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An assessment of sugarcane yield monitoring concepts and techniques from commercial yield monitoring systems

机译:从商业产量监测系统评估甘蔗产量监测概念和技术

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摘要

A number of attempts have been made to monitor cane yield variation across a block in Australia. These have ranged from the early yield monitoring systems based on discrete mass measurement, to the current focus of predicting yield via surrogate measurements based on chopper pressure, feed train roller displacement and elevator power. Recent work aimed at assessing commercially available sensors (Jensen et al. 2010) suggested that there were several areas in which there was room for marked improvement. Rather than testing commercially available sensors, this paper details the testing that was conducted on evaluating the measurement concept. These concepts included; the pressure drop across the elevator and chopper motors, a load cell in the elevator floor and the angle of opening of the top feed roller. These concepts cover those being employed in the commercial units, both past and present. Trials were conducted during the 2010 season in the Bundaberg region and in both the Bundaberg and Herbert regions in 2011. Campbell Scientific CR3000 dataloggers were used to read each of the sensors at 40 Hz and record the averaged value every second, along with the GPS information. In addition to this sensor data, sugarcane yield was also measured to determine the accuracy and resolution of the respective yield monitoring concepts. Yield was determined using two methods and included mill (bin) weight data for individually consigned sub-blocks and weighed 50 m row samples into a weigh truck. The approach used was consistent with the methodology previously developed to assess the accuracy of commercial yield monitoring equipment during 2008/09. Preliminary analysis indicates that there are considerable similarities between the yield monitoring concepts in terms of their ability to measure yield, and that how the sensor data is recorded and managed is critical to the accuracy and overall performance of these concepts as yield monitors. This paper reports on the findings of this work and makes recommendations for further refining the devices and for additional work.
机译:已经进行了许多尝试来监测澳大利亚一个地区的甘蔗产量变化。从早期基于离散质量测量的产量监控系统到当前通过基于斩波器压力,进给轮辊位移和升降机功率的替代测量来预测产量的关注点,范围很广。旨在评估市场上可买到的传感器的最新工作(Jensen等人,2010年)表明,在几个领域中仍有明显改善的空间。本文没有测试商用传感器,而是详细介绍了在评估测量概念时进行的测试。这些概念包括:升降机和斩波器电机上的压降,升降机底板中的称重传感器以及顶部进纸辊的打开角度。这些概念涵盖了过去和现在在商业部门中使用的概念。在2010赛季期间,在Bundaberg地区以及2011年在Bundaberg和Herbert地区进行了试验。使用Campbell Scientific CR3000数据记录仪以40 Hz的频率读取每个传感器,并每秒记录平均值以及GPS信息。 。除此传感器数据外,还测量了甘蔗产量,以确定各个产量监测概念的准确性和分辨率。使用两种方法确定产量,其中包括各个托运子块的工厂(箱)重量数据,并将称重的50 m行样品放入称重车。使用的方法与先前开发的用于评估2008/09年度商业产量监测设备准确性的方法一致。初步分析表明,就产量测量能力而言,产量监视概念之间存在相当大的相似性,并且如何记录和管理传感器数据对于这些概念(作为产量监视器)的准确性和整体性能至关重要。本文报告了这项工作的结果,并提出了进一步完善设备和进行其他工作的建议。

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