WO2010096850A1 - Method and apparatus for the robot-controlled gripping and moving of objects - Google Patents
Method and apparatus for the robot-controlled gripping and moving of objects Download PDFInfo
- Publication number
- WO2010096850A1 WO2010096850A1 PCT/AT2010/000055 AT2010000055W WO2010096850A1 WO 2010096850 A1 WO2010096850 A1 WO 2010096850A1 AT 2010000055 W AT2010000055 W AT 2010000055W WO 2010096850 A1 WO2010096850 A1 WO 2010096850A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- objects
- gripping
- points
- gripping points
- moving
- Prior art date
Links
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Programme-controlled manipulators
- B25J9/16—Programme controls
- B25J9/1656—Programme controls characterised by programming, planning systems for manipulators
- B25J9/1669—Programme controls characterised by programming, planning systems for manipulators characterised by special application, e.g. multi-arm co-operation, assembly, grasping
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Programme-controlled manipulators
- B25J9/16—Programme controls
- B25J9/1694—Programme controls characterised by use of sensors other than normal servo-feedback from position, speed or acceleration sensors, perception control, multi-sensor controlled systems, sensor fusion
- B25J9/1697—Vision controlled systems
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T1/00—General purpose image data processing
- G06T1/0014—Image feed-back for automatic industrial control, e.g. robot with camera
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/39—Robotics, robotics to robotics hand
- G05B2219/39484—Locate, reach and grasp, visual guided grasping
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/39—Robotics, robotics to robotics hand
- G05B2219/39536—Planning of hand motion, grasping
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/39—Robotics, robotics to robotics hand
- G05B2219/39542—Plan grasp points, grip matrix and initial grasp force
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/40—Robotics, robotics mapping to robotics vision
- G05B2219/40053—Pick 3-D object from pile of objects
Definitions
- the invention relates to a method for the sequential robot - controlled gripping and moving of objects from a plurality of objects arranged in a defined spatial area, the spatial area with the objects arranged therein being optically detected, the objects being identified on the basis of stored models of the objects and their position in the object is determined on the basis of the potential gripping points stored for all objects, the gripping points of the objects are sorted according to their relevance and due to the relevance of the gripping points a preferably to be gripped object is determined with preferred gripping points, this Object is grabbed by a robot-controlled gripper and moved to a defined destination, and then determines the next preferred object to be gripped with preferred gripping points and then this object grasped and moved to the defined destination we d.
- the invention further relates to an apparatus for carrying out a method for the sequential robot-controlled gripping and moving of objects from a plurality of objects arranged in a defined spatial area, with a device for optically detecting the spatial area with the objects arranged therein, a memory for Depositing models of the objects and their possible gripping points, a device for identifying the objects and their location on the basis of the data stored in memory, and determining the totality of possible gripping points in the spatial area and their sorting according to their relevance for determining the preferred to be gripped Object with preferred grip points, and with a robotic gripper for gripping the object and moving the object to a defined destination.
- a subject robotic system consists of a spatial domain optically sensing device in which the objects to be grasped and moving are located, at least one database for storing important process data, means for computing and controlling the robot, and finally the robot for gripping and moving the obj ekte.
- WO 2007/046763 A1 describes a method and a device for locating and gripping objects arranged on a base, wherein improvements are to be achieved by a special three-dimensional data acquisition by means of a light-section method.
- EP 951 968 A2 describes a device of the type in question, wherein the objects to be gripped are separated by means of a vibrating mechanism, so that the isolated objects can be better gripped.
- the gripping process itself and the planning of a gripping hierarchy are not dealt with in this object.
- EP 1 428 634 A2 describes a mechanism for removing objects from a container using a three-dimensional optical detection system.
- EP 1 589 483 A2 describes a gripping system in which the objects to be gripped are optically detected and due to stored parameters about the objects to be gripped a certain se GreifStrategie is fed to the robot.
- EP 1 385 122 B1 shows an apparatus for taking objects with an image recording device for detecting the objects, memory devices for storing information about the objects and devices for determining the priority of the extraction of the objects and for forwarding to the robot for removing the objects.
