Analytical solutions for the modeling, optimization, and control of microwave-assisted freeze drying

被引:3
|
作者
Srisuma, Prakitr [1 ,2 ,3 ]
Barbastathis, George [1 ,3 ]
Braatz, Richard D. [2 ,3 ]
机构
[1] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
[2] MIT, Dept Chem Engn, Cambridge, MA 02139 USA
[3] MIT, Ctr Computat Sci & Engn, Cambridge, MA 02139 USA
关键词
Lyophilization; Freeze drying; Microwave-assisted freeze drying; Hybrid freeze drying; Biopharmaceutical manufacturing; HEAT-TRANSFER; MASS;
D O I
10.1016/j.compchemeng.2023.108318
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Freeze drying, aka lyophilization, is a process by which a pharmaceutical product is dried via sublimation under vacuum. An alternative to the conventional process is microwave-assisted freeze drying, which relies on microwave irradiation for drying the product, offering a reduction in the drying time by 70%-80%. This article derives exact and approximate analytical solutions to a mechanistic model for conventional, microwave assisted, and hybrid freeze drying. The exact solution serves as a reference solution for validating numerical or approximate results due to its highest accuracy up to machine precision. The approximate solution can be computed about 4-fold faster than the numerical solutions and 200-fold faster than the exact solution with the maximum error of less than 1%, which is highly computationally efficient and accurate. Applications of the analytical solutions are demonstrated in the context of parameter estimation, optimal control, and parameter space analysis.
引用
收藏
页数:14
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