KR102424718B1 - 동적 패킹 메커니즘을 구비한 로봇 시스템 - Google Patents
동적 패킹 메커니즘을 구비한 로봇 시스템 Download PDFInfo
- Publication number
- KR102424718B1 KR102424718B1 KR1020200065143A KR20200065143A KR102424718B1 KR 102424718 B1 KR102424718 B1 KR 102424718B1 KR 1020200065143 A KR1020200065143 A KR 1020200065143A KR 20200065143 A KR20200065143 A KR 20200065143A KR 102424718 B1 KR102424718 B1 KR 102424718B1
- Authority
- KR
- South Korea
- Prior art keywords
- location
- placement
- robotic system
- discretized
- sensor data
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65B—MACHINES, APPARATUS OR DEVICES FOR, OR METHODS OF, PACKAGING ARTICLES OR MATERIALS; UNPACKING
- B65B57/00—Automatic control, checking, warning, or safety devices
- B65B57/10—Automatic control, checking, warning, or safety devices responsive to absence, presence, abnormal feed, or misplacement of articles or materials to be packaged
- B65B57/14—Automatic control, checking, warning, or safety devices responsive to absence, presence, abnormal feed, or misplacement of articles or materials to be packaged and operating to control, or stop, the feed of articles or material to be packaged
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- 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
- B25J9/1679—Programme controls characterised by the tasks executed
-
- 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
- B25J9/1679—Programme controls characterised by the tasks executed
- B25J9/1687—Assembly, peg and hole, palletising, straight line, weaving pattern movement
-
- 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
- B25J9/1602—Programme controls characterised by the control system, structure, architecture
- B25J9/161—Hardware, e.g. neural networks, fuzzy logic, interfaces, processor
-
- 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
- B25J9/1661—Programme controls characterised by programming, planning systems for manipulators characterised by task planning, object-oriented languages
-
- 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
- B25J9/1674—Programme controls characterised by safety, monitoring, diagnostic
- B25J9/1676—Avoiding collision or forbidden zones
-
- 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
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65B—MACHINES, APPARATUS OR DEVICES FOR, OR METHODS OF, PACKAGING ARTICLES OR MATERIALS; UNPACKING
- B65B57/00—Automatic control, checking, warning, or safety devices
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G1/00—Storing articles, individually or in orderly arrangement, in warehouses or magazines
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G1/00—Storing articles, individually or in orderly arrangement, in warehouses or magazines
- B65G1/02—Storage devices
- B65G1/04—Storage devices mechanical
- B65G1/137—Storage devices mechanical with arrangements or automatic control means for selecting which articles are to be removed
- B65G1/1373—Storage devices mechanical with arrangements or automatic control means for selecting which articles are to be removed for fulfilling orders in warehouses
- B65G1/1378—Storage devices mechanical with arrangements or automatic control means for selecting which articles are to be removed for fulfilling orders in warehouses the orders being assembled on fixed commissioning areas remote from the storage areas
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G47/00—Article or material-handling devices associated with conveyors; Methods employing such devices
- B65G47/74—Feeding, transfer, or discharging devices of particular kinds or types
- B65G47/90—Devices for picking-up and depositing articles or materials
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G57/00—Stacking of articles
- B65G57/02—Stacking of articles by adding to the top of the stack