- the known methods and devices are usually very complex and inflexible, so that they are used only in processes with a very high number of objects and only for certain objects.
- An application of known methods and devices for use in smaller amounts of objects usually fails because of the expense of programming the procedures and procedures.
- a rapid and rapid adaptation to new objects to be gripped and moved is usually possible only with great effort and expense using conventional methods and devices.
- the object of the present invention is therefore to provide a method and apparatus mentioned above, which allow optimal recognition of the objects and optimal determination of a gripping hierarchy, so that the objects can be moved quickly from the spatial area to corresponding target areas. Furthermore, the objective method and the subject device should be characterized by a high degree of flexibility and easy adaptability to new objects. Disadvantages of known methods and devices should be avoided or at least reduced.
- the object according to the invention is achieved by an above-mentioned method for the sequential robot-controlled gripping and moving of objects, in which the gripping and moving process of at least the next specific object is simulated before the execution, the simulation is evaluated and a decision is made based on the evaluation of the simulation, whether the gripping and moving process of at least the next object is performed or at least the next object with other gripping points or another object to be gripped preferably with gripping is determined.
- the inventive method is characterized in that the planning of the gripping process based on the object recognition taking into account stored data on the objects to be detected, said before the execution of the gripping and moving process simulated this process for at least the next planned object, the simulation evaluated and It is only decided after that whether the gripping and moving operation is performed on this object at the certain gripping points, or the gripping and moving process is simulated at other gripping points of the same object or another object with preferred gripping points and then performed according to the evaluation.
- the process can be quickly and inexpensively adapted to new parts.
- use of the method can also be carried out economically in smaller plants and for a smaller number of objects to be moved.
- additional parameters of the objects are stored and the next object to be gripped and its preferred grip points are also determined on the basis of these additional parameters.
- additional parameters stored in a corresponding database the grasp hierarchy can be determined more quickly and, above all, more efficiently.
- additional parameters of the objects include, for example, position properties of the objects, information about the material of the objects or much more.
- the height of the gripping point in the spatial area is taken into account and the gripping points with the greatest height are preferred. This ensures that the overhead parts in the spatial area are removed first and thus the arrangement of the objects by the removal of an object not changed much. Such a change in the three-dimensional arrangement of the objects would again have to be influenced separately and the grip planning and simulation of the same would be renewed, which could lead to delays.
- the gripping points of individual objects are preferred when sorting the possible gripping points according to their relevance. This ensures that individual objects are grasped and moved first.
- the gripping strategy can be planned taking into account the optimum geometry and kinematics of the robot-controlled gripper or the entire robot system.
- the corresponding data in the database can be changed in a simple manner and thus made a quick adjustment.
- deposited data of the geometry of the environment of the spatial area are taken into account. This prevents collisions between the object or robot system and parts of the environment and thus delays in the gripping and moving process can be avoided.
- the Griffencies can be supported.
- Certain changes in the optical detection can be used to optimize the recognition of the objects and, as a result, the gripping planning.
- certain preferred regions can be defined within the spatial region with the objects arranged therein, and gripping points of objects lying within these preferential regions can be preferred. By defining such preferential regions, for example, certain situations in a manufacturing process or the like. Be taken into account and finally an increase in efficiency in the gripping planning can be achieved.
- different paths for the movements of an object to the destination are determined and sorted according to predetermined criteria.
- the flexibility in gripping planning can be increased.
- the determined and performed gripping and moving operations of the objects are stored and possibly used in subsequent procedures.
- a kind of learning system can be created using historical data.
- the speed of the gripping and moving operations of the objects is changed. By adjusting the speed when gripping and moving the objects, certain situations can be influenced, thereby achieving an optimum adaptation of the speed of the gripping and moving operations.
- the object according to the invention is also achieved by an abovementioned device, wherein a simulation device for simulating the gripping and moving process of at least the next specific object before carrying it out and for evaluating the simulation and deciding whether the gripping and moving process at least the next object is performed or at least the next object with other gripping points or another object to be gripped preferably determined with preferred gripping points is provided.
