亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Rapid discrimination of recycled and virgin poly(ethylene terephthalate) based on non-targeted screening of semi-volatile organic compounds using a novel method of DSI/GC×GC-Q-TOF-MS coupled with various chemometrics

化学计量学 质谱法 偏最小二乘回归 材料科学 主成分分析 气相色谱法 气相色谱-质谱法 环境科学 色谱法 工艺工程 制浆造纸工业 计算机科学 化学 人工智能 机器学习 工程类
作者
Tian-Ying Hao,Xiaowen Xu,Qin‐Bao Lin,Siliang Wu,Xuefeng Wu,Jia-Ling Hu,Hao Zhong,Ben Dong,Zhifeng Chen,Zhikang Ye,Zhiwei Wang
出处
期刊:Food Packaging and Shelf Life [Elsevier]
卷期号:34: 100978-100978 被引量:4
标识
DOI:10.1016/j.fpsl.2022.100978
摘要

Increasing interest has been given to the use of recycled poly(ethylene terephthalate) (PET) as food contact materials. However, the use of recycled PET without decontamination in food packages causes serious safety hazards for consumers, thus representing a major limit hurdling the recycling and reuse of PET in many countries. Herein, a feasible study was employed for the discrimination of 105 total types of virgin and recycled PET samples based on 267 semi-volatile organic compounds (SVOCs) tentatively identified by direct sample introduction/comprehensive two-dimensional gas chromatography and quadrupole time-of-flight mass spectrometry (DSI/GC×GC-Q-TOF-MS) coupled with various chemometrics. 100% prediction accuracy was accomplished using orthogonal partial least squares discrimination analysis (OPLS-DA), and principal component analysis (PCA) combined with nonparametric tests. Cross-discrimination based on misclassified samples with various chemometrics enabled identifying large sample sizes and improving prediction accuracy. The possible origins of the markers containing 46 substances could be food, medicine, cosmetics, pesticides, fuel, plastic and industrial sources, where most of them are highly toxic chemicals, indicative of the urgent requirement of employing closed-loop recycling and sorting of plastic wastes. More importantly, our strategy could also act as a basis for discriminating against other plastics, making it promising as a novel, efficient and versatile approach for sorting of plastic wastes. Finally, this report also demonstrates the combination of various chemometrics and chromatography tool is reliable and powerful to effectively address PET adulteration, thereby facilitating food contact uses of rPET bottles, which is also beneficial for the health and safety of consumers.

科研通智能强力驱动
Strongly Powered by AbleSci AI

祝大家在新的一年里科研腾飞
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
我是老大应助林惜言采纳,获得10
刚刚
打打应助靓丽的魔镜采纳,获得10
2秒前
小武同学完成签到 ,获得积分10
2秒前
我是老大应助魔幻的雪碧采纳,获得30
4秒前
11秒前
17秒前
靓丽的魔镜完成签到,获得积分20
27秒前
27秒前
30秒前
30秒前
庄严发布了新的文献求助10
35秒前
37秒前
汉堡包应助科研通管家采纳,获得10
39秒前
怪不好意思的完成签到 ,获得积分10
1分钟前
1分钟前
感动的雁枫完成签到 ,获得积分10
1分钟前
丨小桉柠完成签到,获得积分10
1分钟前
鸢尾发布了新的文献求助10
1分钟前
顾矜应助帅气绮露采纳,获得10
1分钟前
1分钟前
帅气绮露发布了新的文献求助10
1分钟前
英俊的铭应助丨小桉柠采纳,获得10
1分钟前
杨自强完成签到,获得积分10
1分钟前
1分钟前
魔幻的芳完成签到,获得积分10
1分钟前
寂寞的尔丝完成签到 ,获得积分10
1分钟前
火星上的宝马完成签到,获得积分10
1分钟前
悲凉的忆南完成签到,获得积分10
1分钟前
陈旧完成签到,获得积分10
2分钟前
manon完成签到 ,获得积分10
2分钟前
欣欣子完成签到,获得积分10
2分钟前
sunstar完成签到,获得积分10
2分钟前
yxl完成签到,获得积分10
2分钟前
2分钟前
可耐的盈完成签到,获得积分10
2分钟前
绿毛水怪完成签到,获得积分10
2分钟前
2分钟前
lsc完成签到,获得积分10
2分钟前
丨小桉柠发布了新的文献求助10
2分钟前
小fei完成签到,获得积分10
2分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Psychology and Work Today 1400
Operational Bulk Evaporation Duct Model for MORIAH Version 1.2 1200
Variants in Economic Theory 1000
Global Ingredients & Formulations Guide 2014, Hardcover 1000
Research for Social Workers 1000
Signals, Systems, and Signal Processing 880
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5839962
求助须知:如何正确求助?哪些是违规求助? 6145839
关于积分的说明 15604416
捐赠科研通 4957624
什么是DOI,文献DOI怎么找? 2672597
邀请新用户注册赠送积分活动 1617524
关于科研通互助平台的介绍 1572555