based on the torque (or current) command value. An operation program storage unit 108 stores an operation program created (teached) on the portable teaching operation panel in the controller. An operation program execution unit 109 interprets and executes the operation program stored in the operation program storage unit 108 and gives an operation command to the impedance control unit 106. Reference numeral 110a denotes a work (for example, a fitting part) gripped by the end effector 104, and 110b denotes a target work (for example, a fitting part). Taking the fitting operation as an example, it is possible to allow the components to be fitted while allowing a position and orientation error by appropriately adjusting the parameters of the robot 101 in the impedance control state.

  FIG. 8 shows a control block diagram of impedance control. In FIG. 8, 106a is a position control system, which outputs the torque (or current command) of each drive motor to the actuator drive amplifier 107 based on the position command of each joint axis and the current position (feedback). Fref is a force moment command (force moment target value), and Ffb is a force moment feedback value. θref is a position command (joint coordinate system) sent from the operation program execution unit 109, and δθ is a position correction amount calculated by the impedance control calculation unit 106b. First, the impedance control calculation unit 106b calculates the position correction amount δP in the orthogonal coordinate system based on Fref and Ffb according to the following equation (106c).

δP = (Ms ² + Ds + K) ⁻¹ (Fref−Ffb) (1)
Here, M, D, and K are an inertia matrix, a viscosity coefficient matrix, and a stiffness matrix (spring constant), respectively. Usually, these are set as a diagonal matrix, and impedance characteristics independent of each axis are set. Moreover, s is a Laplace operator and corresponds to the first derivative with respect to time.
The position correction amount δP in the orthogonal coordinate system is decomposed into the position correction amount δθ in the joint coordinate system using the Jacobian matrix J (θ) by the following equation (106d).

δθ = J (θ) ^-1 δP (2)
By giving a position command θref ′ obtained by adding δθ to θref to the position control system 106a, the robot operates while maintaining the characteristics designated by M, D, and K with respect to external force and moment. For example, the robot operates like a spring against an external force due to K, and at that time, M and D are reduced to operate lightly and smoothly.

  To insert by impedance control, first, as shown in FIG. 2A, the fitting part 110a is gripped by the hand 104 and aligned on the shaft with the hole of the fitting part 110b. In this state, the robot 101 is switched from the position control to the impedance control state, and an appropriate force command is given from the operation program execution unit 109 to the impedance control unit 106, so that the position error in the XY directions as shown in FIG. In addition, the fitting part 110a can be inserted up to the hole bottom of the fitting part 110b while absorbing the rotation error around the X axis and the Y axis.

Patent Document 1 is disclosed as a technique for detecting slippage between a hand and a workpiece.
Patent Document 1 monitors the force applied when a workpiece is lifted by a strain gauge provided on the arm portion, and detects the slip of the workpiece by detecting the peak value of the force that changes from static friction to dynamic friction when the workpiece slides. is doing.

JP 59-124589

    Patent Document 1 has a problem that it cannot be applied to insertion work because a peak value cannot be detected when a force other than gravity acts on a workpiece.

The amount of movement (insertion amount) of the hand 104 after contact detection is calculated from each axis encoder signal, and the success or failure of the work can be determined based on whether or not the insertion amount has reached the depth L of the hole. However, if slip occurs between the hand 104 and the fitting part 110a during insertion, the state shown in FIG. 2C is obtained, and the amount of insertion calculated from the encoder signal is sufficient, but the actual part is sufficient. The situation that it is not inserted in occurs. Such slipping occurs irregularly due to deterioration (wearing, etc.) of the surface of the hand fingers or the state of parts (grease adhesion). Therefore, it is necessary to arrange workers who check the success or failure of work. Therefore, it is necessary to separately arrange an expensive image sensor for determining the occurrence of defective products.

  The present invention detects a slip between a hand and a part without providing an inspector or a new sensor, and between a hand and a work (fitting part) without providing a new sensor other than a force sensor. An object of the present invention is to provide a robot control system for accurately detecting slippage.

In order to solve the above problem, the present invention is configured as follows.
A robot control that includes a robot arm and a controller that has an impedance control unit and drives the robot arm, and detects a slip between the gripping component and the hand when handling the gripping component of the hand provided on the robot arm. A system,
A force sensor that detects a force acting on the hand; a force calculation unit that calculates a force applied to the hand from a force sensor signal of the force sensor; and the component from a position detection signal of each joint axis drive motor of the robot arm. A movement amount calculation unit that calculates the movement amount of the movement amount, a movement speed calculation unit that calculates a movement speed of the movement amount, a work amount consumed during movement by time-integrating the product of the force applied to the hand and the movement speed In a two-dimensional plane having a work amount calculation unit for calculating the movement amount as a first axis and the work amount as a second axis, at least a part of a trajectory of the time change of the movement amount and the work amount is An area determination unit that determines whether the area is inside or outside the set area is provided.

