Development of a software architecture for bioprocess modeling

IF 4.1 Q2 ENGINEERING, CHEMICAL Digital Chemical Engineering Pub Date : 2025-03-01 Epub Date: 2024-12-26 DOI:10.1016/j.dche.2024.100210
Priscila Marques da Paz , Caroline Satye Martins Nakama , Galo Antonio Carrillo Le Roux
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Abstract

Increasing the productivity of a biotechnological process becomes feasible through the development of Process Systems Engineering tools, which integrate experimental data with mathematical modeling. This work aims to develop a software architecture for modeling bioprocesses that is accessible to a multidisciplinary group. To achieve this aim, the software must be thoroughly designed based on an ontology that describes bioprocesses that can be apprehended by researchers from different fields. The ontological representation is carried out using Unified Modeling Language diagrams, whose use is demonstrated by a parameter estimation case study. It is concluded that good software development practices can be provided through the proposed architecture, since it guides simulations and parameter estimations of biotechnological processes in a structured way.
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生物过程建模软件体系结构的开发
通过将实验数据与数学建模相结合的过程系统工程工具的开发,提高生物技术过程的生产率变得可行。这项工作的目的是开发一个软件架构建模的生物过程,是可访问的多学科组。为了实现这一目标,软件必须完全基于描述生物过程的本体进行设计,这些过程可以被来自不同领域的研究人员所理解。本体表示使用统一建模语言图进行,其使用通过参数估计案例研究进行了演示。结论是,通过提出的体系结构可以提供良好的软件开发实践,因为它以结构化的方式指导生物技术过程的模拟和参数估计。
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