Catriona McFarlan , Andrew Parrott , Jaclyn Dunn , Jonathon Speed , Dan Wood , Alison Nordon
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The predictions obtained by partial least squares were accurate (root mean square error of prediction of < 1 % w/w) and comparable to those of a benchmark Michelson-based spectrometer with a fibre-coupled probe, which is more amenable to process development in a laboratory or pilot plant. Calibration transfer between the two spectrometers was performed using the spectral space transformation method to mimic the scenario of the scale-up of a process from the laboratory to pilot scale or from a pilot plant to production scale, where the two different MIR instruments might be deployed. The ability to perform <em>in situ</em> reaction monitoring with the robust Sagnac-based spectrometer was then demonstrated. Spectra acquired during an esterification reaction were resolved using multivariate curve resolution, to produce concentration profiles of each component. 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引用次数: 0
摘要
目前,中红外(MIR)光谱在过程监控中的广泛应用受到了中红外光在光纤中透射率低的限制。在这项工作中,我们对一种新型、坚固耐用的中红外光谱仪的性能进行了评估,以便在试验工厂或生产环境中进行实际部署。该光谱仪采用萨格纳克干涉仪设计,不含移动部件,直接连接到衰减全反射探头上,无需使用光纤。对该光谱仪用于三元溶剂混合物现场分析的定量性能进行了评估。通过偏最小二乘法获得的预测结果准确无误(预测的均方根误差为 1 % w/w),可与带有光纤耦合探头的基准迈克尔逊光谱仪相媲美,后者更适合实验室或中试工厂的工艺开发。两台光谱仪之间的校准转移是通过光谱空间转换方法进行的,以模拟从实验室到中试规模或从中试工厂到生产规模的工艺放大过程,在这种情况下可能会部署两台不同的 MIR 仪器。随后,演示了使用基于萨格纳克的坚固耐用的光谱仪进行现场反应监测的能力。在酯化反应过程中获得的光谱利用多元曲线分辨率进行解析,以生成各组分的浓度曲线。这些结果表明,这种坚固耐用的光谱仪适用于对液体过程进行定量原位监测,为中红外区域的过程监测带来了新的机遇。
Use of a rugged mid-infrared spectrometer for in situ process analysis of liquids
The widespread application of mid-infrared (MIR) spectroscopy for process monitoring is currently limited by the poor transmission of MIR light through fibre optics. In this work, the performance of a novel and robust MIR spectrometer has been evaluated for practical deployment in a pilot plant or production environment. The spectrometer utilises a Sagnac interferometer design containing no moving parts and is directly attached to an attenuated total reflectance probe, eliminating the need for fibre optics. The quantitative performance of the spectrometer for the in situ analysis of ternary solvent mixtures was assessed. The predictions obtained by partial least squares were accurate (root mean square error of prediction of < 1 % w/w) and comparable to those of a benchmark Michelson-based spectrometer with a fibre-coupled probe, which is more amenable to process development in a laboratory or pilot plant. Calibration transfer between the two spectrometers was performed using the spectral space transformation method to mimic the scenario of the scale-up of a process from the laboratory to pilot scale or from a pilot plant to production scale, where the two different MIR instruments might be deployed. The ability to perform in situ reaction monitoring with the robust Sagnac-based spectrometer was then demonstrated. Spectra acquired during an esterification reaction were resolved using multivariate curve resolution, to produce concentration profiles of each component. These results demonstrate the suitability of this rugged spectrometer for quantitative in situ monitoring of liquid processes, opening up new opportunities for process monitoring in the MIR region.
期刊介绍:
Vibrational Spectroscopy provides a vehicle for the publication of original research that focuses on vibrational spectroscopy. This covers infrared, near-infrared and Raman spectroscopies and publishes papers dealing with developments in applications, theory, techniques and instrumentation.
The topics covered by the journal include:
Sampling techniques,
Vibrational spectroscopy coupled with separation techniques,
Instrumentation (Fourier transform, conventional and laser based),
Data manipulation,
Spectra-structure correlation and group frequencies.
The application areas covered include:
Analytical chemistry,
Bio-organic and bio-inorganic chemistry,
Organic chemistry,
Inorganic chemistry,
Catalysis,
Environmental science,
Industrial chemistry,
Materials science,
Physical chemistry,
Polymer science,
Process control,
Specialized problem solving.