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Refined Simulation Method for Computer-Aided Process Planning Based on Digital Twin Technology
| Content Provider | MDPI |
|---|---|
| Author | Xin, Yupeng Chen, Yiwen Li, Wenhui Li, Xiuhong Wu, Fengfeng |
| Copyright Year | 2022 |
| Description | Simulation technology is widely used in computer-aided process planning (CAPP). The part machining process is simulated in the virtual world, which can predict manufacturing errors and optimize the process plan. Simulation accuracy is the guarantee of process decision-making and optimization. This article focuses on the use of digital twin technology to build a high-fidelity process model, taking the advantage of the integration of multiple systems, in order to achieve the dynamic association of real-time manufacturing data and process models. Making use of the CAPP/MES systems, the surface inspection data of the part is fed back to the CAPP system and associated with the digital twin process model. The wavelet transform method is used to reduce the noise of the high-frequency signal of the detection data, and the signal-to-noise ratio (SNR) is calculated to verify the noise reduction effect. The surface topography, after noise reduction, was reconstructed in Matlab. On this basis, the Poisson reconstruction algorithm is used to reconstruct the high-fidelity process model for the refined simulation of the subsequent processes. Finally, by comparing the two sets of simulation experiments with the real machining results, we found that the simulation results, based on the digital twin model, are more accurate than the traditional simulation method by 58%. |
| Starting Page | 620 |
| e-ISSN | 2072666X |
| DOI | 10.3390/mi13040620 |
| Journal | Micromachines |
| Issue Number | 4 |
| Volume Number | 13 |
| Language | English |
| Publisher | MDPI |
| Publisher Date | 2022-04-15 |
| Access Restriction | Open |
| Subject Keyword | Micromachines Manufacturing Engineering Digital Twin Simulation Computer-aided Process Planning (capp) Machining Manufacturing Systems Engineering |
| Content Type | Text |
| Resource Type | Article |