- the simulation device is preferably formed by a computer.
- the optical detection device can be formed by a two-dimensional image processing system, in particular a camera, or else by a three-dimensional image processing system.
- a memory is provided for storing additional parameters of the objects in addition to the models of the objects and their possible gripping points.
- additional parameters like the models of the objects and the possible gripping points of the objects, can be quickly and easily stored or changed in the memory.
- a memory for storing data of the geometry and kinematics of the robot-controlled gripper is also provided. Corresponding data about the geometry and the kinematics of the robot-controlled gripper or entire robot system are stored in this memory.
- a memory for storing data of the geometry of the environment of the spatial area may be provided, so that these data can be taken into account in the planning of the gripping strategy.
- a device for changing the speed of the gripping and moving operations of the robot-controlled gripper can be provided.
- Fig. 1 is a schematic flow diagram of the method according to the invention.
- Fig. 2 is a schematic block diagram of the device according to the invention.
- FIGS. 3a and 3b show two views of an object with arranged and visualized gripping points
- FIGS. 4a and 4b show two views of the object according to FIGS. 3a and 3b with grippers arranged at all possible gripping points
- Fig. 5 shows the situation of FIG. 4, in which the gripping positions are shown only at those gripping points of the object, which are reachable without collision.
- FIG. 1 shows a flow chart of the method according to the invention for the sequential robot-controlled gripping and moving of objects from a multiplicity of objects arranged in a defined spatial area.
- data of the geometry and kinematics of the robot-controlled gripper or robot system can be stored and taken into account in the object recognition.
- data of the geometry and environment of the spatial area can be stored and taken into account in the object recognition.
- the spatial representation of the plurality of objects in the spatial area takes place in accordance with block 105.
- all possible grip points are determined.
- the determination of the relevance of the gripping points of the objects takes place and, finally, according to block 108, the determination of an object preferably to be gripped with preferred gripping points, whereby appropriate strategy parameters (block 109) can be used to determine the gripping strategy.
- the simulation of the gripping and moving process of at least the next specific object and an evaluation of this simulation are carried out.
- the decision according to block 111 determines whether the simulation is found to be in order, whereupon, according to block 112, the gripping and moving operation is performed and returned to the object recognition according to block 101 again. If, for example, the simulation is rejected due to a possible collision of the robot or object during the movement process, the system returns to block 106 and determines the object with new gripping points or another object with preferred gripping points as the next object to be gripped and moved.
- FIG. 2 shows a block diagram of a possible embodiment of a device 1 for carrying out a method for the sequential robot-controlled gripping and moving of objects
- the device 1 is used to move from a plurality of objects 2 individual objects 2 from the spatial area 3 to a defined destination 4.
- a robot-controlled gripper 5 is used.
- the term "gripper” covers all possible handling devices, such as the jaw grippers illustrated, but also suction devices, devices using magnets or much more.
- a possible destination 4 for example, a conveyor belt can be used which integrates the separated objects 2 into a process sequence
- the robot-controlled gripper 5 is connected to a control device 6, which is formed for example by a computer 7.
- a device 7 for the optical detection of the spatial area 3 with the objects 2 arranged therein is connected to a device 8 for identifying the objects 2 and their position such that the objects 2 can be recognized and displayed within the spatial area 3.
- models of the objects 2 and their possible gripping points 9, which are stored in a memory 10, are accessed respective Objects 2 are more quickly identified in the spatial area 3 and their location can be determined.
- additional parameters can also be stored in the same memory 10 or a further memory.
- the device 8 for identifying the objects 2 and displaying their location also serves for determining the totality of possible gripping points 9 in the spatial area 3 and their sorting according to their relevance for determining the object 2 preferably to be gripped with preferred gripping points 9.
- a simulation device 11 is provided for simulating the gripping and moving process.
