CN113924192A - 用于估计机器人操作参数的方法和计算系统 - Google Patents
用于估计机器人操作参数的方法和计算系统 Download PDFInfo
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- CN113924192A CN113924192A CN202180002097.8A CN202180002097A CN113924192A CN 113924192 A CN113924192 A CN 113924192A CN 202180002097 A CN202180002097 A CN 202180002097A CN 113924192 A CN113924192 A CN 113924192A
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- China
- Prior art keywords
- arm
- movement
- arm segment
- joint
- estimate
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Classifications
-
- 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
- G05B19/00—Program-control systems
- G05B19/02—Program-control systems electric
- G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form
- G05B19/414—Structure of the control system, e.g. common controller or multiprocessor systems, interface to servo, programmable interface controller
- G05B19/4142—Structure of the control system, e.g. common controller or multiprocessor systems, interface to servo, programmable interface controller characterised by the use of a microprocessor
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Program-controlled manipulators
- B25J9/16—Program controls
- B25J9/1628—Program controls characterised by the control loop
- B25J9/1638—Program controls characterised by the control loop compensation for arm bending/inertia, pay load weight/inertia
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Program-controlled manipulators
- B25J9/16—Program controls
- B25J9/1628—Program controls characterised by the control loop
- B25J9/1641—Program controls characterised by the control loop compensation for backlash, friction, compliance, elasticity in the joints
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Program-controlled manipulators
- B25J9/16—Program controls
- B25J9/1628—Program controls characterised by the control loop
- B25J9/1653—Program controls characterised by the control loop parameters identification, estimation, stiffness, accuracy, error analysis
-
- 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
- G05B2219/34—Director, elements to supervisory
- G05B2219/34013—Servocontroller
-
- 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
- G05B2219/37—Measurements
- G05B2219/37373—Friction
-
- 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
- G05B2219/39181—Compensation of coulomb friction in joint
Landscapes
- Engineering & Computer Science (AREA)
- Robotics (AREA)
- Mechanical Engineering (AREA)
- Human Computer Interaction (AREA)
- Manufacturing & Machinery (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Computer Hardware Design (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Manipulator (AREA)
- Manufacturing Optical Record Carriers (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202111148035.6A CN113771039B (zh) | 2020-05-07 | 2021-05-07 | 用于估计机器人操作参数的方法和计算系统 |
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202063021089P | 2020-05-07 | 2020-05-07 | |
| US63/021,089 | 2020-05-07 | ||
| US17/243,939 | 2021-04-29 | ||
| US17/243,939 US11691285B2 (en) | 2020-05-07 | 2021-04-29 | Method and computing system for estimating parameter for robot operation |
| PCT/JP2021/017442 WO2021225150A1 (en) | 2020-05-07 | 2021-05-07 | Method and computing system for estimating parameter for robot operation |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202111148035.6A Division CN113771039B (zh) | 2020-05-07 | 2021-05-07 | 用于估计机器人操作参数的方法和计算系统 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113924192A true CN113924192A (zh) | 2022-01-11 |
