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自动补苗装置精准定位自适应模糊PID控制
  • ISSN号:1002-6819
  • 期刊名称:《农业工程学报》
  • 时间:0
  • 分类:TP273[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]石河子大学机械电气工程学院,石河子832000, [2]重庆大学机械传动国家重点实验室,重庆404100, [3]新疆天业股份有限公司,石河子832000, [4]石河子大学理学院,石河子832000
  • 相关基金:国家自然科学基金资助项目(51565048);重庆大学国家机械传动重点实验室开放课题(SKLMT-KFKT-201516);
中文摘要:

为实现补苗装置精准定位控制,解决自动移栽作业过程中因穴盘缺苗和取苗投苗失败而导致的漏栽问题,采用自适应Fuzzy-PID控制算法来实现钵苗输送的步进定位控制。构建了步进电机角速度控制传递函数的数学模型,设计了自适应Fuzzy-PID控制器及其模糊规则,通过MATLAB的Simulink模块建立了基于模糊PID控制器的步进电机系统角速度控制模型,以阶跃信号作为激励信号,自适应模糊PID控制和PID控制的仿真试验表明:PID控制的响应时间为7 s,出现超调量为0.1的振荡,通过调整PID控制器参数增大比例系数,系统响应时间缩短为2.2 s,系统响应速度明显加快,且未出现振荡环节;自适应模糊PID的响应时间为0.12 s,步进电机系统快速到达阶跃响应的稳态值,步进电机角速度控制稳定,角速度响应快,满足钵苗输送的定位要求。自动补苗试验结果表明:在植苗频率为40、50与60株/min时,补苗成功率分别为100%,100%、95.8%,且只要光纤传感器检测到漏苗信号,基于自适应Fuzzy-PID控制的步进电机系统快速响应,补苗控制系统都能准确及时地进行自动补苗。该研究可为解决自动移栽机田间作业的漏栽问题提供参考。

英文摘要:

There is more serious seedling leakage phenomenon for duckbill-type automatic transplanter. When the seedlings in plug tray are lacked or the picking seedling machinery fails to pick seedling or the trajectory is inaccurate, throwing seedling to duckbill planter will cause cavity phenomenon on the surface of soil. Current research has focused on seedlings detection out of plug tray, aiming to provide guidelines in picking seedling mechanism's work regularity. However, it cannot resolve the problems that picking seedling needle clamp fails to grip seedlings into duckbill planter, which leads to seedling trajectory deviation. In this paper, a new auto-detect seedlings device suitable for automatic transplanting machine was designed in order to solve the problems above. Seedling positioning detection control system was analyzed and studied systematically. Different from general control system of transplanting machine, which was commonly simple closed-loop control, a method was developed, which adopted the self-adaptation fuzzy-PID (proportion, integral, derivative) control algorithm. It could control stepping motor angle speed firmly, improve response speed to angle speed, and control seedlings positioning accurately on automatic detection system. The mathematical model of the stepping motor velocity control transfer function was developed, and the adaptive fuzzy-PID controller and the fuzzy rules were designed. The mathematical model of angular speed control of stepping motor was established through MATLAB Simulink module based on fuzzy-PID controller of stepper motor system. The control model took step signal as excitation signal, and the adaptive fuzzy-PID control and PID control simulation experiments showed that when the system exerted incentive through step signal, the response time of PID control was 7 s, the system response was slow, and the shock with a super adjustable volume of 0.1 appeared. Through adjusting PID controller parameter and increasing proportion coefficient, the system response time wa

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期刊信息
  • 《农业工程学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国农业工程学会
  • 主编:朱明
  • 地址:北京朝阳区麦子店街41号
  • 邮编:100125
  • 邮箱:tcsae@tcsae.org
  • 电话:010-59197076 59197077 59197078
  • 国际标准刊号:ISSN:1002-6819
  • 国内统一刊号:ISSN:11-2047/S
  • 邮发代号:18-57
  • 获奖情况:
  • 百种中国杰出学术期刊,中国精品科技期刊,中国科协精品科技期刊工程项目期刊,RCCSE中国权威学术期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),英国食品科技文摘,中国北大核心期刊(2000版)
  • 被引量:93231