基于自适应模糊PID的小麦播深控制系统研究
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国家重点研发计划项目(2022YFD2001502)


Sowing Depth Control System of Wheat Planter Based on Adaptive Fuzzy PID
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    摘要:

    针对目前小麦播种机在复杂的田间作业过程中存在的播深一致性和稳定性难以控制等问题,从调节覆土量确定小麦播深的控制角度出发,提出了一种基于播深反馈的模糊PID控制方法,设计了小麦播种机高精度播深控制系统,实现了播深的自动调控,保证了小麦播深的均匀一致性。该系统主要由车载终端、播深检测模块、播前镇压辊检测模块以及播前镇压辊调节机构等4部分组成,能够实现小麦播种机播深的实时检测及调整。通过播深检测模块获取实时播深并作为反馈输入,结合播深预设值,根据专家模糊规则和Mamdani推理法对PID参数进行在线整定得到控制输出量,控制驱动器调整播前镇压辊位置,不断调整作业过程中的覆土量,从而实现对播深的实时精确控制,确保播深的一致性。田间试验结果表明:播种作业过程中,播深存在小范围波动。当设定播深为30mm、车速为3~5km/h时,播深平均值为30.13mm,播深标准差为0.18mm,播深合格率均值为93%,播深变异系数均值为2.93%。该系统实现了小麦播种机播深均匀一致的实时自适应调控。

    Abstract:

    In view of the present wheat seeder in complex field exists in the process of deep consistency and stability is difficult to control, through adjust the volume of overburden soil from aspects determine wheat sowing depth control perspective, a fuzzy PID control method was proposed based on sowing depth feedback, the designed wheat seeder sowing depth control system had high precision, which realized the automatic control of sowing depth, and the uniformity of sowing depth of wheat was ensured. The system was mainly composed of four parts: vehicle terminal, sowing depth detection module, pre sowing suppression roller detection module and pre sowing suppression roller adjustment mechanism, which can realize real-time sowing depth detection and adjustment of wheat sowing machine. The real-time sowing depth was obtained through the sowing depth detection module and used as feedback input. Combined with the preset sowing depth value, PID parameters were adjusted online according to the expert fuzzy rule and Mamdani reasoning method to obtain the control output. The driver was controlled to adjust the position of the suppression roll before sowing and the amount of soil cover during the operation constantly, so as to achieve real-time and accurate control of sowing depth and ensure consistency of sowing depth. The results of field experiment showed that the sowing depth fluctuated in a small range during the sowing operation. When the sowing depth was set to be 30mm, the average sowing depth was 30.13mm, planter speed was 3~5km/h, the standard deviation of sowing depth was 0.18mm, the average passing rate of sowing depth was 93%, and the mean coefficient of variation of sowing depth was 2.93%. The system realized real-time adaptive control of uniform sowing depth of wheat planter.

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薛冰,周利明,牛康,郑元坤,白圣贺,隗立昂.基于自适应模糊PID的小麦播深控制系统研究[J].农业机械学报,2023,54(s1):93-102. XUE Bing, ZHOU Liming, NIU Kang, ZHENG Yuankun, BAI Shenghe, WEI Li’ang. Sowing Depth Control System of Wheat Planter Based on Adaptive Fuzzy PID[J]. Transactions of the Chinese Society for Agricultural Machinery,2023,54(s1):93-102.

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  • 收稿日期:2023-07-18
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  • 在线发布日期: 2023-12-10
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