• Optics and Precision Engineering
  • Vol. 31, Issue 23, 3504 (2023)
Wenhao LI1,2, Yufei TAN1,2, Dengke ZHOU1, Yunbai QIN1,2,*, and Jiaxing YANG1
Author Affiliations
  • 1College of Electronic and Information Engineering, Guangxi Normal University, Guilin54004, China
  • 2Intelligent Robot Laboratory, Guangxi Normal University, Guilin541004, China
  • show less
    DOI: 10.37188/OPE.20233123.3504 Cite this Article
    Wenhao LI, Yufei TAN, Dengke ZHOU, Yunbai QIN, Jiaxing YANG. Transport robot integrating multi channel optical sensing and variable integral pid algorithm[J]. Optics and Precision Engineering, 2023, 31(23): 3504 Copy Citation Text show less
    Framework of intelligent photoelectric handling robot
    Fig. 1. Framework of intelligent photoelectric handling robot
    Photos of intelligent photoelectric handling robot
    Fig. 2. Photos of intelligent photoelectric handling robot
    Structure of bottom plate
    Fig. 3. Structure of bottom plate
    Structure of top plate
    Fig. 4. Structure of top plate
    Structure of loading platform
    Fig. 5. Structure of loading platform
    Schematic diagram of grayscale sensor
    Fig. 6. Schematic diagram of grayscale sensor
    Schematic diagram of BTN8982TA
    Fig. 7. Schematic diagram of BTN8982TA
    Flowchart of intelligent optoelectric handling robot
    Fig. 8. Flowchart of intelligent optoelectric handling robot
    Schematic diagram of incremental PID control algorithm
    Fig. 9. Schematic diagram of incremental PID control algorithm
    Comparison between variable integral PID algorithm and ordinary PID algorithm
    Fig. 10. Comparison between variable integral PID algorithm and ordinary PID algorithm
    Comparison of trajectory with different PID parameters
    Fig. 11. Comparison of trajectory with different PID parameters
    Map for handling testing
    Fig. 12. Map for handling testing
    Flowchart of task 1
    Fig. 13. Flowchart of task 1
    Flowchart of task 2
    Fig. 14. Flowchart of task 2
    Test of intelligent photoelectric handling robot
    Fig. 15. Test of intelligent photoelectric handling robot
    编号加权系数编号加权系数
    β12β115
    β22β125
    β32β133
    β42β143
    β52β155
    β62β165
    β72β171
    β82β181
    β93β1910
    β103β2010
    Table 1. Weighting coefficients for each sensor after obtaining data
    传感器收敛距离/cm脱轨次数
    室内室外室内室外
    红外传感器240410815
    灰度传感器508525
    激光传感器101000
    Table 2. Maximum convergence distance and number of derailments for three sensors
    方案物块掉落次数/测试总数物块摆放位置平均时长
    0次/20次全完全放入00:01:22
    2次/20次3次未完全放入00:01:39
    Table 3. Accuracy and duration of two tracking methods in task 1
    物块颜色顺序平均用时
    1234
    绿00:01:12
    绿00:01:15
    绿00:01:22
    绿00:01:25
    00:01:41
    绿00:01:33
    绿00:01:37
    00:01:45
    Table 4. Time test for task 1 in different color sequences
    方案物块掉落次数/测试总数物块摆放位置平均时长
    0次/20次5次未完全放入00:01:35
    1次/20次1次未完全放入00:01:30
    0次/20次全部完全放入00:01:21
    Table 5. Accuracy and duration of three tracking methods in task 2
    任 务

    测试

    次数

    成功

    次数

    准确率/满分率
    搬运后放置物块1010100%
    二维码识别1010100%
    颜色识别1010100%
    机械臂抓取物块1010100%
    机器人全程循迹1010100%
    Table 6. Test data for each project
    Wenhao LI, Yufei TAN, Dengke ZHOU, Yunbai QIN, Jiaxing YANG. Transport robot integrating multi channel optical sensing and variable integral pid algorithm[J]. Optics and Precision Engineering, 2023, 31(23): 3504
    Download Citation