Feedback Control for the Size and Shape Evolution of Needle-like Crystals in Suspension. II. Cooling Crystallization Experiments

被引:15
|
作者
Rajagopalan, Ashwin Kumar [1 ]
Botschi, Stefan [1 ]
Morari, Manfred [2 ]
Mazzotti, Marco [1 ]
机构
[1] Swiss Fed Inst Technol, Inst Proc Engn, CH-8092 Zurich, Switzerland
[2] Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
基金
瑞士国家科学基金会;
关键词
L-GLUTAMIC ACID; ANTISOLVENT CRYSTALLIZATION; PARTICLE; DISTRIBUTIONS; GROWTH; TRANSFORMATION; POPULATIONS;
D O I
10.1021/acs.cgd.8b01048
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The experimental validation of a model-free path following control (PFC) scheme to manipulate the size and shape evolution of needle-like crystals in a seeded, growth-dominated batch cooling crystallization process is presented. To this aim, constant supersaturation control (CSC) and PFC experiments were performed on the needle -shaped compound beta L-glutamic acid. First, the feedback controllers were coupled with an online size and shape monitoring tool. Second, attainable regions for the average particle dimensions of two different seed populations were determined experimentally using the CSC strategy, which enabled selecting reasonable targets in the size and shape space for the PFC experiments. Then, PFC experiments were performed to guide the populations of seed crystals to certain targets within the attainable region exhibiting different average sizes and shapes. The PFC strategy was able to successfully and repeatedly complete this task, thereby operating in a model-free fashion in the sense of not requiring multidimensional crystal growth rate models. The experimental validation underlines the effectiveness and the robustness of this feedback control scheme for the considered process.
引用
收藏
页码:6185 / 6196
页数:12
相关论文
共 7 条
  • [1] Feedback Control for the Size and Shape Evolution of Needle-like Crystals in Suspension. III. Wet Milling
    Rajagopalan, Ashwin Kumar
    Botschi, Stefan
    Morari, Manfred
    Mazzotti, Marco
    [J]. CRYSTAL GROWTH & DESIGN, 2019, 19 (05) : 2845 - 2861
  • [2] Feedback Control for the Size and Shape Evolution of Needle-like Crystals in Suspension. IV. Modeling and Control of Dissolution
    Botschi, Stefan
    Rajagopalan, Ashwin Kumar
    Morari, Manfred
    Mazzotti, Marco
    [J]. CRYSTAL GROWTH & DESIGN, 2019, 19 (07) : 4029 - 4043
  • [3] Feedback Control for the Size and Shape Evolution of Needle-like Crystals in Suspension. I. Concepts and Simulation Studies
    Boetschi, Stefan
    Rajagopalan, Ashwin Kumar
    Morari, Manfred
    Mazzotti, Marco
    [J]. CRYSTAL GROWTH & DESIGN, 2018, 18 (08) : 4470 - 4483
  • [4] Agglomeration of Needle-like Crystals in Suspension. II. Modeling
    Ochsenbein, David R.
    Vetter, Thomas
    Morari, Manfred
    Mazzotti, Marco
    [J]. CRYSTAL GROWTH & DESIGN, 2015, 15 (09) : 4296 - 4310
  • [5] Application of feedback control and in situ milling to improve particle size and shape in the crystallization of a slow growing needle-like active pharmaceutical ingredient
    Yang, Yang
    Pal, Kanjakha
    Koswara, Andy
    Sun, Qingqing
    Zhang, Yuqi
    Quon, Justin
    McKeown, Rahn
    Goss, Charles
    Nagy, Zoltan K.
    [J]. INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2017, 533 (01) : 49 - 61
  • [6] Filterability prediction of needle-like crystals based on particle size and shape distribution data
    Perini, Giulio
    Salvatori, Fabio
    Ochsenbein, David R.
    Mazzotti, Marco
    Vetter, Thomas
    [J]. SEPARATION AND PURIFICATION TECHNOLOGY, 2019, 211 : 768 - 781
  • [7] Size distribution of needle-shape crystals of monosodium L-glutamate obtained by seeded batch cooling crystallization
    Doki, N
    Yokota, M
    Sasaki, S
    Kubota, N
    [J]. JOURNAL OF CHEMICAL ENGINEERING OF JAPAN, 2004, 37 (03) : 436 - 442