Further, according to the present invention, the region determination unit is configured such that the amount of movement when the handling operation is completed and the amount of work are outside a closed region set in advance in the two-dimensional plane. It is determined that slip has occurred.
In addition, the region determination unit is configured to detect the gripping component when the movement amount from the start to the completion of the handling operation and a part of the locus of the work amount are outside a preset closed region in the two-dimensional plane. It is characterized in that it is determined that slip between hands has occurred.
In addition, the handling operation is test-run a plurality of times, a trajectory storage unit that stores a plurality of trajectories that are temporal changes in the movement amount and the work amount during the test operation, and the plurality of trajectories stored by the trajectory storage unit A trajectory selection unit for selecting and selecting, a plurality of trajectories selected by the trajectory selection unit, a region extraction unit for extracting a closed region including a part or the whole of the trajectory, and the region extraction unit extracting the closed region A trajectory region display unit for displaying a closed region and the plurality of trajectories on a two-dimensional plane having a movement amount as a first axis and a work amount as a second axis; and the closed region displayed on the trajectory region display unit. A closed region editing unit for editing is provided.
Further, the region extracting unit extracts a closed region including a locus point group at the time of completion of insertion in the locus.

The region extracting unit extracts a closed region including all the trajectories from the start to completion of the trajectory insertion.
In addition, the region determination unit performs region determination on the trajectory during playback using the closed region extracted by the region extraction unit during a test operation.
Further, the handling operation is an insertion operation.
The handling operation is a linear movement.
The movement amount is a movement amount at the time of playback.
In addition, when the area determination unit determines that the slip between the gripped part and the hand has occurred, a warning about the occurrence of the slip is issued.
Further, the work amount is a work amount at the time of playback.

In addition, a robot arm and a controller having an impedance control unit for driving the robot arm are provided, and slipping between the gripping part and the hand is detected when handling the gripping part of the hand provided on the robot arm. A robot control system,
A force sensor that detects a force acting on the hand; a force calculation unit that calculates a force applied to the hand from a force sensor signal of the force sensor; and the component from a position detection signal of each joint axis drive motor of the robot arm. A movement amount calculation unit that calculates the movement amount of the movement amount, a movement speed calculation unit that calculates a movement speed of the movement amount, a work amount consumed during movement by time-integrating the product of the force applied to the hand and the movement speed And when there is no slip and the trajectory of the change over time of the amount of movement and the amount of work in a two-dimensional plane with the amount of movement as the first axis and the amount of work as the second axis. An area determination unit that compares a predetermined area is provided.

According to the present invention, during various handling operations such as moving work, inserting work, and assembling work of a gripping work by a robot hand, the slip between the hand and the gripping component is accurately detected without providing a new sensor other than the force sensor. be able to.
Especially in the case of insertion work, it is determined whether the consumed work and the locus of the insertion quantity are inside or outside the preset area, so that the force sensor and robot arm used for the insertion work There is an effect that the presence or absence of slippage between the hand and the workpiece can be accurately detected only from the inherent position information.

In the present invention, the work is executed several times during the test operation, the plurality of trajectories of the work amount and the movement amount consumed during the work are stored, and the closed region including the selected trajectory is extracted from the trajectory. There is an effect that it is possible to easily set an area necessary for slip detection during playback.
Since the force detection signal of the force sensor that detects the wrist force is input to both the impedance control unit 109 and the force calculation unit 114, there is no need to newly provide a slip detection sensor. Thus, both the force sensor for impedance control and the force sensor for slip detection can be shared by one force sensor.

Configuration diagram of slip detection device during insertion work of the present invention Diagram explaining the presence or absence of slipping during insertion work Diagram explaining time response of insertion force and amount during insertion work The figure explaining the state of the amount of insertion and work at the time of insertion work completion, and a closed region The figure explaining the trajectory group and closed region of the insertion amount and work amount during the insertion work General work robot configuration diagram Force control device configuration diagram Impedance control block diagram

  Hereinafter, embodiments of the present invention will be described with reference to the drawings.

