共查询到20条相似文献,搜索用时 171 毫秒
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X射线荧光光谱法与机器学习有机结合,建立现场塑料快递包装袋物证科学精准识别分类模型。利用X射线荧光光谱法对72个塑料快递包装袋样品无损检验,并依据光谱数据,利用定性半定量分析法对塑料快递包装袋初步分类。利用z-score标准化进行光谱预处理,并结合层次聚类、主成分分析和BP神经网络(HCA-PCA-BPNN)建立识别分类模型,确定最佳聚类类别。结果显示,72个样品聚为8类时,模型检验集预测判别正确率为97.9%,预测集预测判别正确率仅为72%,模型识别分类准确度较差;72个样品聚为3类时,模型检验集和预测集预测判别正确率均为100%,识别分类准确度较高,72个样品最佳聚类为3类。研究表明,X射线荧光光谱法结合HCA-PCA-BPNN可以为现场塑料快递包装袋物证无损且准确地识别分类提供一种方便可行的模式。 相似文献
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尿素产品的质量检验,依据GB2440—91技术标准规定,要按批采样检验。即对已包装的产品,总袋数大于512袋时,按3×N~(1/3)(N为总的包装袋数)的数量采样检验。采样的方法分人工和自动两种。人工采样时,要拆开包装袋,用采样器从袋的中心垂直插入3/4处采取均匀试样,即插包采样;自动采 相似文献
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采用红外光谱仪(FTIR)对市售的6种食品接触用生物降解塑料购物袋(1#~6#)材质进行鉴别,测试了其在不同浸泡条件下的总迁移量,并对部分样品的蒸发残渣成分进行了表征。结果表明,2#与4#样品材质定性结果与其标注材质不一致;生物降解塑料购物袋总迁移量远大于传统聚乙烯(PE)塑料购物袋,2#~6#样品在4 %(体积分数,下同)乙酸模拟液中浸泡及1#~6#样品在95 %乙醇模拟液中浸泡时的总迁移量均超过限量要求(10 mg/dm2),说明生物降解塑料购物袋直接接触食品存在一定食品安全风险;样品中的PBAT能在95 %乙醇中溶解;样品中掺杂的CaCO3在4 %乙酸模拟液中出现了大量迁移,这是由于CaCO3本体发生迁移及CaCO3与乙酸发生反应生成了乙酸钙;淀粉(ST)颗粒在水中会发生糊化脱落,而乙酸进入ST颗粒中会破坏ST的分子结构,导致掺杂ST的生物降解塑料购物袋总迁移量显著增大。 相似文献
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Larissa S. Martins Noelle C. Zanini Alexandre L. S. Botelho Daniella R. Mulinari 《Polymer Engineering and Science》2021,61(7):2055-2065
Oil spill accidents in marine environments and the lack of disposal of post-consumer plastic are environmental problems worldwide. This study presents a sustainable alternative for both issues through envelopes filled with microplastics (MPs) from recycled bags for the sorption of spilled crude oil. Through particle size analysis by three different sieves (4, 9, and 20 mesh), different MP sizes were characterized by scanning electron microscope (SEM), Brunauer–Emmett–Teller (BET), density, contact angle (CA), and Fourier-transform infrared spectroscopy (FTIR). According to their sizes, the MPs were distributed in envelopes and submitted to crude oil sorption capacity and efficiency evaluation. Three MP particle sizes were obtained (from the largest to the smallest, according to the sieve mesh, MP4, MP9, and MP20). SEM images of samples exhibited irregular and porous surfaces, and MP4 had the smallest pore size (8.6 μm). BET showed that MP4 had the highest surface area (0.074 m2/g). The CA > 90° exposed that all samples were hydrophobic. FTIR spectrum demonstrated that the samples from the recycled bags were made of high density polyethylene (HDPE). The MP4 envelopes also had the best crude oil sorption results in capacity and efficiency (1.73 g/g and 68%, respectively), being a promising recycled sorbent in crude oil spillage applications. 相似文献
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Low-pressure plasma technique was used in the deposition of thin polymeric coatings upon a filter paper. Sixteen different monomers, including aromatic and aliphatic hydrocarbons, nitriles, chlorine-containing compounds, and a silane, were used in the coatings. Most of the coatings functioned as water vapor barriers in different degrees, and the coated samples possessed wet tensile strengths anywhere from 3 to 34 times that of the untreated samples. Attenuated total reflectance infrared spectroscopy was used to study the chemical structure of the coatings. 相似文献
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ABS接枝聚合物红外光谱分析的制样方法研究 总被引:1,自引:0,他引:1
由于丙烯腈一苯乙烯一丁二烯共聚物(ABS)橡胶含量较高,采用传统KBr压片法制备的样品测试效果不理想,探索一种准确高效的制样方法,对于ABS接枝聚合物红外定性或定量分析具有重要意义。本文研究了ABS接枝聚合物红外光谱分析过程中不同制样方法对分析结果的影响,通过对比涂膜法、裂解法、热压片法等制样过程以及相应的红外光谱分析结果,寻求一种最佳的制样分析方法。结果表明,裂解法适合高橡胶含量的ABS接枝聚合物制样,该方法制样快捷,红外光谱分析结果重复性较好。 相似文献
