Combined contour error control method for five-axis machine tools based on digital twin
Contour error is a critical factor influencing machining quality. This paper proposes a combined contour error control method for five-axis machine tools based on digital twin. The proposed method combines pre-compensation implemented in digital twin with feedback control in the real-time controller. After obtaining the tool path input, the digital twin performs interpolation and applies model predictive pre-compensation control to the interpolated commands to control modeled errors. The pre-compensated commands and interpolation data are sent to the real-time controller where contour error is estimated and controlled in each control cycle through feedback control to control unmodeled errors. Using the S-shaped curve as the test case, the maximum tool tip position contour error is reduced by 77.78%, with an average reduction of 83.90%. The maximum tool orientation contour error decreased by 79.05%, with an average reduction of 86.66%. The experimental results demonstrate that the proposed method significantly reduces tool contour error.
Authors
- Zhiqi Yang (ORCID: https://orcid.org/0000-0001-5003-8507)
- Yanqiang Liu (ORCID: https://orcid.org/0000-0002-1023-9029)
- Liuquan Wang (ORCID: https://orcid.org/0000-0001-7884-7509)
- Shisheng Lv
- Qiang Liu (ORCID: https://orcid.org/0000-0001-8247-1532)
- Xin Song (ORCID: https://orcid.org/0000-0001-5537-9087)
- Ruijie Yang (ORCID: https://orcid.org/0000-0002-2836-8005)
Institutions
- China National Space Administration (CN)
- Jiangxi Institute of Agricultural Machinery (Company) (CN)
- Beihang University (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2025-05-22
- DOI
- https://doi.org/10.1038/s41598-025-02047-2
- Citations
- 4
- Primary Topic
- Iterative Learning Control Systems
- Type
- article
- Field-Weighted Citation Impact
- 4.86