In the present embodiment, slip detection is performed during various handling operations such as a gripping workpiece moving operation, insertion operation, and assembly operation by a robot hand. In the following, for convenience of explanation, an insertion operation will be described as an example. In the case of general handling work, the insertion amount calculation unit 112, the insertion speed calculation unit 113, and the insertion force calculation unit 114 correspond to a movement amount calculation unit, a movement speed calculation unit, and a force calculation unit, respectively. Since the above-described handling work may be a linear movement region, it is possible to detect slipping during various handling work such as gripping work movement work, insertion work, and assembly work.
FIG. 1 is a configuration diagram of a slip detection device during insertion work according to the present invention. In the figure, the same names as those in FIGS.
In FIG. 1, reference numeral 111 denotes a slip detection device during insertion work, which is divided into configurations 112 to 118 mounted inside the robot controller 102 and configurations 119 to 121 mounted inside the portable teaching operation panel 103.
Reference numeral 112 denotes an insertion amount calculation unit (movement amount calculation unit) that calculates the movement amount (insertion amount) of the hand 104 after contact detection from each axis encoder signal of the robot 101. Reference numeral 113 denotes an insertion speed calculation unit (movement speed calculation unit) that calculates the insertion speed by differentiating the insertion amount obtained from the insertion amount calculation unit with respect to time. 114 is an insertion force calculation unit (force calculation unit) that calculates an insertion force applied to the mated component 110b by the mating component 110a gripped by the hand 104 based on a signal from the force sensor 105 provided on the wrist of the robot 101. ). Reference numeral 115 denotes a work amount calculation unit that calculates a work amount (energy consumption amount) during the insertion work from the insertion speed and the insertion force. Reference numeral 116 denotes an area determination unit that determines whether the insertion amount and the work amount are within the specified area. Reference numeral 117 denotes a trajectory storage unit that stores an insertion amount and a work amount trajectory from the start to the end of insertion. Reference numeral 118 denotes a region extraction unit that extracts a closed region including a locus stored in the locus storage unit or a part thereof.

  Reference numeral 119 denotes a trajectory region display unit that displays the insertion amount and work amount trajectories stored in the trajectory storage unit 117 and the closed region extracted by the region extraction unit on the display 103b of the portable teaching operation panel. Reference numeral 120 denotes a trajectory sorting unit that designates the trajectory displayed on the trajectory area display unit 119 by designating the presence or absence of slipping during insertion work. An area editing unit 121 edits the area displayed on the locus area display unit 119.

Next, the operation principle of the slip detection device during the insertion work described above will be described in detail.
FIG. 3 shows the time response of the insertion force and the insertion amount during the insertion operation. In FIG. 3A, the horizontal axis represents time, and the vertical axis represents the force moment feedback value Ffb detected by the force sensor 105 when the step-like force moment command Fref is applied. In FIG. 3B, the horizontal axis represents time, and the vertical axis represents the insertion amount L, which is the insertion distance. The insertion force is calculated by the insertion force calculation unit 114, and the insertion amount L is calculated by the insertion amount calculation unit 112. These measured values can be detected from the force sensor and the encoder which is the position detection of the motor.
In FIG. 3, 301a and 302a indicated by solid lines are time responses of insertion force and insertion amount when normal (no slippage). On the other hand, 301b and 302b indicated by broken lines are time responses of the insertion force and the insertion amount at the time of abnormality (slip occurrence), respectively. The insertion force when slipping occurs is smaller on average than when it does not occur. As a result, the insertion speed increases on average. This state is obvious from FIG. 3B because there is a region where 302b has a larger slope (insertion speed dL / dt) of the response graph than 302a. This region corresponds to a region where slip has occurred. Furthermore, when the work amount during the insertion work is W, the work amount W can be calculated by the work amount calculation unit 115 by the following equation.

Work W = ∫ (insertion speed × insertion force) dt (3)
It has been experimentally confirmed that the work amount W is smaller when slipping occurs.

  It is possible to detect the presence or absence of slipping depending on the size of the average insertion force or the average insertion speed, but it is difficult to set a threshold and there is an area that cannot be judged (slide even if it does not slip at the same value) In some cases, false detection is inevitable. Since the insertion force and the insertion speed change depending on each other as the insertion proceeds, the insertion force, the insertion speed, and the insertion force slip depending on the trajectory characteristics at the time of insertion in the three-dimensional state space with the insertion force as the coordinate axes. In principle, it is possible to detect the presence or absence of. However, since the trajectory in the three-dimensional state space has a complicated shape, it is difficult to express the condition for distinguishing as a mathematical expression. For this reason, it is difficult to automatically detect the presence or absence of slipping in the trajectory of the three-dimensional state space.

