CN114659994B - Tobacco foreign matter extraction and detection system - Google Patents
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- G01N1/00—Sampling; Preparing specimens for investigation
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Abstract
公开了一种烟草异物提取与检测系统,包括:密闭的气体分析区(8),其包括:高光谱分析仪;和粘膜(11),其在气体分析区中运动,并经过高光谱分析仪的照射区域;气体收集支管(3),其插入烟草原材料内部收集气体;以及离心机(12),其为系统提供气体流动的动能,使气体收集支管能够持续收集烟草原材料内部气体,并使气体流向气体分析区的粘膜上,将高光谱分析仪检测形成的光谱曲线图像与计算机中标记的异物光谱曲线图像进行比对,根据比对结果判断烟草中是否有异物以及异物的种类。本发明能够对烟草原材料内部异物进行全面精确检测。
A tobacco foreign matter extraction and detection system is disclosed, comprising: a closed gas analysis area (8), which includes: a hyperspectral analyzer; and a mucous membrane (11), which moves in the gas analysis area and passes through the hyperspectral analyzer The irradiated area; the gas collection branch pipe (3), which is inserted into the tobacco raw material to collect the gas; and the centrifuge (12), which provides the kinetic energy of the gas flow for the system, so that the gas collection branch pipe can continuously collect the gas inside the tobacco raw material, and make the gas Flow to the mucous membrane of the gas analysis area, compare the spectral curve image detected by the hyperspectral analyzer with the foreign matter spectral curve image marked in the computer, and judge whether there is foreign matter in the tobacco and the type of foreign matter according to the comparison result. The invention can comprehensively and accurately detect the foreign matter inside the tobacco raw material.
Description
技术领域technical field
本发明涉及烟草霉菌等异物的检测。The invention relates to the detection of foreign matter such as tobacco mold.
背景技术Background technique
在烟草加工业中,烟草原材料的质量直接关系到卷烟产品的质量,甚至关系到吸食香烟者的健康。烟草在收割、运输过程中常常会混入烟草碎叶、麻丝等异物。如果环境的温湿度控制不佳,烟草中还会产生霉菌,如黄曲霉毒素、黑曲霉、华丽曲霉、产黄青霉、匍枝根霉等。曲霉毒素是自然界中毒性最强的化合物之一,它是某些曲霉属真菌产生的有毒次级代谢产物,对人类有很强的致癌性(可诱发肝癌)、致突变性和致畸性。目前已知的十几种黄曲霉毒素中,以黄曲霉毒素B1(AFB1)毒性最强,污染烟草原材料后,即便是十亿分之一的含量(ppb量级),长期食用也会造成人类死亡。黄曲霉菌具有菌落生长迅速,结构不紧凑,正面呈灰绿色,反面无色或略显褐色的特点,菌丝体由分生孢子梗、顶囊、小梗以及分生孢子合成孢子头组成,主要以分生孢子方式在空气中进行传播,极易污染附近物质,且能够在大面积范围内迅速传播。采用经济、高效的检测方式对烟草原材料混入烟草碎叶、麻丝等异物以及产生的霉菌进行检测,对保障烟草质量至关重要。In the tobacco processing industry, the quality of tobacco raw materials is directly related to the quality of cigarette products, and even to the health of cigarette smokers. Tobacco is often mixed with foreign matter such as tobacco leaves and hemp during the process of harvesting and transportation. If the temperature and humidity of the environment are not well controlled, molds will also be produced in tobacco, such as aflatoxin, Aspergillus niger, Aspergillus florida, Penicillium chrysogenum, Rhizopus stolonifer, etc. Aspergillus toxin is one of the most toxic compounds in nature. It is a toxic secondary metabolite produced by some Aspergillus fungi. It has strong carcinogenicity (can induce liver cancer), mutagenicity and teratogenicity to humans. Among the dozens of aflatoxins known at present, aflatoxin B1 (AFB1) is the most toxic. After contaminating tobacco raw materials, even if the content is one part per billion (ppb level), long-term consumption will cause human health problems. die. Aspergillus flavus has the characteristics of rapid colony growth, not compact structure, gray-green on the front, colorless or slightly brown on the reverse. It is mainly spread in the air by conidia, which is easy to contaminate nearby materials, and can spread rapidly in a large area. It is very important to ensure the quality of tobacco to use an economical and efficient detection method to detect foreign matter such as tobacco leaves, hemp silk and other foreign substances mixed with tobacco raw materials and the resulting mold.