- B65G57/03—Stacking of articles by adding to the top of the stack from above
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G57/00—Stacking of articles
- B65G57/02—Stacking of articles by adding to the top of the stack
- B65G57/16—Stacking of articles of particular shape
- B65G57/20—Stacking of articles of particular shape three-dimensional, e.g. cubiform, cylindrical
- B65G57/22—Stacking of articles of particular shape three-dimensional, e.g. cubiform, cylindrical in layers each of predetermined arrangement
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G61/00—Use of pick-up or transfer devices or of manipulators for stacking or de-stacking articles not otherwise provided for
-
- 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
- G05B17/00—Systems involving the use of models or simulators of said systems
- G05B17/02—Systems involving the use of models or simulators of said systems electric
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/70—Determining position or orientation of objects or cameras
- G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
- G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/255—Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G2201/00—Indexing codes relating to handling devices, e.g. conveyors, characterised by the type of product or load being conveyed or handled
- B65G2201/02—Articles
- B65G2201/0267—Pallets
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G2814/00—Indexing codes relating to loading or unloading articles or bulk materials
- B65G2814/03—Loading or unloading means
- B65G2814/0301—General arrangements
- B65G2814/0304—Stacking devices
- B65G2814/0305—Adding to the top
-
- 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
- G05B2219/45—Nc applications
- G05B2219/45048—Packaging
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
- G06T2210/32—Image data format
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/10—Recognition assisted with metadata
Landscapes
- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- Robotics (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Automation & Control Theory (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Manipulator (AREA)
- Vacuum Packaging (AREA)
- Stacking Of Articles And Auxiliary Devices (AREA)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| KR1020220088338A KR102736205B1 (ko) | 2019-05-31 | 2022-07-18 | 동적 패킹 메커니즘을 구비한 로봇 시스템 |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/428,714 | 2019-05-31 | ||
| US16/428,714 US10679379B1 (en) | 2019-05-31 | 2019-05-31 | Robotic system with dynamic packing mechanism |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020220088338A Division KR102736205B1 (ko) | 2019-05-31 | 2022-07-18 | 동적 패킹 메커니즘을 구비한 로봇 시스템 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20200138072A KR20200138072A (ko) | 2020-12-09 |
| KR102424718B1 true KR102424718B1 (ko) | 2022-07-25 |
Family
ID=70858263
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020200065143A Active KR102424718B1 (ko) | 2019-05-31 | 2020-05-29 | 동적 패킹 메커니즘을 구비한 로봇 시스템 |
| KR1020220088338A Active KR102736205B1 (ko) | 2019-05-31 | 2022-07-18 | 동적 패킹 메커니즘을 구비한 로봇 시스템 |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020220088338A Active KR102736205B1 (ko) | 2019-05-31 | 2022-07-18 | 동적 패킹 메커니즘을 구비한 로봇 시스템 |
Country Status (5)
| Country | Link |
|---|---|
| US (3) | US10679379B1 (enExample) |
| JP (2) | JP6704157B1 (enExample) |
| KR (2) | KR102424718B1 (enExample) |
| CN (1) | CN112009812A (enExample) |
| DE (2) | DE102019009206B4 (enExample) |
Families Citing this family (32)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11101163B2 (en) * | 2018-01-30 | 2021-08-24 | Taiwan Semiconductor Manufacturing Co., Ltd. | Systems and methods for automated robotic arm sensing |
