A Comparative Study of ATR-FTIR and FT-NIR Spectroscopy for In-Situ Concentration Monitoring during Batch Cooling Crystallization Processes

被引:36
|
作者
Kadam, Somnath S. [1 ]
van der Windt, Eric [2 ]
Daudey, Peter J. [3 ]
Kramer, Herman J. M. [1 ]
机构
[1] Delft Univ Technol, Proc & Energy Lab, NL-2628 CA Delft, Netherlands
[2] Bruker Opt BV, NL-2612 HL Delft, Netherlands
[3] Albemarle Catalysts Co BV, NL-1030 BE Amsterdam, Netherlands
关键词
MIR; SUPERSATURATION; IDENTIFICATION; PARACETAMOL; TEMPERATURE; PREDICTION; ACID; PLS;
D O I
10.1021/cg100135j
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Crystallization is a widely used separation and purification process in the chemical industry. The final product properties such as the crystal size distribution and the morphology are largely defined during this process. In order to achieve proper control over the crystallization process, accurate in situ measurements are necessary. This paper presents the assessment of in situ infrared spectroscopic techniques for solute concentration measurements. It presents a comparative study of attenuated total reflectance (ATR), Fourier transform infrared (FTIR), and Fourier transform (FT) near infrared (NIR) spectroscopy for batch cooling crystallization of four different crystallization systems. These two techniques were compared based on the partial least square models developed by extensive calibration in the laboratory, the independent data sets generated while determining saturation concentrations in the presence of crystals and monitoring the batch cooling crystallization processes. The ATR-FTIR spectroscopy was found to perform better statistically and also in the presence of crystals. The FT-NIR spectroscopy was less reliable as the probe head was more susceptible to scaling. The average relative error in predicting the solubilities in the presence of crystals was sensitive to the crystallizing system and was on the order to 2% for ATR-FTIR while it was much higher for FT-NIR.
引用
收藏
页码:2629 / 2640
页数:12
相关论文
共 21 条
  • [1] Comparative Study of Preprocessing on an ATR-FTIR Calibration Model for In Situ Monitoring of Solution Concentration in Cooling Crystallization
    Zhang, Fangkun
    Du, Kang
    Guo, Luyu
    Xu, Qilei
    Shan, Baoming
    [J]. CHEMICAL ENGINEERING & TECHNOLOGY, 2021, 44 (12) : 2279 - 2289
  • [2] Comparative study on ATR-FTIR calibration models for monitoring solution concentration in cooling crystallization
    Zhang, Fangkun
    Liu, Tao
    Wang, Xue Z.
    Liu, Jingxiang
    Jiang, Xiaobin
    [J]. JOURNAL OF CRYSTAL GROWTH, 2017, 459 : 50 - 55
  • [3] In Situ Measurement of Solution Concentration during the Batch Cooling Crystallization of L-Glutamic Acid using ATR-FTIR Spectroscopy Coupled with Chemometrics
    Borissova, Antonia
    Khan, Shahid
    Mahmud, Tariq
    Roberts, Kevin J.
    Andrews, John
    Dallin, Paul
    Chen, Zeng-Ping
    Morris, Julian
    [J]. CRYSTAL GROWTH & DESIGN, 2009, 9 (02) : 692 - 706
  • [4] Quantitative application of in situ ATR-FTIR and Raman spectroscopy in crystallization processes
    Cornel, Jeroen
    Lindenberg, Christian
    Mazzotti, Marco
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2008, 47 (14) : 4870 - 4882
  • [5] Application of ATR-FTIR and FT-NIR spectroscopy coupled with chemometrics for species identification and quality prediction of boletes
    Zheng, Chuanmao
    Li, Jieqing
    Liu, Honggao
    Wang, Yuanzhong
    [J]. FOOD CHEMISTRY-X, 2024, 23
  • [6] Combined Application of in Situ FBRM, ATR-FTIR, and Raman on Polymorphism Transformation Monitoring During the Cooling Crystallization
    Zhao, Yingying
    Yuan, Junsheng
    Ji, Zhiyong
    Wang, Jingkang
    Rohani, Sohrab
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2012, 51 (38) : 12530 - 12536
  • [7] Process control of seeded batch cooling crystallization of the metastable α-form glycine using an in-situ ATR-FTIR spectrometer and an in-situ FBRM particle counter
    Doki, N
    Seki, H
    Takano, K
    Asatani, H
    Yokota, M
    Kubota, N
    [J]. CRYSTAL GROWTH & DESIGN, 2004, 4 (05) : 949 - 953
  • [8] Improved spectral model building for using ATR-FTIR spectroscopy to measure solution concentration during cooling crystallization
    Liu, Jingxiang
    Liu, Tao
    Cui, Yan
    Pei, Xiaojing
    [J]. IFAC PAPERSONLINE, 2022, 55 (07): : 833 - 838
  • [9] On-line monitoring of batch cooling crystallization of organic compounds using ATR-FTIR spectroscopy coupled with an advanced calibration method
    Chen, Zeng-Ping
    Morris, Julian
    Borissova, Antonia
    Khan, Shahid
    Mahmud, Tariq
    Penchev, Rado
    Roberts, Kevin J.
    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2009, 96 (01) : 49 - 58
  • [10] A study on batch cooling crystallization of sulphathiazole -: Process monitoring using ATR-FTIR and product characterization by automated image analysis
    Pöllänen, K
    Häkkinen, AW
    Reinikainen, SP
    Louhi-Kultanen, A
    Nyström, L
    [J]. CHEMICAL ENGINEERING RESEARCH & DESIGN, 2006, 84 (A1): : 47 - 59