发明内容SUMMARY OF THE INVENTION
本发明提供一种烟草异物提取与检测系统,利用离心机提供流动气体,使气体由烟草内部流向封闭空间的粘膜上,粘膜吸附住来自烟草原材料内部气体中的异物,再利用高光谱分析仪对粘膜上的沉积物进行检测,进而全面精确反映出烟草原材料内部异物种类,提高烟草制品的产品质量。The invention provides a tobacco foreign matter extraction and detection system, which uses a centrifuge to provide flowing gas, so that the gas flows from the inside of the tobacco to the mucous membrane of the closed space, and the mucous membrane absorbs the foreign matter in the gas from the tobacco raw material, and then uses a hyperspectral analyzer to detect The deposits on the mucous membrane are detected, so as to comprehensively and accurately reflect the types of foreign bodies in the tobacco raw materials, and improve the product quality of tobacco products.
根据本发明实施例的一方面,提供一种烟草异物提取与检测系统,包括:According to an aspect of the embodiments of the present invention, a tobacco foreign body extraction and detection system is provided, including:
密闭的气体分析区,其包括:高光谱分析仪;和粘膜,所述粘膜在所述气体分析区中运动,并经过所述高光谱分析仪的照射区域;an enclosed gas analysis zone comprising: a hyperspectral analyzer; and a mucous membrane that moves in the gas analysis zone and passes through the irradiated region of the hyperspectral analyzer;
气体收集支管,其插入烟草原材料内部收集气体,所述气体收集支管上具有能够让真菌的孢子进入管内而过滤掉其他大体积异物的微孔,所述气体收集支管与所述气体分析区流体连通;以及离心机,其为所述系统提供气体流动的动能,使所述气体收集支管能够持续收集烟草原材料内部气体,并使气体流向所述气体分析区的所述粘膜上,A gas collection branch pipe, which is inserted into the tobacco raw material to collect gas, the gas collection branch pipe has micropores that can allow fungal spores to enter the pipe and filter out other bulky foreign matter, and the gas collection branch pipe is in fluid communication with the gas analysis area. and a centrifuge, which provides the kinetic energy of the gas flow for the system, so that the gas collection branch pipe can continuously collect the gas inside the tobacco raw material, and make the gas flow on the mucous membrane of the gas analysis zone,
将所述高光谱分析仪检测形成的光谱曲线图像与计算机中标记的异物光谱曲线图像进行比对,根据比对结果判断烟草中是否有异物以及异物的种类。Compare the spectral curve image detected by the hyperspectral analyzer with the foreign matter spectral curve image marked in the computer, and determine whether there is foreign matter in the tobacco and the type of the foreign matter according to the comparison result.
在一些示例中,所述粘膜上具有粘附来自烟草原材料内部气体中的异物的环氧树脂固体胶。In some examples, the mucous membrane has a solid epoxy resin adhering to foreign matter from the gas inside the tobacco raw material.
在一些示例中,所述粘膜上承载所述环氧树脂固体胶的基底采用黑色。In some examples, the substrate carrying the epoxy resin solid glue on the adhesive film is black.
在一些示例中,所述气体分析区的所述粘膜的入口和出口具有带动所述粘膜运动的滚筒,所述入口和所述出口的所述滚筒保持差速以保证所述粘膜的稳定性和表面平整度。In some examples, the inlet and outlet of the mucous membrane of the gas analysis zone have rollers that move the mucous membrane, and the rollers of the inlet and the outlet maintain a differential speed to ensure the stability of the mucous membrane and the Surface roughness.
在一些示例中,所述气体收集支管下端为锥形结构。In some examples, the lower end of the gas collection branch pipe is a tapered structure.
在一些示例中,所述气体收集支管的底部具有收集烟草原材料样本的空腔。In some examples, the bottom of the gas collection manifold has a cavity for collecting a sample of tobacco raw material.
在一些示例中,所述气体收集支管设置在升降装置上。In some examples, the gas collection manifold is provided on a lift.
在一些示例中,所述升降装置上设置有随着所述气体收集支管的下降而覆盖在所述气体收集支管附近的烟草原材料表面上的柔性覆盖膜。In some examples, the lifting device is provided with a flexible cover film covering the surface of the tobacco raw material near the gas collecting branch pipe as the gas collecting branch pipe descends.
