期刊文献+

基于模糊控制的棉田变量对靶喷药除草系统设计 被引量:16

Weed Control System for Variable Target Spraying Based on Fuzzy Control
下载PDF
导出
摘要 为实现自动精确去除棉田杂草,减少除草剂用量,设计了一种以S3C2410处理器为核心,采用模糊控制算法的变量对靶喷药除草系统,实现了自动识别杂草以及根据采集车速、杂草密度信息自动调整流量的功能。设计了双输入、单输出模糊控制器,并对其进行了仿真研究。仿真结果表明,利用该控制器能实现喷药量随车速及杂草密度变化而实时改变。在室内搭建了模拟棉田环境的变量对靶喷药试验台,对喷药系统进行了测试,试验测得在速度0.2 m/s时,喷药除草对靶率达90%。 In order to reduce herbicide dosage and automatic precise weeding in cotton fields,a variable target weed spraying system uses fuzzy control algorithm with processor core of S3C2410 was designed.This system achieved automatic weeds identification,system speed and flow information collection,flow and pressure adjustment and other functions.A dual-input single-output fuzzy controller was designed and simulated.Simulation results showed that the controller could control the amount of spraying with the speed and density in real-time changed.An indoor test bed which could simulate cotton environment was built and the spraying system was tested.The results showed that over 90% weeds were sprayed with speed of 0.2 m/s.
出处 《农业机械学报》 EI CAS CSCD 北大核心 2011年第4期179-183,共5页 Transactions of the Chinese Society for Agricultural Machinery
基金 江苏省自然科学基金资助项目(BK2009200) 江苏省农业装备与智能化高技术研究重点实验室项目(BM2009703) 镇江市国际合作计划资助项目(GJ2008008)
关键词 杂草识别 对靶喷药 模糊控制 Weed identification Spraying on target Fuzzy control
  • 相关文献

参考文献4

二级参考文献23

  • 1陈勇,郑加强.精确施药可变量喷雾控制系统的研究[J].农业工程学报,2005,21(5):69-72. 被引量:72
  • 2Steward B L, Tian L F. Machine-vision weed density estimation for real time, outdoor lighting conditions. Transaction of ASAE, 1999, 42(6): 1897~1909.
  • 3Steward B L, Tian L F, Tang L. Distance-based control system for machine vision-based selective spraying. Transactions of the ASAE,2002,45(5): 1255~1262.
  • 4Li Zhigang, Fu Zetian, Shi Yan, et al. Prototype system of automatic idenfication cotton insect pests and intelligent decision based on machine vision. 2003 ASAE Meeting, Paper 031107.
  • 5Kevin Gillis P, Giles D Ken, Slaughter David C, et al. Injection and fluid handling system for machine-vision controlled spraying. 2001 ASAE Meeting, Paper 011114.
  • 6Chi Y T, Chien C F, Lin T T. Leaf shape modeling and analysis using geometric descriptors derived from bezier curves. Transactions of ASAE, 2003, 46(1);175~185.
  • 7EI-Faki M S, Zhang N, Peterson D E. Factors affecting color-based weed detection. Transaction of the ASAE, 2000, 43(4):1001~1009.
  • 8郑加强.21世纪精确农药使用方法展望[C].见:倪汉祥 成卓敏主编.面向21世纪植物保护发展战略研讨会论文集[A].北京:中国科学技术出版社,2001年.415-419.
  • 9Panneton B, R Theriault, B Lacasse. Efficacy evaluation of a new spray-recovery sprayer for orchards[J]. Transactions of ASAE, 2002,44(3) :473-479.
  • 10Tumbo S D, M Salyani, J D Whitney. Investigation of laser and ultrasonic ranging sensors for measurements of citrus canopy volume[J]. Applied Engineering in Agriculture, 2002,18(3) :367-372.

共引文献101

同被引文献197

引证文献16

二级引证文献173

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部