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Two fruit counting techniques for citrus mechanical harvesting machinery

机译:柑橘机械收割机的两种水果计数技术

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Two fruit counting methods were developed for citrus mechanical harvesting machineries. The first method relied on the flow of fruits forming a random arrival process (Poisson process), whereas the second method relied on counting singulated fruits. The first approach was based on a method developed earlier targeted at measuring the flow rate and mean particle diameter of granular fertilizer particles. A similar approach was used in this research, where a large time of flight device was developed that measured the lengths of clumps of fruits falling through the time of flight device. The clump lengths were subsequently used to estimate the number of fruits passing the sensor per time unit. This method can only work accurately if the flow of fruits constitutes an independent arrival process (Poisson process). The advantage of this method is that it is non-intrusive, founded on theory and does not require calibration. However, during experiments it became evident that the flow of fruits directly after being transported from a conveyor belt was not Poisson driven, and therefore the method failed. As an alternative, a second method was developed which did not rely on any assumptions about the flow regime and is also virtually non-intrusive. This method uses a flow separation section which funnels and singulates the flow of fruits into five channels. The fruits in these channels were counted individually using laser-based photo-interruption sensors. This method, although more rudimentary than the Poisson-based approach, yielded good accuracy: during laboratory tests, where a total of 2000 fruits passed the sensor, 1996 were counted, yielding an error of 0.2%. This result was obtained with an unrefined sensor, and further increase in accuracy may be possible. Testing is planned on a full size canopy shaker fruit harvester under field conditions to assess the robustness and to develop methods to resolve potential errors introduced by debris.
机译:为柑橘机械收割机开发了两种水果计数方法。第一种方法依靠形成随机到达过程(泊松过程)的水果流动,而第二种方法则依靠对单个水果的计数。第一种方法基于较早开发的旨在测量颗粒肥料颗粒的流量和平均粒径的方法。在这项研究中使用了类似的方法,其中开发了大型的飞行时间装置,用于测量在飞行时间范围内落下的水果块的长度。随后将团块长度用于估计每个时间单位通过传感器的水果数量。仅当水果流构成独立的到达过程(泊松过程)时,此方法才能正确工作。这种方法的优点是它是非侵入性的,是基于理论的,不需要校准。但是,在实验过程中,很明显,直接从传送带上运输后的水果流不是泊松驱动的,因此该方法失败了。作为替代方案,开发了第二种方法,该方法不依赖于有关流动状态的任何假设,并且实际上也是非侵入式的。该方法使用了一个流动分离部分,该部分将水果流汇入和分离为五个通道。这些通道中的水果使用基于激光的光中断传感器分别计数。这种方法虽然比基于Poisson的方法更为基本,但仍具有较高的准确性:在实验室测试中,总共有2000个水果通过了传感器,1996年被计数,误差为0.2%。使用未精制的传感器可获得该结果,并且可能进一步提高精度。已计划在野外条件下在全尺寸顶篷振动筛水果收割机上进行测试,以评估其坚固性并开发出解决碎片造成的潜在错误的方法。

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