WO2013158849A4 - Method for automatically estimating inertia - Google Patents
Method for automatically estimating inertia Download PDFInfo
- Publication number
- WO2013158849A4 WO2013158849A4 PCT/US2013/037122 US2013037122W WO2013158849A4 WO 2013158849 A4 WO2013158849 A4 WO 2013158849A4 US 2013037122 W US2013037122 W US 2013037122W WO 2013158849 A4 WO2013158849 A4 WO 2013158849A4
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- velocity
- motion system
- torque command
- command signal
- inertia
- Prior art date
Links
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P23/00—Arrangements or methods for the control of AC motors characterised by a control method other than vector control
- H02P23/14—Estimation or adaptation of motor parameters, e.g. rotor time constant, flux, speed, current or voltage
-
- 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—Programme-control systems
- G05B19/02—Programme-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 programme data in numerical form
- G05B19/404—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 programme data in numerical form characterised by control arrangements for compensation, e.g. for backlash, overshoot, tool offset, tool wear, temperature, machine construction errors, load, inertia
-
- 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
- G05B2219/37388—Acceleration or deceleration, inertial measurement
-
- 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
- G05B2219/41—Servomotor, servo controller till figures
- G05B2219/41163—Adapt gain to friction, weight, inertia
-
- 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
- G05B2219/41—Servomotor, servo controller till figures
- G05B2219/41381—Torque disturbance observer to estimate inertia
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Human Computer Interaction (AREA)
- Manufacturing & Machinery (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Control Of Electric Motors In General (AREA)
- Feedback Control In General (AREA)
- Control Of Position Or Direction (AREA)
- Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
Abstract
Systems and methods for estimating an inertia and a friction coefficient for a controlled mechanical system are provided. In one or more embodiments, an inertia estimator can generate a torque command signal' that varies continuously over time during a testing sequence. The velocity of a motion system in response to the time-varying torque command signal is measured and recorded during the testing sequence. The inertia estimator then estimates the inertia and/or the friction coefficient of the motion system based on the torque command data sent to the motion system and the measured velocity data. Systems and methods are also provided for generating a constraint-based, time-optimal motion profile for controlling the trajectory of a point-to-point move in a motion control system.
Claims
AMENDED CLAIMS
received by the International Bureau on 13 November 2013 (13.11.2013)
What is claimed is:
1 . A method for estimating parameters of a motion system, comprising:
generating a torque command signal that varies continuously over a time range, wherein the time range comprises an acceleration phase and a
deceleration phase;
measuring velocity data for a motion device representing a velocity of the motion system over the time range in response to the torque command signal; and
determining an inertia of the motion system based at least in part on a product of an integral of the velocity data over the acceleration phase and an integral of the torque command signal over the deceleration phase.
2. (Cancelled)
3. The method of claim 1 , wherein the generating the torque command signal comprises adjusting the torque command signal in accordance with a predefined testing sequence, wherein the adjusting includes changing at least one of a direction or a rate of change of the torque command signal in response to the velocity of the motion system reaching a predefined velocity checkpoint.
4. The method of claim 1 , wherein the determining comprises:
integrating the torque command signal and the velocity data over the acceleration phase to yield Uacc and Vaee, respectively;
integrating the torque command signal and the velocity data over the deceleration phase to yield Uiee and Vigc, respectively; and
ttari.(t) is a portion of the torque command signal corresponding to the acceleration phase,
vo*e( is 3 portion of the velocity data corresponding to the acceleration phase,
tio^t) is a portion of the torque command signal corresponding to the deceleration phase, and
is a portion of the velocity data corresponding to the deceleration phase.
5. The method of claim 4, wherein the determining the inertia comprises determining the inertia according to:
U V — [j
J— dec acc acc v dec
where:
J is the inertia,
Avaec (t) is a difference between a velocity of the motion system at an end of the acceleration phase and a velocity of the motion system at a beginning of the acceleration phase, and
^ArcCO is a difference between a velocity of the motion system at an end of the deceleration phase and a velocity of the motion system at a beginning of the deceleration phase.