| US11046519B2 (en) | 2019-02-25 | 2021-06-29 | Rehrig Pacific Company | Delivery system |
| US10679379B1 (en) * | 2019-05-31 | 2020-06-09 | Mujin, Inc. | Robotic system with dynamic packing mechanism |
| US10696493B1 (en) | 2019-05-31 | 2020-06-30 | Mujin, Inc. | Robotic system with packing mechanism |
| US10647528B1 (en) | 2019-05-31 | 2020-05-12 | Mujin, Inc. | Robotic system for palletizing packages using real-time placement simulation |
| US10696494B1 (en) | 2019-05-31 | 2020-06-30 | Mujin, Inc. | Robotic system for processing packages arriving out of sequence |
| US11077554B2 (en) | 2019-05-31 | 2021-08-03 | Mujin, Inc. | Controller and control method for robotic system |
| US10618172B1 (en) | 2019-05-31 | 2020-04-14 | Mujin, Inc. | Robotic system with error detection and dynamic packing mechanism |
| US20210182772A1 (en) * | 2019-12-12 | 2021-06-17 | Grey Orange Pte. Ltd. | System and method for order consolidation |
| EP3866079B1 (en) * | 2020-02-12 | 2025-07-02 | Tata Consultancy Services Limited | Method and system for automated object packing |
| EP4113327A4 (en) * | 2020-02-27 | 2023-06-21 | Panasonic Intellectual Property Management Co., Ltd. | IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD |
| US11922253B2 (en) | 2020-04-20 | 2024-03-05 | Rehrig Pacific Company | Camera enabled portal |
| CN111504328B (zh) * | 2020-05-22 | 2022-07-08 | 梅卡曼德(北京)机器人科技有限公司 | 机器人运动规划方法、路径规划方法、抓取方法及其装置 |
| CN114056819A (zh) * | 2020-07-31 | 2022-02-18 | 北京小米移动软件有限公司 | 仓储产线、仓储管理方法、装置、电子设备和存储介质 |
| US11905115B2 (en) * | 2021-04-30 | 2024-02-20 | Dexterity, Inc. | Robotic system for identifying items |
| WO2022265933A1 (en) * | 2021-06-16 | 2022-12-22 | Dexterity, Inc. | Collision avoidance based on vision data, geometric data and physics engine evaluation |
| WO2022265931A1 (en) * | 2021-06-16 | 2022-12-22 | Dexterity, Inc. | Simulated box placement for algorithm evaluation and refinement |
| US12485544B2 (en) | 2021-06-16 | 2025-12-02 | Dexterity, Inc. | Workflow for using learning based approach for placing boxes on pallets |
| JP2024525277A (ja) | 2021-06-16 | 2024-07-12 | デクステリティ・インコーポレーテッド | 将来のシーケンスの限られた知識でパレット上に箱をプレースするための木検索ベースアプローチを用いるためのワークフロー |
| EP4356328A4 (en) | 2021-06-16 | 2025-05-14 | Dexterity, Inc. | State estimation using geometric data and vision system for palletizing |
| JP7241374B2 (ja) * | 2021-08-10 | 2023-03-17 | 株式会社Mujin | ロボットによるオブジェクト配置のシステム及び方法 |
| US11823440B2 (en) | 2021-08-19 | 2023-11-21 | Rehrig Pacific Company | Imaging system with unsupervised learning |
| CN113753462B (zh) * | 2021-09-14 | 2023-04-11 | 深圳市库宝软件有限公司 | 任务分配方法、装置、设备、仓储系统及存储介质 |
| CN113963140B (zh) * | 2021-10-29 | 2022-07-08 | 山东大学 | 一种可变规格圆柱形货物错位摆放装箱系统 |
| CA3181434A1 (en) | 2021-11-01 | 2023-05-01 | Rehrig Pacific Company | Delivery system |
| WO2024000127A1 (zh) * | 2022-06-27 | 2024-01-04 | 宁德时代新能源科技股份有限公司 | 调度方法、装置、系统、电子设备及存储介质 |
| CN116692389A (zh) * | 2023-06-30 | 2023-09-05 | 山东大学 | 一种多类别多自由度机械臂卸货方法 |
| CN117923038B (zh) * | 2023-12-08 | 2025-12-02 | 广东省科学院智能制造研究所 | 考虑稳定性约束的码放位置实时规划方法及系统 |
| US12493855B2 (en) | 2023-12-17 | 2025-12-09 | Rehrig Pacific Company | Validation system for conveyor |
| EP4606533A1 (en) * | 2024-02-20 | 2025-08-27 | Siemens Aktiengesellschaft | Place conditioned pick for robotic pick and place operations |
| CN119871374B (zh) * | 2024-09-04 | 2025-11-04 | 杭州海康机器人股份有限公司 | 一种码垛的路径规划方法、装置、电子设备及存储介质 |
| KR102887599B1 (ko) * | 2025-05-23 | 2025-11-25 | 주식회사 토모 | 팔레타이징 자동화 시스템 |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US20100222915A1 (en) * | 2009-03-02 | 2010-09-02 | Ralf Kuehnemann | Method and device for automated loading of packages on a load carrier |
| US20140180479A1 (en) * | 2012-12-20 | 2014-06-26 | Wal-Mart Stores, Inc. | Bagging With Robotic Arm |
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