Design and Experimental Testing of a Control System for a Solid-Fertilizer-Dissolving Device Based on Fuzzy PID

被引:5
|
作者
Song, Xiuhua [1 ]
Li, Hong [1 ]
Chen, Chao [1 ]
Xia, Huameng [1 ]
Zhang, Zhiyang [1 ]
Tang, Pan [1 ]
机构
[1] Jiangsu Univ, Res Ctr Fluid Machinery & Technol, Zhenjiang 212013, Jiangsu, Peoples R China
来源
AGRICULTURE-BASEL | 2022年 / 12卷 / 09期
基金
中国国家自然科学基金;
关键词
fertilization uniformity; closed-loop control; single-chip microcomputer; fuzzy PID; solid-fertilizer-dissolving device; IRRIGATION; DRIP;
D O I
10.3390/agriculture12091382
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
To overcome the problem of poor uniformity of solid-fertilizer-dissolving devices due to lag of fertilizer dissolution, a closed-loop control system based on fuzzy proportional-integral-derivative (PID) was designed and tested. A fertilizer concentration regulation model was then established according to the results. In this system, the control core was an STM32 used to feed back the fertilization concentration by detecting the electrical conductivity. For real-time adjustment of the fertilizer flow rate and water flow rate, a fuzzy PID control algorithm was utilized to compare the detected concentrations with the set concentrations. The linear relationships between quantities such as the fertilizer rate and PWM frequency, water flow rate and PWM duty ratio of the direct-current pump, and fertilizer concentration and electrical conductivity were all established to calibrate the system. The influence of the fertilizer flow rate and water flow rate on fertilizer concentration was determined by the control variable test method. The results showed a positive linear relationship between fertilizer concentration and fertilizer flow rate, while a reverse linear relationship was established between fertilizer concentration and water flow rate. After the introduction of the control system into the self-developed solid-fertilizer-dissolving device, the fertilizer concentration fluctuated near the set concentration in a range of no more than 1 g/L. After the disturbance of the fertilization device, the control system fine-tuned the device with a steady-state error of about 0.55 g/L after the system reached stability. The control system designed in this study was shown to run normally with good stability, speed, and accuracy, and with improved fertilization uniformity of the solid-fertilizer-dissolving device. This study lays the foundation for further study of fertilization control systems. It also provides a reference for the development of precise and intelligent fertigation.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Design of Temperature Control System for Environment Simulation Test based on Fuzzy PID
    Peng, Sun
    Yong, Zhang
    Biao, Liu
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 4489 - 4493
  • [22] Greenhouse Irrigation Control System Design based on ZigBee and Fuzzy PID Technology
    Zhou, Bing
    Yang, Qiliang
    Liu, Kenan
    Li, Peiqing
    Zhang, Jing
    Wang, Qijian
    PIAGENG 2013: INTELLIGENT INFORMATION, CONTROL, AND COMMUNICATION TECHNOLOGY FOR AGRICULTURAL ENGINEERING, 2013, 8762
  • [23] Design of battery online weighing system based on PID-Fuzzy control
    Yin Sumin
    Gao Ruiqiang
    Zhou Qing
    Zhang Ping
    ADVANCES IN MECHATRONICS TECHNOLOGY, 2011, 43 : 44 - 48
  • [24] Design and experiment of magnetic navigation control system based on fuzzy PID strategy
    Geng, Guosheng
    Jiang, Feng
    Chai, Chao
    Wu, Jianming
    Zhu, Yejun
    Zhou, Guiguan
    Xiao, Maohua
    MECHANICAL SCIENCES, 2022, 13 (02) : 921 - 931
  • [25] Design of a MAGLEV System with PID Based Fuzzy Control Using CS Algorithm
    Ataslar-Ayyildiz, B.
    Karahan, O.
    CYBERNETICS AND INFORMATION TECHNOLOGIES, 2020, 20 (05) : 5 - 19
  • [26] Fuzzy PID Temperature Control System Design Based on Single Chip Microcomputer
    Xie, Xiao-lan
    Long, Zhen
    INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2015, 11 (08) : 29 - 33
  • [27] Temperature control system design of semiconductor laser Based on Fuzzy-PID
    Chen, Qian-Liang
    ICMS2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION ICMS2010, VOL 3: MODELLING AND SIMULATION IN INDUSTRIAL APPLICATION, 2010, : 46 - 49
  • [28] Design and simulation of canal's moving system based on Fuzzy/PID control
    School of Urban Design, Wuhan University, Wuhan 430072, China
    Xitong Fangzhen Xuebao, 2008, 7 (1892-1895):
  • [29] The gasifier temperature control design based on the fuzzy PID control
    Peng, Cheng
    PROCEEDINGS OF THE 2015 INTERNATIONAL POWER, ELECTRONICS AND MATERIALS ENGINEERING CONFERENCE, 2015, 17 : 1054 - 1057
  • [30] Design of tracking car based on fuzzy PID control
    Wang Wencheng
    Zhao Gege
    Wang Weixian
    ISBDAI '18: PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON BIG DATA AND ARTIFICIAL INTELLIGENCE, 2018, : 219 - 223