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Miguel Aldas Vladimir Valle Jenny Aguilar Cristina Pavon Roque Santos Maribel Luna 《应用聚合物科学杂志》2021,138(2):49664
The effects of ionizing radiation in promoting the abiotic degradation mechanisms in oxo-degradable plastic bags were studied. Commercial plastic bags, containing pro-oxidant additives, were irradiated with gamma photons and accelerated electrons at doses of 5 and 10 kGy. Then, the irradiated bags were exposed to abiotic degradation, either thermal aging or accelerated weathering. Mechanical and microstructural characterizations were performed to follow the degradation. Plastic bags containing additives did not show important changes in their structure after ionizing radiation and thermal aging. Meanwhile, accelerated weathering combined with gamma photons irradiation produce fragmentation of all the samples after 120 h of degradation. It was concluded that the combination of ionizing radiation and accelerated weathering allows the breakage of polyethylene chains trough accelerating the activation of pro-oxidant additive. Additionally, polyethylene molecules are degraded with pre-treatment of ionizing radiation even if they do not contain the pro-oxidant additive. 相似文献
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The paper represents the synthesis process of charcoal from saw dust by chemical activation with different chemical agents like phosphoric acid, zinc chloride, and ferrous sulfate heptahydrate. The synthesized charcoal samples were analyzed by scanning electron microscopy, energy dispersive X-ray spectroscopy, Fourier transform infrared spectroscopy, and BET surface analyser. The adsorption capacity of different charcoal samples was tested to separate oil from the oil-in-water emulsion. Effects of different parameters like adsorbent dosage, contact time and temperature on adsorption of oil from oil-in-water emulsion by synthesized charcoals have been investigated. Under optimized condition, the oil separation efficiency is more than 98%, though it also depends on the initial concentration of oil in the emulsion. Isotherm and kinetic study on adsorption of oil from oil-in-water emulsion have also been studied. Three widely applied isotherm models viz., Langmuir, Freundlich, and Temkin were used to analyze the experimental adsorption data. Different adsorption kinetic models were considered to model the experimental data. Thermodynamics parameters were also evaluated for the adsorption of oil onto the charcoal samples. 相似文献
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Bingbing Liu Yuanyuan Hou Lin Wang Dedi Liu Shidan Yu Bo Zou Tian Cui Guangtian Zou Agnieszka Iwasiewicz-Wabnig Bertil Sundqvist 《Diamond and Related Materials》2008,17(4-5):620-623
In this paper, C60 nanosheets with polymeric phases have been obtained under various high pressures and high temperatures, including orthorhombic and tetragonal polymeric phases. The structures have been identified and compared with those of nanorods by photoluminescence and Raman spectroscopies. The main fluorescence band shifted from 1.70 eV in the monomeric phase to near infrared in the polymeric phase when pressure and temperature were increased. The difference of photoluminescence and Raman spectra between nanosheets and nanorods samples treated under the same conditions is probably caused by different polymerization degree in these samples because of different shapes. 相似文献