Family
ID=78412095
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202180002097.8A Pending CN113924192A (zh) | 2020-05-07 | 2021-05-07 | 用于估计机器人操作参数的方法和计算系统 |
| CN202180002096.3A Pending CN113939783A (zh) | 2020-05-07 | 2021-05-07 | 用于确定指示机器人校准质量的误差参数的值的方法和计算系统 |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202180002096.3A Pending CN113939783A (zh) | 2020-05-07 | 2021-05-07 | 用于确定指示机器人校准质量的误差参数的值的方法和计算系统 |
Country Status (4)
| Country | Link |
|---|---|
| US (5) | US11691285B2 (https=) |
| JP (4) | JP7076756B2 (https=) |
| CN (2) | CN113924192A (https=) |
| WO (2) | WO2021225152A1 (https=) |
Families Citing this family (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR102356660B1 (ko) * | 2019-11-01 | 2022-02-07 | 주식회사 뉴로메카 | 다자유도 협동 로봇의 마찰 보상 방법 |
| WO2021158773A1 (en) | 2020-02-06 | 2021-08-12 | Berkshire Grey, Inc. | Systems and methods for camera calibration with a fiducial of unknown position on an articulated arm of a programmable motion device |
| US11691285B2 (en) * | 2020-05-07 | 2023-07-04 | Mujin, Inc. | Method and computing system for estimating parameter for robot operation |
| KR102375355B1 (ko) * | 2020-11-20 | 2022-03-16 | 강릉원주대학교 산학협력단 | 전자 장치에 의해 수행되는 고정밀 위치 제어를 위한 강인한 최적 외란 관측기를 포함하는 시스템 및 제어 방법 |
| US20250178198A1 (en) * | 2023-11-30 | 2025-06-05 | Intel Corporation | Robot simulator with efficient contact wrench estimation |
| US20260097510A1 (en) * | 2024-10-08 | 2026-04-09 | Ford Global Technologies, Llc | System for handling electrical components for vehicle |
| CN119388401B (zh) * | 2024-12-03 | 2025-07-18 | 西南交通大学 | 气动软体致动器的无传感器控制方法、装置、气动软体致动器及电子设备 |
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| JPH04271403A (ja) * | 1991-02-27 | 1992-09-28 | Sanyo Electric Co Ltd | 粘性摩擦係数およびクーロン摩擦力の同定方法 |
| JP3316967B2 (ja) * | 1993-09-22 | 2002-08-19 | 豊田工機株式会社 | ロボットの制御装置 |
| JPH10249763A (ja) * | 1997-03-18 | 1998-09-22 | Kobe Steel Ltd | ロボットマニピュレータの制御パラメータ調整方法 |
| SE0001312D0 (sv) * | 2000-04-10 | 2000-04-10 | Abb Ab | Industrirobot |
| JP4358979B2 (ja) * | 2000-07-14 | 2009-11-04 | 株式会社ダイヘン | ロボットシステムの制御方法及び制御装置 |
| US7986118B2 (en) * | 2007-04-23 | 2011-07-26 | Honda Motor Co., Ltd. | Open-loop torque control on joint position-controlled robots |
| CN101646534B (zh) * | 2007-06-27 | 2012-03-21 | 松下电器产业株式会社 | 机器手控制装置及控制方法、机器人 |
| JP4256440B2 (ja) | 2007-08-10 | 2009-04-22 | ファナック株式会社 | ロボットプログラム調整装置 |
| JP5198514B2 (ja) * | 2010-07-22 | 2013-05-15 | 株式会社東芝 | ロボット制御装置 |
| JP5895628B2 (ja) * | 2012-03-15 | 2016-03-30 | 株式会社ジェイテクト | ロボットの制御方法及びロボット制御装置、並びにロボット制御システム |
| US9434073B2 (en) * | 2012-08-02 | 2016-09-06 | Toshiba Kikai Kabushiki Kaisha | Robot apparatus and control method therefor |
| KR102023910B1 (ko) * | 2012-11-23 | 2019-09-23 | 삼성전자주식회사 | 로봇 및 로봇의 마찰 보상 방법 |
| JP5650814B1 (ja) * | 2013-07-05 | 2015-01-07 | ファナック株式会社 | フィードフォワード制御を備えたモータ制御装置 |
| JP6097174B2 (ja) * | 2013-08-05 | 2017-03-15 | 株式会社東芝 | ロボット制御装置 |
| US10078712B2 (en) | 2014-01-14 | 2018-09-18 | Energid Technologies Corporation | Digital proxy simulation of robotic hardware |
| US20170261529A1 (en) * | 2014-06-26 | 2017-09-14 | Hiwin Technologies Corp. | Method for identifying friction parameter for linear module |
| US10321928B2 (en) | 2014-10-09 | 2019-06-18 | Sony Corporation | Information processing device, information processing method, and program |
| FR3028624B1 (fr) * | 2014-11-18 | 2018-04-20 | Ixblue | Procede et systeme de compensation adaptative de frottements secs |
| US9505132B1 (en) * | 2015-03-30 | 2016-11-29 | X Development Llc | Methods and systems for calibrating a sensor of a robotic device |
