Research on Springback Compensation Method of Roll Forming Based on Improved Fuzzy PID Control

To enhance the forming accuracy of circular rolling, this paper proposes a control strategy for compensating the springback of sheet metals by altering the rolling angle. A kinematic model for circular rolling springback compensation is established to monitor the forming radian of the sheet metal in real time. The motor is then controlled to adjust the rolling angle of the sheet metal through a mechanical structure, thereby achieving springback compensation. To realize the precise control required by the springback compensation control strategy, a fuzzy PID controller strategy optimized by the coupled whale particle (CWP) algorithm is designed. The research results indicate that the error between the formed radius and the desired radius in a normal circular rolling experiment is 5.4%, 5.32%, and 5.52%. However, after applying the springback compensation strategy, the error in the circular rolling experiment is reduced to 1.6%, 1.55%, and 1.72%. This demonstrates that the proposed springback compensation strategy for circular rolling effectively improves the accuracy of circular rolling.

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Publication Details

Journal
Applied Sciences
Published
2025-03-29
DOI
https://doi.org/10.3390/app15073748
Citations
1
Primary Topic
Metal Forming Simulation Techniques
Type
article
Field-Weighted Citation Impact
0.71
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article

Research on Springback Compensation Method of Roll Forming Based on Improved Fuzzy PID Control

H. Weng, Tengqiang Wang, Dongqiao Zhang, Yingping Qian et al.
1 citations
Applied Sciences
Metal Forming Simulation Techniques
0.71
article

Research on Springback Compensation Method of Roll Forming Based on Improved Fuzzy PID Control

H. Weng, Tengqiang Wang, Dongqiao Zhang, Yingping Qian, Yiran Jiang, W. X. Fang
article en
1 citations

Abstract

To enhance the forming accuracy of circular rolling, this paper proposes a control strategy for compensating the springback of sheet metals by altering the rolling angle. A kinematic model for circular rolling springback compensation is established to monitor the forming radian of the sheet metal in real time. The motor is then controlled to adjust the rolling angle of the sheet metal through a mechanical structure, thereby achieving springback compensation. To realize the precise control required by the springback compensation control strategy, a fuzzy PID controller strategy optimized by the coupled whale particle (CWP) algorithm is designed. The research results indicate that the error between the formed radius and the desired radius in a normal circular rolling experiment is 5.4%, 5.32%, and 5.52%. However, after applying the springback compensation strategy, the error in the circular rolling experiment is reduced to 1.6%, 1.55%, and 1.72%. This demonstrates that the proposed springback compensation strategy for circular rolling effectively improves the accuracy of circular rolling.

Applied SciencesVol. 15(7)
Hubei University of Technology (CN)
Openalex Percentile: Top 34%
Metal Forming Simulation Techniques
0.71
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Research on Springback Compensation Method of Roll Forming Based on Improved Fuzzy PID Control — H. Weng, Tengqiang Wang, et al. · Applied Sciences (2025) | TGRS Research Map | TGRS