6. The method of claim 1 , further comprising determining at least one controller gain coefficient for the motion system based on the inertia.
71
7. A system for estimating mechanical parameters of a motion system, comprising:
a memory;
a processor configured to execute computer-executable components stored on the memory, the computer-executable components comprising:
a torque command generator configured to generate a torque command signal that varies continuously over time during a testing sequence, wherein the testing sequence comprises an acceleration phase and a deceleration phase;
a velocity monitoring component configured to obtain velocity data representing a velocity of a motion system over time in response to the torque command signal; and
an inertia component configured to estimate an inertia of the motion system based at least in part on a product of an integral of the velocity data over the acceleration phase and an integral of the torque command signal over the deceleration phase.
8. (Cancelled)
9. The system of claim 7, wherein the torque command generator is further configured to control the torque command signal in accordance with a torque function u(c), where (t) is based on a set of predefined instructions associated with respective phases of the testing sequence, and wherein the respective phases are triggered in response to the velocity of the motion system reaching respective defined velocity checkpoint values.
10. The system of claim 7, wherein the inertia component is further configured to estimate the inertia as a function of ve
u a«(t) is a portion of the torque command signal corresponding to the acceleration phase of the testing sequence,
vecc(t) is a portion of the velocity data corresponding to the acceleration phase,
uAeA is a portion of the torque command signal corresponding to the deceleration phase of the testing sequence, and
v&cV) is a portion of the velocity data corresponding to the deceleration phase.
1 1 . The system of claim 10, wherein the inertia component is further configured to estimate the inertia based on:
where:
J is the inertia,
Avcee ( is a difference between a velocity of the motion system at an end of the acceleration phase and a velocity of the motion system at a beginning of the acceleration phase, and
Avdee (t) is a difference between a velocity of the motion system at an end of the deceleration phase and a velocity of the motion system at a beginning of the deceleration phase.
73
12. The system of claim 10, further comprising a friction coefficient component configured to estimate a friction coefficient of the motion system based on:
B _ A ygc (/)tyocc - Av0CCE/rfgc
S is the friction coefficient,
Avaee<*) is a difference between a velocity of the motion system at an end of the acceleration phase and a velocity of the motion system at a beginning of the acceleration phase, and
Ave.„c(t) is a difference between a velocity of the motion system at an end of the deceleration phase and a velocity of the motion system at a beginning of the deceleration phase.
13. The system of claim 7, further comprising a tuning component configured to generate at least one controller gain coefficient as a function of the inertia.
14-20. (Cancelled)
21 . The method of claim 4, further comprising:
determining a friction coefficient of the motion system according to:
ΔνΛ,( ^ - Δνοεε( ^ " where:
B is the friction coefficient,
&v„Kf it) is a difference between a velocity of the motion system at an end of the acceleration phase and a velocity of the motion system at a beginning of the acceleration phase, and
74
Awd(IB(i) is a difference between a velocity of the motion system at an end of the deceleration phase and a velocity of the motion system at a beginning of the deceleration phase.
22. The system of claim 7, further comprising a friction coefficient component configured to estimate a friction coefficient of the motion system based on the torque command signal and the velocity data.