在一些示例中,所述升降装置将所述气体收集支管周期性地插入流水线上的烟草内。In some examples, the lift device periodically inserts the gas collection manifold into the tobacco on the assembly line.
附图说明Description of drawings
为了更清楚地说明本发明实施例的技术方案,下面将对实施例的附图作简单地介绍。In order to describe the technical solutions of the embodiments of the present invention more clearly, the accompanying drawings of the embodiments will be briefly introduced below.
图1为本发明一实施例提供的烟草异物提取与检测系统示意图。FIG. 1 is a schematic diagram of a tobacco foreign body extraction and detection system according to an embodiment of the present invention.
图2为本发明一实施例提供的气体收集支管示意图。FIG. 2 is a schematic diagram of a gas collection branch pipe provided by an embodiment of the present invention.
图3为本发明一实施例提供的烟草异物提取与检测系统工作流程示意图。FIG. 3 is a schematic diagram of the workflow of a tobacco foreign body extraction and detection system according to an embodiment of the present invention.
具体实施方式Detailed ways
本发明利用高光谱成像(Hyperspectral Image)技术对烟草内的异物进行精细反映。高光谱成像是集探测器技术、精密光学机械、微弱信号检测、计算机技术、信息处理技术于一体的综合性技术。高光谱成像同时探测目标的二维几何空间与一维光谱信息、获取高光谱分辨率的连续、窄波段的图像数据,是一种将成像技术与光谱技术相结合的多维信息获取技术。The present invention uses the hyperspectral imaging (Hyperspectral Image) technology to finely reflect the foreign matter in the tobacco. Hyperspectral imaging is a comprehensive technology that integrates detector technology, precision optical machinery, weak signal detection, computer technology, and information processing technology. Hyperspectral imaging simultaneously detects the two-dimensional geometric space and one-dimensional spectral information of the target, and obtains continuous and narrow-band image data with high spectral resolution. It is a multi-dimensional information acquisition technology that combines imaging technology with spectral technology.
高光谱成像仪的电磁波波长范围一般为102nm至104nm,属于微波,其穿透能力较差,对于物体内部的成像能力更弱。即高光谱成像仪对物体内部物质的分析能力并不理想。而在烟草原材料加工中,原材料通常堆积在一起以较为质密的块状形态在流水线的传送带上运输,因此不能直接用高光谱成像仪对流水线上的原材料进行检测。The electromagnetic wave wavelength range of hyperspectral imager is generally 10 2 nm to 10 4 nm, which belongs to microwave, and its penetrating ability is poor, and its imaging ability for the interior of objects is even weaker. That is, the ability of the hyperspectral imager to analyze the material inside the object is not ideal. In the processing of tobacco raw materials, the raw materials are usually stacked together and transported on the conveyor belt of the assembly line in a relatively dense block form. Therefore, the raw materials on the assembly line cannot be directly detected by a hyperspectral imager.
