Development of a Computational Model for Cassava Food Processing Using Coloured Petri Net

Q3 Computer Science
Samuel M. Alade, O. D. Ninan
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引用次数: 0

Abstract

A food system is composed of a complex network of activities and processes for production, distribution, transportation and consumption, which interact with each other, thus leading to changeable behaviour. Most existing empirical studies on cassava processing have focused on the technical efficiency analysis of the cassava crop processing techniques among processors indicating that the modelling of the events and operations involved in the processing of the cassava crop is highly limited. In this context, different strategies have been used to solve difficult environmental and agro-informatic systems model-based problems such as system dynamics, agent based, rule-based knowledge and mathematical modeling. However, the structural comprehension and behavioral investigation of this modeling are constrained. In this regard, formal computational modeling is a method that enables modeling and simulation of the dynamical characteristics of these food systems to be examined. In this study, the system specification is designed using Unified Modelling language (UML) to show the structural process and system design modelled and simulated using Coloured Petri Net (CPN), a formal method for analyzing the behavioural properties of complex system because of its efficient analysis. For the purpose of observing and analyzing the behaviour of the cassava food process, a series of simulation runs was proposed.
用彩色Petri网建立木薯食品加工计算模型
食物系统是由生产、分配、运输和消费的活动和过程组成的复杂网络,这些活动和过程相互作用,从而导致变化的行为。现有的大多数关于木薯加工的实证研究都集中在对加工者之间木薯作物加工技术的技术效率分析上,这表明对木薯作物加工中涉及的事件和操作的建模非常有限。在这种背景下,不同的策略被用来解决困难的环境和农业信息系统模型为基础的问题,如系统动力学,基于代理,基于规则的知识和数学建模。然而,这种模型的结构理解和行为研究受到了限制。在这方面,正式计算建模是一种方法,可以对这些食品系统的动态特性进行建模和模拟。在本研究中,使用统一建模语言(UML)设计系统规范,以显示结构过程和系统设计,并使用彩色Petri网(CPN)建模和模拟,彩色Petri网(CPN)是分析复杂系统行为特性的形式化方法,因为它具有高效的分析能力。为了观察和分析木薯食品加工过程的行为,提出了一系列的模拟运行。
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来源期刊
International Journal of Intelligent Systems and Applications in Engineering
International Journal of Intelligent Systems and Applications in Engineering Computer Science-Computer Graphics and Computer-Aided Design
CiteScore
1.30
自引率
0.00%
发文量
18
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