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US13/451,924 | 2012-04-20 | ||
US13/451,924 US8710777B2 (en) | 2012-04-20 | 2012-04-20 | Method for automatically estimating inertia in a mechanical system |
US13/474,919 US9041337B2 (en) | 2012-05-18 | 2012-05-18 | Motion profile generator |
US13/474,919 | 2012-05-18 |
Publications (3)
Publication Number | Publication Date |
---|---|
WO2013158849A2 WO2013158849A2 (en) | 2013-10-24 |
WO2013158849A3 WO2013158849A3 (en) | 2013-12-12 |
WO2013158849A4 true WO2013158849A4 (en) | 2014-01-30 |
Family
ID=49384229
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2013/037122 WO2013158849A2 (en) | 2012-04-20 | 2013-04-18 | Method for automatically estimating inertia in a mechanical system and for generating a motion profile |
Country Status (4)
Country | Link |
---|---|
JP (2) | JP2013225284A (en) |
KR (1) | KR101378824B1 (en) |
TW (1) | TWI498701B (en) |
WO (1) | WO2013158849A2 (en) |
Families Citing this family (16)
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DE112014005564B4 (en) * | 2013-12-06 | 2023-08-24 | Mitsubishi Electric Corporation | Friction identification method and friction identification device |
KR101642198B1 (en) | 2014-12-11 | 2016-07-29 | 포항공과대학교 산학협력단 | Apparatus for generating motion effects and computer readable medium for the same |
US10033308B2 (en) * | 2015-03-17 | 2018-07-24 | Intuitive Surgical Operations, Inc. | Systems and methods for motor torque compensation |
EP3076541A1 (en) | 2015-03-31 | 2016-10-05 | Siemens Aktiengesellschaft | Drive device with inertia factor estimation |
US10126202B2 (en) * | 2015-09-11 | 2018-11-13 | Linestream Technologies | Method for automatically estimating inertia, coulomb friction, and viscous friction in a mechanical system |
EP3258331A1 (en) * | 2016-06-16 | 2017-12-20 | Schneider Electric Industries SAS | Method for monitoring a machine |
US9870002B1 (en) * | 2016-09-06 | 2018-01-16 | X Development Llc | Velocity control of position-controlled motor controllers |
CN108513651B (en) * | 2017-06-27 | 2021-08-20 | 深圳市大疆灵眸科技有限公司 | Handheld holder device, control method thereof and computer readable storage medium |
US11615659B2 (en) * | 2018-05-17 | 2023-03-28 | Arcus Technology, Inc. | Motion system health management using multidimensional modeling using motor operational parameters |
CN109472058B (en) * | 2018-10-16 | 2023-07-14 | 成都泰隆游乐实业有限公司 | Water slide track analysis method |
EP3952763A1 (en) * | 2019-04-08 | 2022-02-16 | Boston Scientific Scimed, Inc. | Atherectomy system with excess torque protection |
CN114127659B (en) | 2019-07-18 | 2024-02-27 | 株式会社安川电机 | Control system, control method, and nonvolatile memory device |
CN111198561B (en) * | 2019-12-05 | 2021-10-22 | 浙江大华技术股份有限公司 | Motion control method and device for target tracking, computer equipment and storage medium |
TWI721872B (en) * | 2020-04-23 | 2021-03-11 | 德律科技股份有限公司 | Automatic control system and method for automatic machine having conveyer |
CN113821006B (en) * | 2020-05-07 | 2022-10-14 | 牧今科技 | Method and computing system for determining values of error parameters indicative of robot calibration quality |
CN113962138B (en) * | 2020-07-21 | 2023-11-03 | 腾讯科技(深圳)有限公司 | Method, device, equipment and storage medium for determining parameter value of mobile platform |
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JP3341305B2 (en) * | 1992-06-30 | 2002-11-05 | ソニー株式会社 | Acceleration / deceleration pattern generation apparatus, acceleration / deceleration pattern generation method, and method for solving inverse kinematics problem and time axis correction method used for the same |
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-
2012
- 2012-10-12 JP JP2012226827A patent/JP2013225284A/en active Pending
- 2012-10-12 KR KR1020120113619A patent/KR101378824B1/en active IP Right Grant
-
2013
- 2013-04-18 TW TW102113747A patent/TWI498701B/en not_active IP Right Cessation
- 2013-04-18 WO PCT/US2013/037122 patent/WO2013158849A2/en active Application Filing
-
2016
- 2016-11-10 JP JP2016219310A patent/JP2017062824A/en active Pending
Also Published As
Publication number | Publication date |
---|---|
TWI498701B (en) | 2015-09-01 |
WO2013158849A3 (en) | 2013-12-12 |
WO2013158849A2 (en) | 2013-10-24 |
JP2017062824A (en) | 2017-03-30 |
TW201351082A (en) | 2013-12-16 |
KR101378824B1 (en) | 2014-03-27 |
JP2013225284A (en) | 2013-10-31 |
KR20130122704A (en) | 2013-11-08 |
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