Development and assessment of an improved SEC-FTIR detector and flow cell for measuring short chain branching in polyethylene copolymers

IF 4.5 2区 化学 Q2 POLYMER SCIENCE
Paul DesLauriers , Nathan Cole , David Soules , Lubos Hvozdara , Jeff Fodor , Masud Monwar
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引用次数: 0

Abstract

Determination of short chain branching distribution (SCBD) is important in modifying the mechanical properties of the polyethylene (PE) copolymers in order to meet the end-user requirements especially for high density polyethylene (HDPE). In the current PE business landscape, determining SCBD in a fast and efficient manner is critical to maintain a competitive advantage in product development. Coupling size-exclusion chromatography (SEC) to Fourier transformed infrared (FTIR) or optical filter-based infrared (IR) spectrometers, has brought significant improvements in this area in comparison to the offline hyphenated method of preparative fractionation and subsequent nuclear magnetic resonance (NMR) analysis of the fractions.
This research describes the design and implementation of a new FTIR detector which measures the carbon-hydrogen stretching IR absorbance (3000-2700 cm−1) of PE samples at each MW slice. The detector was innovatively designed so that the flow cell is placed inside the column oven to ensure uniform heating and employs a thermoelectrically cooled detector. Furthermore, machine learning techniques such as Hierarchical Cluster Analysis (HCA) and Partial Least Squares models (PLS-1) were applied to the spectral data to establish methyl group qualification limits (due to sample concentration) in terms of Me/1000 Total Carbon (TC) and accuracy of the measured SCB/1000 TC values, respectively. Results show that initial partial least squares models (PLS-1) can accurately estimate SCB content to ± 1 SCB/1000 TC down to a sample concentration of 0.035 mg/mL at the cell for various different types of HDPE samples.

Abstract Image

Abstract Image

改进的SEC-FTIR检测器和流动池用于测定聚乙烯共聚物短链分支的研制与评价。
确定短链分支分布(SCBD)对于改变聚乙烯(PE)共聚物的力学性能,以满足最终用户的要求,特别是对高密度聚乙烯(HDPE)。在当前的PE业务环境中,快速有效地确定SCBD对于在产品开发中保持竞争优势至关重要。与制备分馏的离线连字方法和随后的核磁共振(NMR)分析馏分相比,将粒径排除色谱(SEC)与傅里叶变换红外(FTIR)或基于滤光片的红外(IR)光谱仪耦合在一起,在这一领域带来了显著的改进。本研究描述了一种新型FTIR探测器的设计和实现,该探测器可以测量PE样品在每个MW切片上的碳氢拉伸红外吸光度(3000-2700 cm-1)。该检测器采用创新设计,将流动池置于柱箱内,以确保均匀加热,并采用热电冷却检测器。此外,将层次聚类分析(HCA)和偏最小二乘模型(PLS-1)等机器学习技术应用于光谱数据,分别根据Me/1000总碳(TC)和测量的SCB/1000 TC值的准确性建立甲基鉴定限(由于样品浓度)。结果表明,对于不同类型的HDPE样品,初始偏最小二乘模型(PLS-1)可以准确地估计细胞内SCB含量为±1 SCB/ 1000 TC,样品浓度为0.035 mg/mL。
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来源期刊
Polymer
Polymer 化学-高分子科学
CiteScore
7.90
自引率
8.70%
发文量
959
审稿时长
32 days
期刊介绍: Polymer is an interdisciplinary journal dedicated to publishing innovative and significant advances in Polymer Physics, Chemistry and Technology. We welcome submissions on polymer hybrids, nanocomposites, characterisation and self-assembly. Polymer also publishes work on the technological application of polymers in energy and optoelectronics. The main scope is covered but not limited to the following core areas: Polymer Materials Nanocomposites and hybrid nanomaterials Polymer blends, films, fibres, networks and porous materials Physical Characterization Characterisation, modelling and simulation* of molecular and materials properties in bulk, solution, and thin films Polymer Engineering Advanced multiscale processing methods Polymer Synthesis, Modification and Self-assembly Including designer polymer architectures, mechanisms and kinetics, and supramolecular polymerization Technological Applications Polymers for energy generation and storage Polymer membranes for separation technology Polymers for opto- and microelectronics.
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