| US10126202B2 (en) | 2015-09-11 | 2018-11-13 | Linestream Technologies | Method for automatically estimating inertia, coulomb friction, and viscous friction in a mechanical system |
| JP7058929B2 (ja) * | 2015-10-27 | 2022-04-25 | キヤノン株式会社 | 駆動装置、ロボット装置、制御方法、物品の製造方法、制御プログラム、および記録媒体 |
| US11507044B2 (en) * | 2016-06-07 | 2022-11-22 | Mitsubishi Electric Corporation | Abnormality diagnosis apparatus and abnormality diagnosis method |
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| JP6420298B2 (ja) | 2016-12-02 | 2018-11-07 | ファナック株式会社 | ロボットを制御するロボット制御装置、およびロボットに加わる外乱値を推定する方法 |
| CN107092582B (zh) | 2017-03-31 | 2021-04-27 | 江苏方天电力技术有限公司 | 一种基于残差后验的异常值在线检测及置信度评估方法 |
| EP3435183A1 (en) * | 2017-07-26 | 2019-01-30 | ABB Schweiz AG | Method for controlling a robot arm and robot system with a robot arm |
| CN108453735B (zh) | 2018-03-15 | 2021-03-02 | 河南大学 | 一种基于摩擦纳米发电机仿生机械手的抓取方法、装置 |
| JP6737831B2 (ja) * | 2018-04-17 | 2020-08-12 | ファナック株式会社 | 設置形態判定装置、設置形態判定用コンピュータプログラム及び記録媒体 |
| CN108621159B (zh) | 2018-04-28 | 2020-05-19 | 首都师范大学 | 一种基于深度学习的机器人动力学建模方法 |
| CN108839023B (zh) * | 2018-07-03 | 2021-12-07 | 上海节卡机器人科技有限公司 | 拖动示教系统和方法 |
| DE102018133349A1 (de) * | 2018-12-21 | 2020-06-25 | Pilz Gmbh & Co. Kg | Verfahren und Vorrichtung zur Momentschätzung |
| CN109732605B (zh) | 2019-01-21 | 2021-02-26 | 厦门大学 | 一种机器人关节摩擦力矩的补偿方法及系统 |
| CN113891786B (zh) * | 2019-04-17 | 2024-07-12 | 优傲机器人公司 | 基于自适应摩擦来控制机器人臂的方法 |
| CN110298455B (zh) | 2019-06-28 | 2023-06-02 | 西安因联信息科技有限公司 | 一种基于多变量估计预测的机械设备故障智能预警方法 |
| KR102356660B1 (ko) * | 2019-11-01 | 2022-02-07 | 주식회사 뉴로메카 | 다자유도 협동 로봇의 마찰 보상 방법 |
| CN115336167B (zh) * | 2020-03-26 | 2023-09-22 | 三菱电机株式会社 | 摩擦补偿装置、碰撞检测装置、扭矩前馈运算装置及机器人控制装置以及摩擦补偿方法 |
| US11691285B2 (en) * | 2020-05-07 | 2023-07-04 | Mujin, Inc. | Method and computing system for estimating parameter for robot operation |
-
2021
- 2021-04-29 US US17/243,939 patent/US11691285B2/en active Active
- 2021-04-29 US US17/244,224 patent/US11717966B2/en active Active
- 2021-05-07 WO PCT/JP2021/017446 patent/WO2021225152A1/en not_active Ceased
- 2021-05-07 WO PCT/JP2021/017442 patent/WO2021225150A1/en not_active Ceased
- 2021-05-07 CN CN202180002097.8A patent/CN113924192A/zh active Pending
- 2021-05-07 JP JP2021534177A patent/JP7076756B2/ja active Active
- 2021-05-07 JP JP2021534148A patent/JP7098124B2/ja active Active
- 2021-05-07 CN CN202180002096.3A patent/CN113939783A/zh active Pending
-
2022
- 2022-05-10 JP JP2022077306A patent/JP7723925B2/ja active Active
- 2022-06-21 JP JP2022099803A patent/JP2022118153A/ja active Pending
-
2023
- 2023-05-16 US US18/318,055 patent/US12076866B2/en active Active
- 2023-06-20 US US18/338,014 patent/US12485539B2/en active Active
-
2024
- 2024-08-29 US US18/818,891 patent/US20250091208A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| US12076866B2 (en) | 2024-09-03 |
| US12485539B2 (en) | 2025-12-02 |
| JP2022525576A (ja) | 2022-05-18 |
| WO2021225152A1 (en) | 2021-11-11 |
| US20210347049A1 (en) | 2021-11-11 |
| US20210347054A1 (en) | 2021-11-11 |
| US20250091208A1 (en) | 2025-03-20 |
| US11691285B2 (en) | 2023-07-04 |
| JP7723925B2 (ja) | 2025-08-15 |
| US20240009843A1 (en) | 2024-01-11 |
| US11717966B2 (en) | 2023-08-08 |
| JP7076756B2 (ja) | 2022-05-30 |
| JP2022118153A (ja) | 2022-08-12 |
| JP2022110050A (ja) | 2022-07-28 |
| JP2022525577A (ja) | 2022-05-18 |
| US20230405817A1 (en) | 2023-12-21 |
| CN113939783A (zh) | 2022-01-14 |
| JP7098124B2 (ja) | 2022-07-11 |
| WO2021225150A1 (en) | 2021-11-11 |
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