  However, paying attention to the above-described work amount and introducing a two-dimensional state plane with the insertion amount and the work amount as coordinate axes, it becomes easy to express the conditions for distinguishing with mathematical expressions, so it is easy to automatically detect the presence or absence of slipping. Become.

  FIG. 4 shows an example of the locus of insertion amount and work amount. The trajectory at the time of insertion is all stored in the trajectory storage unit 117 and displayed on the trajectory region display unit 119 as shown in FIG. In the example of FIG. 4, only the state when the insertion is completed is displayed, not the entire trajectory. In the figure, 401 is a plot when no slip occurs, and 402 is a plot when slip occurs.

  Such a plot is collected during a test run before the assembly line is fully operational. A new plot is added to the trajectory region display unit 119 each time an insertion operation is performed during a test operation. The test operator confirms the true work success / failure (presence / absence of slip) by looking at the actual parts, and registers the presence / absence of slip for the added plot by the trajectory selection unit 120 provided on the display 103b. To go. The presence or absence of the registered slip is reflected in the data of the trajectory storage unit 117. The region extraction unit 118 extracts a closed region including a normal locus plot (401 in FIG. 4) stored in the locus storage unit 117. The extracted region is displayed on the locus region display unit 119 together with the locus. 403 in FIG. 4 is an example of the extracted area. Further, the area editing unit 121 can set margins on the horizontal axis and the vertical axis when extracting an area, and can specify the shape of the area itself (rectangle, circle, etc.). Further, the vertex of the rectangle may be directly changed by dragging with a mouse or a touch pen.

When the assembly line is in full operation, the area determination unit 116 records the amount of insertion and the amount of work during the insertion work, and is normal (sliding) when the state when the insertion is completed is inside the closed area 403 described above. None), if it is outside, it is judged as abnormal (slip occurrence). If the determination result is transmitted to the operation program execution unit, the operation program execution unit can stop the robot 101 when a slip occurs and notify the line monitor of the occurrence of an abnormality.
When the area determination unit determines that a slip has occurred between the gripping part and the hand, a warning sound or a warning display is generated to notify the monitor. The warning display is displayed on the display screen of the portable teaching operation panel 103 or the display screen of an external computer (personal computer) connected to the robot controller 102.

  In the above, the presence / absence of slipping is determined only by the state at the time of insertion completion (FIG. 4). However, when the state group 401 at normal time and the state group 402 are very close at the time of abnormality and the boundary becomes ambiguous, it is difficult to determine the region. There is also. In such a case, determination is made not only on the state at the time of completion of insertion but also on the entire locus from the start of insertion to the completion of insertion as shown in FIG.

  In FIG. 5, reference numeral 501 denotes a trajectory group when normal (no slip), and 502 is a trajectory group when abnormal (slip occurs). Reference numeral 503 denotes a closed region including the normal trajectory group 501 extracted by the region extracting unit 118. The closed region 503 has a trapezoidal shape, and the inside / outside of the region can be easily determined by the four straight lines constituting the side. The region determination unit 116 determines that a slip has occurred when the insertion amount and the work amount trajectory during the insertion work exit from the closed region 503.

  In the above description, the closed region is a quadrangle or trapezoid, but the present invention is not limited to this, and may be another polygon, circle, or ellipse. The operator may select the most appropriate graphic in the area editing unit 121 during the test operation.

  Furthermore, in the above description, an example in which the trajectory region display unit 119, the trajectory selection unit 120, and the region editing unit 121 are mounted on the portable teaching operation panel 103 is shown. However, the present invention is not limited thereto, and the robot controller It may be mounted on an external computer (personal computer) connected to 102, or all may be mounted in the robot controller 102.

  As described above, according to the present invention, since the region is determined using the insertion amount and the locus of the work amount during the insertion operation, the insertion operation can be performed without providing a new sensor other than the force sensor originally required for the insertion operation. There is an effect that it is possible to accurately detect the slip between the inside hand and the part.

  With the slip detection device at the time of insertion work of the present invention, various assembly line processes such as automobile parts and home appliances can be automated using a robot without reducing productivity.

