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小麦精少量播种播量检测系统研制
引用本文:姜萌, 刘彩玲, 都鑫, 戴磊, 黄嵘彪, 袁昊. 小麦精少量播种播量检测系统研制[J]. 农业工程学报, 2021, 37(5): 50-58. DOI: 10.11975/j.issn.1002-6819.2021.05.006
作者姓名:姜萌  刘彩玲  都鑫  戴磊  黄嵘彪  袁昊
作者单位:1.中国农业大学工学院,北京 100083;2.中国农业大学农业农村部土壤-机器-植物系统技术重点实验室,北京 100083
基金项目:国家重点研发计划项目(2016YFD020060704)
摘    要:针对小麦精少量播种存在种子相互重叠、播种量准确检测难的问题,该研究以小麦宽苗带精少量播种施肥机为载体,基于红外检测原理,开发了内插式播种量检测传感器。根据种子通过传感器的运动过程,确定系统采样频率为1×103 Hz。分别对1、2和3粒种子通过检测区域时的传感器电压进行采样,并通过传感器电压峰值和均值2种方法,确定了区分1粒与2粒、2粒与3粒种子的判定阈值。以衡观35、济麦22和存麦11为对象进行静态试验,结果表明2种方法的平均绝对百分比检测误差分别为7.08%和8.87%,不同品种间最大检测误差分别为0.72%和1.18%。为进一步提高检测精度,对峰值检测法进行修正,修正系数为7.08%。田间试验结果表明,系统的绝对检测误差范围为1.12%~5.63%,平均绝对百分比误差为3.12%,所研制的播种量检测系统具有较高的检测准确率,满足播种量120~180 kg/hm2、作业速度2.5~4.6 km/h条件下的播量检测要求,且具有较好的抗日光和粉尘干扰性能。

关 键 词:农业机械  传感器  小麦  播种量监测  田间试验
收稿时间:2020-11-12
修稿时间:2021-02-25

Development of seeding rate detection system for precision and small amount sowing of wheat
Jiang Meng, Liu Cailing, Du Xin, Dai Lei, Huang Rongbiao, Yuan Hao. Development of seeding rate detection system for precision and small amount sowing of wheat[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2021, 37(5): 50-58. DOI: 10.11975/j.issn.1002-6819.2021.05.006
Authors:Jiang Meng  Liu Cailing  Du Xin  Dai Lei  Huang Rongbiao  Yuan Hao
Affiliation:1.College of Engineering, China Agriculture University, Beijing 100083, China;2.Key Laboratory of Soil-Machine-Plant System Technology, Ministry of Agriculture and Rural Affairs, China Agricultural University, Beijing 100083, China
Abstract:Seeding amount determines the distribution density of plants in the field, thereby posing a significant impact on the final yield of crops. Real-time detection of sowing amount is an inevitable trend in precise agriculture. However, the current technology is difficult to rapidly identify overlapping seeds for the total amount of wheat precision seeding. In this study, an accurate detection system with an interpolation sensor was developed to control the seeding amount in a wheat precision planter with a wide seedling strip. Infrared radiation LEDs were used as the sensitive elements, and the 24-bit ADS1256 as the high-precision sampling module. The sampling frequency of the system was determined to be 1×103 Hz. The process of seed falling was analyzed, where the seeds were sampled at least three times when the sensor was scanning over the detection areas. The sampling voltage of one seed, two seeds, and three seeds were obtained when the sensor passed through. Two sampling threshold divisions were set using the peak and the mean value, according to the sampling voltage. In the peak, 489 was the threshold value for 1 and 2 seeds while 616 for 2 and 3 seeds. In the mean, 277 was the threshold value for 1 and 2 seeds while 330 for 2 and 3 seeds. A detection system of precision seeding was realized to integrate with the interaction interface of touch screen personal-computer and drive control of a stepper motor. A field experiment of planter under static state was carried out to verify the detection accuracy of the system, the adaptability for different varieties of wheat and seeding frequency, and further to evaluate the two-threshold division. Three types of wheat were selected as the research objects, including Heng-Guan 35, Ji-Mai 22, and Cun-Mai 11. It was found that the peak detection was optimal, due to the low detection error and good adaptability to different wheat varieties. The peak detection was further revised, where the correction coefficient was 7.08%. A field experiment was also carried out to further verify the performance of the detection system under dynamic conditions. It was found that the absolute detection error of the system ranged from 1.12%~5.63%, and the mean absolute error was 3.12%, indicating a high detection accuracy for the high requirements under various sowing rates and operation speeds, as well as a high resistance to sunlight and dust interference. The finding can provide potential technical support for the design of seed tube sensor, and the rapid detection of seeding amount in the process of precision wheat sowing.
Keywords:agricultural machinery   sensors   wheat   seeding rate detection   field experiment
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