变量喷雾流量阀的变论域自适应模糊PID控制
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国家自然科学基金项目支持(10903033);重庆市科技攻关项目(2009AC6090);重庆科技学院大学生科技创新计划资助


Variable universe adaptive fuzzy PID control of spray flow valve
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    摘要:

    为解决变量喷雾过程中实时混药时农药微小流量的控制问题,采用小型针阀、直流电动机及减速器设计了机电流量控制阀。构建了机电流量控制阀传递函数的数学模型,并为之设计了变论域自适应模糊PID控制算法。对该流量控制阀进行了变论域自适应模糊PID控制和PID控制的MATLAB仿真,比较结果表明:PID控制的响应时间为3.5 s,最大超调量约为39.0%,变论域自适应模糊PID的响应时间为0.93 s,超调量最大不超过2.9%。系统稳定性,准确性和快速性等指标完全满足农业技术要求。

    Abstract:

    To solve the control problem of micro-flow or low flow on real-time mixing of pesticides in the course of variable rate spraying, an electromechanical flow control valve was developed with a miniature pin valve, a direct current (DC) motor, and a gear set. Mathematical model of Electromechanical flow control valve was constructed, and variable universe adaptive fuzzy PID control algorithm was designed. The simulations with software MATLAB for the variable universe adaptive fuzzy PID controller and a PID controller of the electromechanical flow control valve were carried out. Results showed that the response time of PID control was 3.5 s, the maximum overshoot was about 39.0%, and the response time of variable universe adaptive fuzzy PID was 0.93 s, and the maximum overshoot didn’t exceed 2.9%. The system is of good stability, accuracy and rapidity and able to satisfy the agriculture technical requirements

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宋乐鹏,董志明,向李娟,型思远.变量喷雾流量阀的变论域自适应模糊PID控制[J].农业工程学报,2010,26(11):114-118.

Song Lepeng, Dong Zhiming, Xiang Lijuan, Xing Siyuan. Variable universe adaptive fuzzy PID control of spray flow valve[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE),2010,26(11):114-118.

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  • 收稿日期:2010-02-20
  • 最后修改日期:2010-05-01
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