微波辅助冷冻干燥的建模、优化和控制的解析解

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Chemical Engineering Pub Date : 2023-09-01 DOI:10.1016/j.compchemeng.2023.108318
Prakitr Srisuma , George Barbastathis , Richard D. Braatz
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引用次数: 2

摘要

冷冻干燥,又名冻干,是一种在真空下通过升华干燥药品的过程。传统工艺的替代方案是微波辅助冷冻干燥,它依赖于微波辐照干燥产品,提供干燥时间减少70%-80%。本文导出了常规、微波辅助和混合冷冻干燥机理模型的精确和近似解析解。精确解作为验证数值或近似结果的参考解,由于其最高精度达到机器精度。近似解的计算速度比数值解快4倍左右,比精确解快200倍,最大误差小于1%,计算效率高,精度高。分析解在参数估计、最优控制和参数空间分析中的应用。
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Analytical solutions for the modeling, optimization, and control of microwave-assisted freeze drying

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.

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来源期刊
Computers & Chemical Engineering
Computers & Chemical Engineering 工程技术-工程:化工
CiteScore
8.70
自引率
14.00%
发文量
374
审稿时长
70 days
期刊介绍: Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.
期刊最新文献
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