Abstract
Aiming at the problem that the film tension control system of food packaging machine has the characteristics of multi-interference, time-varying and non-linearity, and the traditional PID is difficult control, a fuzzy fractional PID film tension control system is designed. Using expert knowledge and mature experience, combined with fractional order control, the control rules of five parameters of fractional order PID are designed, and the on-line real-time tuning of fractional order PID parameters is realized, which improves the precision and stability of bag film tension control. With PLC and touch screen as the core and TIA protal as the development platform, the hardware design, network configuration and program design of the control system are completed, and the control system is upgraded. The simulation results show that the fuzzy fractional PID controller has the advantages of fast response speed, good robustness of model mismatch and strong anti-interference ability. The control system can meet the requirements of precision and stability of tension control of packaging machine bag film.
Publication Date
2-18-2023
First Page
79
Last Page
84
DOI
10.13652/j.issn.1003-5788.2020.12.017
Recommended Citation
HU, Ya-nan; LI, Xin; HUO, Jiao-fei; LI, Ming-hui; and SUO, Xiao-juan
(2023)
"Design of tension control system of food packaging machine based on fuzzy fractional-order PID,"
Food and Machinery: Vol. 36:
Iss.
12, Article 17.
DOI: 10.13652/j.issn.1003-5788.2020.12.017
Available at:
https://www.ifoodmm.cn/journal/vol36/iss12/17
References
[1] 郑景润.基于增量PID算法的包装机滤纸放卷控制[J].包装与食品机械,2019,37(2):54-57.
[2] 温玉春,刘祺君.基于模糊PID的包装机热封切刀温度控制[J].包装工程,2017,38(3):109-113.
[3] 胡汪洋,曹成茂,吴正敏,等.小袋山核桃仁包装机袋膜纠偏模糊控制系统设计[J].食品与机械,2017,33(8):59-65.
[4] 胡亚南,祁广利,霍蛟飞,等.基于模糊PID的FDM型3D打印机喷头温度控制系统[J].包装工程,2017,38(19):173-178.
[5] 吕颖利,吕少龙,焦英英.基于二自由度PI控制器的吹塑机张力控制系统[J].塑料科技,2020,48(1):118-121.
[6] 周克良,胡梁眉,洪智慧.模糊分数阶PID在线径控制系统中的应用[J].制造业自动化,2019,41(7):63-69.
[7] 车海军,马鲁飞,杨景明,等.基于模糊自适应分数阶带钢纠偏控制策略研究[J].高技术通讯,2019,29(6):594-601.
[8] 索小娟,卫前伟.改进模糊PID的称重式包装机智能控制[J].包装与食品机械,2020,38(1):55-60.
[9] 任少伟,杨传民,孟祥飞.基于PLC的全自动给袋式包装机称量控制系统研究[J].包装工程,2019,40(3):162-168.
[10] 李鑫,张煜星,高博.基于S7-1200PLC的啤酒发酵温度控制系统研究[J].食品与机械,2018,34(4):116-119,152.
[11] 丰会萍,胡亚南,闫琛钰,等.基于TIA Portal的多功能茶叶包装机控制系统设计[J].食品与机械,2017,33(7):85-88.
[12] 高雪,袁飞.基于STM32和PLC的枕式包装机控制系统的设计[J].包装与食品机械,2019,37(3):19-23.