- the gripping and moving process of at least the next specific object 2 is simulated prior to its execution and an evaluation of the simulation made and finally decided whether the gripping and moving operation is performed by the robot-controlled gripper 5 or the same particular object 2 with other gripping points 9 or another object 2 with preferred gripping points 9 from the spatial area 3 is selected.
- the control device 6, the device 8 for identifying the objects 2 and the simulation device 11 can be accommodated in a common computer unit 12 as shown.
- a two-dimensional or three-dimensional image processing system can be used.
- data of the geometry and kinematics of the robot-controlled gripper 5 can be stored and used in the selection of the gripping strategy by the device 8 for identifying the objects 2 and the simulation device 11.
- data of the geometry and environment of the spatial area 3 may be deposited in order to exclude any collisions during the gripping and moving process can.
- the various memories 10, 13, 14 may be formed by a single memory or a database.
- the present device 1 is characterized by particularly high flexibility, since the device 1 can be adapted to changed conditions and changed objects 2 quickly and easily.
- FIGS. 3 a and 3 b show two views of a three-dimensional object 2 with grippers 5 arranged at all possible gripping points 9.
- 4a and 4b show the object 2 shown in FIGS. 3a and 3b with grippers 5 arranged thereon at all possible gripping points 9.
Abstract
Description
Claims
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE112010001252T DE112010001252A5 (en) | 2009-02-26 | 2010-02-26 | METHOD AND DEVICE FOR ROBOT-CONTROLLED GRIPPING AND MOVING OF OBJECTS |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
AT0010409U AT11337U1 (en) | 2009-02-26 | 2009-02-26 | METHOD AND DEVICE FOR ROBOT-CONTROLLED GRIPPING AND MOVING OF OBJECTS |
ATGM104/2009 | 2009-02-26 |
Publications (1)
Publication Number | Publication Date |
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WO2010096850A1 true WO2010096850A1 (en) | 2010-09-02 |
Family
ID=42244813
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/AT2010/000055 WO2010096850A1 (en) | 2009-02-26 | 2010-02-26 | Method and apparatus for the robot-controlled gripping and moving of objects |
Country Status (3)
Country | Link |
---|---|
AT (1) | AT11337U1 (en) |
DE (1) | DE112010001252A5 (en) |
WO (1) | WO2010096850A1 (en) |
Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2679352A1 (en) * | 2012-06-29 | 2014-01-01 | LIEBHERR-VERZAHNTECHNIK GmbH | Device for the automated removal of workpieces arranged in a container |
EP2679353A1 (en) * | 2012-06-29 | 2014-01-01 | LIEBHERR-VERZAHNTECHNIK GmbH | Device for the automated handling of workpieces |
DE102013218765A1 (en) | 2013-09-19 | 2015-03-19 | Bayerische Motoren Werke Aktiengesellschaft | gripping mechanism |
CN106956276A (en) * | 2017-04-05 | 2017-07-18 | 武汉科技大学 | A kind of robot, Kinect infrared equipments and the system for capturing article |
CN107127773A (en) * | 2017-04-05 | 2017-09-05 | 武汉科技大学 | A kind of method that robot captures article |
CN109794933A (en) * | 2017-11-17 | 2019-05-24 | 香港科技大学 | Robot finger tip design method, Grasp Planning device and grasping means |
CN109877827A (en) * | 2018-12-19 | 2019-06-14 | 东北大学 | A kind of non-fixed point material visual identity of link robot manipulator and grabbing device and method |
CN109983433A (en) * | 2016-07-18 | 2019-07-05 | L·奥德纳 | Evaluate robot crawl |
CN113538582A (en) * | 2021-07-20 | 2021-10-22 | 熵智科技(深圳)有限公司 | Method and device for determining workpiece grabbing sequence, computer equipment and medium |
CN115510727A (en) * | 2022-11-15 | 2022-12-23 | 佛山科学技术学院 | Calculation and control method for stable gripping force threshold of gripping mechanism |
