在 CADET 中求解结晶/沉淀种群平衡模型,第二部分:批处理和连续模式中基于粒度的斯莫卢霍夫斯基凝固和破碎方程

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Chemical Engineering Pub Date : 2024-09-06 DOI:10.1016/j.compchemeng.2024.108860
Wendi Zhang , Todd Przybycien , Jan Michael Breuer , Eric von Lieres
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引用次数: 0

摘要

在免费开源过程建模软件包 CADET 中求解了基于粒度的 Smoluchowski 凝聚和破碎方程。选择了 WFV 和 MCNP 方案来离散内部粒度坐标。对这些方案中的权重进行了修改,以保留和保存基于粒度方程的第零矩和第三矩。提供了方案的修正命题和证明。为了减少求解器的运行时间,推导并实现了分析雅各布。制定并离散化了以轴向位置为外部坐标的二维 Smoluchowski 凝聚和破碎方程,以支持分散塞流反应器中连续颗粒过程的模拟。使用了五个一维和四个二维测试案例来验证实现方法,并对求解器的性能进行基准测试。详细分析了运行时间、L1 误差规范、L1 误差率、六阶以下粒度分布矩和几个标量指标。
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Solving crystallization/precipitation population balance models in CADET, Part II: Size-based Smoluchowski coagulation and fragmentation equations in batch and continuous modes

A particle size-based Smoluchowski coagulation and fragmentation equation was solved in the free and open source process modeling package CADET. The WFV and MCNP schemes were selected to discretize the internal particle size coordinate. Weights in these schemes were modified to preserve and conserve the zeroth and third moments for size-based equations. Modified propositions and proofs for the scheme are provided. Analytical Jacobians were derived and implemented to reduce the solver’s runtime. A two-dimensional Smoluchowski coagulation and fragmentation equation with axial position as external coordinate was formulated and discretized to support simulations of continuous particulate processes in dispersive plug flow reactors. Five 1D and four 2D test cases were used to validate the implementation and benchmark the solver’s performance. The runtime, L1 error norm, L1 error rate, particle size distribution moments up to sixth order and several scalar metrics were analyzed in detail.

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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.
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