Research on the Control System of Strawberry Picking Robot Based on Halcon Vision and Multi-Axis Collaborative Control of Mitsubishi PLC
This paper designs a three-axis robotic arm system based on Halcon vision and Mitsubishi PLC to address the problems of low efficiency and high damage rate in agricultural picking. Millimeter-level fruit positioning was achieved through HSV color space conversion and morphological processing, and the coordinates were transmitted to FX3U PLC via the CC-LINK protocol; The position-speed-current three-loop closed-loop architecture was constructed using the FX3U-2PG module, and the linear interpolation algorithm was used to drive the coordinated movement of the X, Z, and C axes to solve the path planning problem; Thin-film sensors are used at the end to achieve PID control of clamping force. The experiment showed that the success rate of 300 picks was 96%, and the accuracy of 100 repeat positioning was 1.8mm. The system provides a high-precision solution for agricultural automation.
Authors
- He Wang (ORCID: https://orcid.org/0009-0003-2837-0556)
- Wenbo Qi
- Jeremiah D. Deng (ORCID: https://orcid.org/0000-0003-3727-4403)
- Tianyun Wang (ORCID: https://orcid.org/0000-0002-0793-1006)
- Jiping Wang (ORCID: https://orcid.org/0000-0003-3741-4269)
- Dong Xia (ORCID: https://orcid.org/0000-0003-0834-3019)
Institutions
- Nanjing University of Science and Technology (CN)
- Ningbo University of Finance & Economics (CN)
- China Telecom (China) (CN)
- Jiangsu Industry Technology Research Institute (CN)
- China Telecom (CN)
- Nanjing University of Science and Technology ZiJin College
Publication Details
- Published
- 2025-06-06
- DOI
- https://doi.org/10.1109/dlcv65218.2025.11088524
- Primary Topic
- Smart Agriculture and AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00