DE102016102656B4 (en) | 2016-02-16 | 2024-03-28 | Schuler Pressen Gmbh | Device and method for processing metal raw parts and for sorting metal waste parts |
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CN108136595B (en) * | 2015-09-22 | 2021-12-17 | 株式会社富士 | Component supply system and pick-up device for distributed components |
DE102016107268B4 (en) | 2016-04-20 | 2022-02-10 | Ssi Schäfer Automation Gmbh | Multi-arm robot for complex picking tasks |
DE102016224377A1 (en) | 2016-12-07 | 2018-06-07 | Bayerische Motoren Werke Aktiengesellschaft | Flexible grapple control system |
DE102017108727B4 (en) * | 2017-04-24 | 2021-08-12 | Roboception Gmbh | Method for creating a database with gripper poses, method for controlling a robot, computer-readable storage medium and handling system |
DE102020115628A1 (en) * | 2020-06-12 | 2021-12-16 | Schunk Gmbh & Co. Kg Spann- Und Greiftechnik | Sensor device for a gripping system, method for generating optimal gripping poses for controlling a gripping device and associated gripping system |
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DE102007026956A1 (en) * | 2007-06-12 | 2008-12-18 | Kuka Innotec Gmbh | Method and system for robot-guided depalletizing of tires |
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2009
- 2009-02-26 AT AT0010409U patent/AT11337U1/en not_active IP Right Cessation
-
2010
- 2010-02-26 WO PCT/AT2010/000055 patent/WO2010096850A1/en active Application Filing
- 2010-02-26 DE DE112010001252T patent/DE112010001252A5/en not_active Withdrawn
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Cited By (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2679353A1 (en) * | 2012-06-29 | 2014-01-01 | LIEBHERR-VERZAHNTECHNIK GmbH | Device for the automated handling of workpieces |
EP2679352A1 (en) * | 2012-06-29 | 2014-01-01 | LIEBHERR-VERZAHNTECHNIK GmbH | Device for the automated removal of workpieces arranged in a container |
DE102013218765A1 (en) | 2013-09-19 | 2015-03-19 | Bayerische Motoren Werke Aktiengesellschaft | gripping mechanism |
DE102016102656B4 (en) | 2016-02-16 | 2024-03-28 | Schuler Pressen Gmbh | Device and method for processing metal raw parts and for sorting metal waste parts |
CN109983433A (en) * | 2016-07-18 | 2019-07-05 | L·奥德纳 | Evaluate robot crawl |
CN109997108A (en) * | 2016-07-18 | 2019-07-09 | L·奥德纳 | Image training robot motion arm |
CN106956276B (en) * | 2017-04-05 | 2020-04-17 | 武汉科技大学 | Robot, Kinect infrared equipment and system for snatching article |
CN107127773A (en) * | 2017-04-05 | 2017-09-05 | 武汉科技大学 | A kind of method that robot captures article |
CN106956276A (en) * | 2017-04-05 | 2017-07-18 | 武汉科技大学 | A kind of robot, Kinect infrared equipments and the system for capturing article |
CN109794933A (en) * | 2017-11-17 | 2019-05-24 | 香港科技大学 | Robot finger tip design method, Grasp Planning device and grasping means |
CN109877827A (en) * | 2018-12-19 | 2019-06-14 | 东北大学 | A kind of non-fixed point material visual identity of link robot manipulator and grabbing device and method |
CN109877827B (en) * | 2018-12-19 | 2022-03-29 | 东北大学 | Non-fixed point material visual identification and gripping device and method of connecting rod manipulator |
CN113538582A (en) * | 2021-07-20 | 2021-10-22 | 熵智科技(深圳)有限公司 | Method and device for determining workpiece grabbing sequence, computer equipment and medium |
CN115510727A (en) * | 2022-11-15 | 2022-12-23 | 佛山科学技术学院 | Calculation and control method for stable gripping force threshold of gripping mechanism |
Also Published As
Publication number | Publication date |
---|---|
AT11337U1 (en) | 2010-08-15 |
DE112010001252A5 (en) | 2013-04-18 |
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