图1示出了一种烟草异物提取与检测系统,该系统通过在烟草内通入气流来使异物进入到高光谱分析仪13检测区域,实现对异物的精细反映。如图1,所述系统包括气体收集区1和气体分析区8。离心机12为整个系统提供气体流动的动能,保证气体收集支管1可以持续收集烟草原材料内部气体,并输送至气体分析区8。FIG. 1 shows a tobacco foreign matter extraction and detection system. The system allows foreign matter to enter the detection area of the
在气体收集区1,多个气体收集支管3在升降装置6的带动下插入烟草原材料内部,气体收集支管3下端的锥形头2起到降低烟草原材料与支管3间摩擦阻力的作用,同时也减小支管3附近的烟草原材料中产生空隙。气体收集支管3的底部有一个小空腔,可以在烟草原材料内部移动时携带一部分内 部烟草,并在外部进行抽检。In the gas collection area 1, a plurality of gas
升降装置6可以周期性地升高和降低气体收集总管,实现重复插入烟草原材料内部作业,保证该系统可以对流水线上成批的烟草原材料完成检测。并在每个周期结束后,利用气体收集支管底部的小型腔室(如图2所示)带出一部分内部烟草叶进一步检测,实现抽检和全检相结合。The
如图2所示,本发明中使用的气体收集支管3的表面不均匀分布着微米级的微孔,微孔直径可以在100微米,但不限定于此,这样可以让真菌的孢子(直径约为10微米至100微米)进入气体收集支管3,同时过滤掉其他大体积异物。由于块状烟草原材料表面附近区域的质地比较疏松,内部和底部区域的质地更加紧密,这导致不同区域空气流动能力存在差异。因此,可以基于COMSOL仿真软件中的优化模块,将气体收集支管3之间收集区域的空气流动速度的方差作为优化目标,来确定微孔分布方式,包括微孔数量和微孔间距。方差越小,空气流速分布越均匀,收集程度更加彻底。As shown in FIG. 2 , the surface of the gas
烟草原材料1表面上还覆盖有柔性覆盖膜4。柔性覆盖膜4随着气体收集支管3的下降而覆盖在气体收集支管3附近的烟草原材料1表面上。工作状态的气体收集支管3会导致烟草原材料内部气压降低,使柔性覆盖膜3进一步贴紧烟草原材料1,从而增强气体收集支管3附近区域的气密性,降低系统在工作过程中不可避免的震动对附近区域气密性的影响,收集的气体更多的是经过了烟草原材料1,携带着烟草块内部异物。The surface of the tobacco raw material 1 is also covered with a flexible cover film 4 . The flexible covering film 4 covers the surface of the tobacco raw material 1 near the gas collecting
气体收集区1所有装置在工作的同时,气体分析区8的所有装置也同时保持工作状态,实现实时检测效果。根气体收集支管3与气体收集总管5连通,并通过柔性伸缩管7将收集的气体快速输送至气体分析区8。上述管道3、5、7内壁均要求平整、光滑,避免异物的停留或堆积。柔性伸缩管7的长度需要综合考虑气体收集支管3的长度和整个系统的空间布局。While all the devices in the gas collection area 1 are working, all the devices in the
在气体气体分析区8布置有粘膜11、高光谱分析仪13。粘膜11朝向柔性伸缩管7的一面,即迎风面,涂布一层环氧树脂固体胶,其厚度大于0.5毫米,一般取1毫米厚。环氧树脂固体胶用来粘附来自烟草原材料内部气体中的异物;粘膜11进入和离开气体分析区8的位置均设置单向阀,用来保证气体分析区的气密性,避免影响气体分析的精确度。承载环氧树脂固体胶的粘膜11基底选用黑色,减少无效反射光对检测结果的影响。粘膜11在滚筒9带动下,从气体气体分析区8一端进入,从另一端离开,实现检测的连续性。粘膜11是以极低的速度运动的,比如5毫米每秒,但不限定于此。此外,气体气体分析区8两端的滚筒9保持一定的差速,一般为0.5毫米每秒,从而在粘膜11上施加拉伸应力,保证粘膜的稳定性和表面平整度。A
粘膜11经过高光谱分析仪13的照射区域,高光谱分析仪接收反射的光学信息,形成准确连续的光谱曲线图像。采集的高光谱数据波段范围为400-1000纳米。采集烟草原材料内部空气中异物的高光谱图像过程中,为保护工作人员的身体健康,需将离开异物分析区的粘膜集中密闭处理。采集黑色粘膜的高光谱图像作为参考1,关闭光源并盖上镜头盖后采集的图像作为参考2,用参考1和参考2对采集到的高光谱图像进行校正,以抑制仪器本身和暗电流带来的随机噪声。黑色基板的反射率在不同波段变化不大,并随着波长的增加而小幅下降,之后基本保持稳定。故可以比较容易地区分出异物光谱图像,并将其与计算机系统中标记的异物光谱曲线图像进行比对,相似度较高即被判定为对应的异物。The
参考图3,上述烟草异物提取与检测系统工作方法如下:升降装置6带动气体收集总管5向下运动,将气体收集支管3插入烟草原材料内部,并将柔性覆盖膜4覆盖在烟草原材料表面上;启动离心机12、粘膜滚筒9和高光谱分析仪13,气体分析区8开始接收来自气体收集区1的气体,并粘附在粘膜11上;高光谱分析仪13分析检测区中的异物,并将光谱曲线图像与计算机系统中已有的光谱图像曲线进行对比,区分出特定异物。Referring to Fig. 3, the above-mentioned tobacco foreign matter extraction and detection system working method is as follows: the lifting
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