Research on Position Error Prediction and Compensation of Direct Drive Turntable Based on WOABP Network
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | Journal of Physics: Conference Series vol. 2694, no. 1 (Jan 2024), p. 012060 |
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| Prif Awdur: | |
| Awduron Eraill: | , , |
| Cyhoeddwyd: |
IOP Publishing
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| Pynciau: | |
| Mynediad Ar-lein: | Citation/Abstract Full Text - PDF |
| Tagiau: |
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
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MARC
| LEADER | 00000nab a2200000uu 4500 | ||
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| 001 | 2923037140 | ||
| 003 | UK-CbPIL | ||
| 022 | |a 1742-6588 | ||
| 022 | |a 1742-6596 | ||
| 024 | 7 | |a 10.1088/1742-6596/2694/1/012060 |2 doi | |
| 035 | |a 2923037140 | ||
| 045 | 2 | |b d20240101 |b d20240131 | |
| 100 | 1 | |a Chen, Xiumei |u Mechanical and Engineering College, Beijing Information Science and Technology University , Beijing 100192 , China | |
| 245 | 1 | |a Research on Position Error Prediction and Compensation of Direct Drive Turntable Based on WOABP Network | |
| 260 | |b IOP Publishing |c Jan 2024 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a A method to identify the position error of direct drive numerical control turntable by measuring current and eccentric load is proposed, and the position error model of direct drive numerical control turntable based on whale Optimized BP (WOABP) neural network is established. The test-bed is built to measure the current, eccentric load and position error. The measured current and eccentric load are trained by WOABP neural network, and the position error of direct drive numerical control turntable is obtained. By comparing the original error, the error obtained by BP neural network and the error obtained by WOABP neural network, the effectiveness of WOABP neural network model is verified. The position error of direct drive numerical control turntable is compensated by the error obtained by the model. | |
| 653 | |a Position measurement | ||
| 653 | |a Mathematical models | ||
| 653 | |a Error analysis | ||
| 653 | |a Turntables | ||
| 653 | |a Eccentric loads | ||
| 653 | |a Identification methods | ||
| 653 | |a Numerical controls | ||
| 653 | |a Eccentricity | ||
| 653 | |a Back propagation networks | ||
| 653 | |a Position errors | ||
| 700 | 1 | |a Liu, Jiachi |u Mechanical and Engineering College, Beijing Information Science and Technology University , Beijing 100192 , China | |
| 700 | 1 | |a Lin, Haochun |u Mechanical and Engineering College, Beijing Information Science and Technology University , Beijing 100192 , China | |
| 700 | 1 | |a Xu, Youmin |u Mechanical and Engineering College, Beijing Information Science and Technology University , Beijing 100192 , China | |
| 773 | 0 | |t Journal of Physics: Conference Series |g vol. 2694, no. 1 (Jan 2024), p. 012060 | |
| 786 | 0 | |d ProQuest |t Advanced Technologies & Aerospace Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/2923037140/abstract/embedded/H09TXR3UUZB2ISDL?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/2923037140/fulltextPDF/embedded/H09TXR3UUZB2ISDL?source=fedsrch |