Design and Verification of Metal Foreign Body Detection Device for Harvester Based on Eddy Current Effect

IF 1.2 4区 农林科学 Q3 AGRICULTURAL ENGINEERING
Jizhong Wang, Yangchun Liu, Bo Zhao, Fengzhu Wang, Weipeng Zhang, Yang Li
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Abstract

Highlights Prevent metal foreign bodies from scratching the intestines of animals and damaging the harvest cutter. Highly integrated design of acquisition circuit. Application of electromagnetic simulation to verify the feasibility of the principle of eddy current effect. Establishment of Support Vector Machine Multi-Classification Algorithm Model. Abstract. Aiming at the problem that the metal foreign bodies mingled in the silage cause damage to the gastrointestinal tract of animals and livestock, as well as irreversible damage to the rotary cutter of the harvester, a metal foreign body detection and sensing device for the harvester feeding drum composed of multiple single coils and signal acquisition units was designed to realize real-time detection and alarm of metal foreign bodies during harvesting. The sensor adopted a monolithic design with high integration of the signal acquisition circuit, which has a strong anti-interference ability. First, the electromagnetic simulation model was established. According to the simulation analysis of the eddy current effect, when the metal foreign object enters the alternating magnetic field, the energy will be lost, and the equivalent impedance of the coil will change accordingly. Then, the existence of the metal foreign body can be determined by detecting the equivalent impedance Rp of the coil. Next, we adopted a support vector machine multi-classification algorithm to train the detection device. In this process, different sizes of metal (copper, aluminum, and iron) were used, which can effectively improve the sensitivity and accuracy of metal foreign body detection. Finally, the sensor was installed on the test stand for multi-scene simulation experiments. The results show that the metal detection sensor can quickly identify the existence of metal by detecting the equivalent impedance Rp based on the eddy current effect; at the same time, the size of this sensor for metal foreign body detection is limited to 0.6 mm in diameter, 12 mm in length, and 100 mm in maximum detecting distance. Keywords: Eddy current effect, Equivalent impedance, Harvester, Metal foreign body, Support vector machine.
基于涡流效应的收割机金属异物检测装置设计与验证
防止金属异物划伤动物肠道,损坏切割机。采集电路的高度集成化设计。应用电磁仿真验证了涡流效应原理的可行性。支持向量机多分类算法模型的建立。摘要针对青贮饲料中混入的金属异物对畜禽胃肠道造成损伤,对收割机旋转切割器造成不可逆损伤的问题,设计了一种由多个单线圈和信号采集单元组成的收割机进料筒金属异物检测传感装置,实现了收采过程中金属异物的实时检测与报警。传感器采用单片设计,信号采集电路集成度高,抗干扰能力强。首先,建立电磁仿真模型。根据涡流效应的仿真分析,当金属异物进入交变磁场时,能量会损失,线圈的等效阻抗也会发生相应的变化。然后,可以通过检测线圈的等效阻抗Rp来确定金属异物的存在。接下来,我们采用支持向量机多分类算法对检测设备进行训练。在此过程中,使用了不同尺寸的金属(铜、铝、铁),可以有效提高金属异物检测的灵敏度和精度。最后将传感器安装在试验台上进行多场景仿真实验。结果表明:金属探测传感器基于涡流效应检测等效阻抗Rp,能够快速识别金属的存在;同时,该金属异物检测传感器的尺寸限制为直径0.6 mm,长度12mm,最大检测距离100mm。关键词:涡流效应,等效阻抗,收割机,金属异物,支持向量机
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CiteScore
3.10
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