DESCRIPTION OF SYMBOLS 101 Robot 102 Controller 103 Portable teaching operation panel 103a Operation button group 103b Display screen 104 End effector 105 Force sensor 106 Impedance control unit 106a Position control system 106b Impedance control calculation unit 106c Impedance model 106d Speed resolution calculation unit 107 Actuator drive amplifier unit 108 Operation program storage unit 109 Operation program execution unit 110a Fitting component 110b Fitted component 111 Slip detection device 112 Insertion amount calculation unit (movement amount calculation unit)
113 Insertion speed calculator (moving speed calculator)
114 Insertion Force Calculation Unit (Force Calculation Unit)
115 Work Calculation Unit 116 Region Determination Unit 117 Trajectory Saving Unit 118 Region Extraction Unit 119 Trajectory Region Display Unit 120 Trajectory Selection Unit 121 Area Editing Unit 301a Time Response of Insertion Force When No Slip 301b Time Response of Insertion Force When Slip Occurs 302a Time response of insertion amount when no slip occurs 302b Time response of insertion amount when slip occurs 401 State group 402 when insertion completes without slip State group 403 when insertion completes when slip occurs Closed region (rectangular)
501 Trajectory group during insertion work without slip 502 Trajectory group during insertion work when slip occurs 503 Closed region (trapezoid)

Claims (13)

A robot control that includes a robot arm and a controller that has an impedance control unit and drives the robot arm, and detects a slip between the gripping component and the hand when handling the gripping component of the hand provided on the robot arm. A system,
A force sensor for detecting a force acting on the hand;
A force calculator that calculates a force applied to the hand from a force sensor signal of the force sensor;
A movement amount calculation unit for calculating a movement amount of the component from a position detection signal of each joint axis drive motor of the robot arm;
A moving speed calculating unit for calculating a moving speed of the moving amount;
A work amount calculation unit for calculating a work amount consumed during movement by integrating the product of the force applied to the hand and the moving speed over time;
In a two-dimensional plane with the movement amount as the first axis and the work amount as the second axis, at least part of the trajectory of the movement amount and the time change of the work amount is inside or outside the preset region. An area determination unit for determining whether or not
Robot control system provided with   The region determination unit is configured such that slipping between the gripping component and the hand occurs when the movement amount and the work amount at the completion of the handling operation are outside a closed region set in advance in the two-dimensional plane. The robot control system according to claim 1, wherein the determination is performed.   The region determination unit determines whether the movement amount from the start to the completion of the handling operation and a part of the locus of the work amount are between the gripping component and the hand when the portion is outside a closed region set in advance in the two-dimensional plane. The robot control system according to claim 1, wherein it is determined that slippage of the robot has occurred. A trajectory storage unit for performing a plurality of test operations of the handling operation and storing a plurality of trajectories that are temporal changes in the amount of movement and the amount of work during the test operation;
A trajectory selection unit that selects a plurality of the trajectories stored by the trajectory storage unit;
A region extracting unit that extracts a closed region including a part or the whole of the trajectory from a plurality of trajectories selected by the trajectory selecting unit;
A trajectory region display unit that displays the closed region and the plurality of trajectories extracted by the region extraction unit on a two-dimensional plane having a movement amount as a first axis and a work amount as a second axis;
A closed region editing unit for editing the closed region displayed on the locus region display unit;
The robot control system according to claim 1, further comprising:   The robot control system according to claim 4, wherein the region extraction unit extracts a closed region including a locus point group at the time of completion of insertion in the locus.   The robot control system according to claim 4, wherein the region extraction unit extracts a closed region including all the trajectories from the start to the completion of the trajectory insertion.   The region determination unit performs region determination on the trajectory during playback using the closed region extracted by the region extraction unit during a test operation. Robot control system.   The robot control system according to claim 1, wherein the handling operation is an insertion operation.   The robot control system according to claim 1, wherein the handling operation is linear movement.   The robot control system according to claim 1, wherein the movement amount is a movement amount during playback.   3. The robot control system according to claim 2, wherein when the area determination unit determines that a slip between the gripped part and the hand has occurred, a warning about the occurrence of the slip is issued.   The robot control system according to claim 1, wherein the workload is a workload during playback. A robot control that includes a robot arm and a controller that has an impedance control unit and drives the robot arm, and detects a slip between the gripping component and the hand when handling the gripping component of the hand provided on the robot arm. A system,
A force sensor for detecting a force acting on the hand;
A force calculator that calculates a force applied to the hand from a force sensor signal of the force sensor;
A movement amount calculation unit for calculating a movement amount of the component from a position detection signal of each joint axis drive motor of the robot arm;
A moving speed calculating unit for calculating a moving speed of the moving amount;
A work amount calculation unit for calculating a work amount consumed during movement by integrating the product of the force applied to the hand and the moving speed over time;
A region for comparing the amount of movement with a time change locus of the amount of work and a preset region when there is no slip in a two-dimensional plane having the amount of movement as the first axis and the amount of work as the second axis. A determination unit;
Robot control system provided with

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