Fractional Calculus to Analyze Efficiency Behavior in a Balancing Loop in a System Dynamics Environment

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-04-04 DOI:10.3390/fractalfract8040212
Jorge Manuel Barrios-Sánchez, Roberto Baeza-Serrato, L. Martínez-Jiménez
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Abstract

This research project focuses on developing a mathematical model that allows us to understand the behavior of the balancing loops in system dynamics in greater detail and precision. Currently, simulations give us an understanding of the behavior of these loops, but under the premise of an ideal scenario. In practice, however, accurate models often operate with varying efficiencies due to various irregularities and particularities. This discrepancy is the primary motivation behind our research proposal, which seeks to provide a more realistic understanding of the behavior of the loops, including their different levels of efficiency. To achieve this goal, we propose the introduction of fractional calculus in system dynamics models, focusing specifically on the balancing loops. This innovative approach offers a new perspective on the state of the art, offering new possibilities for understanding and optimizing complex systems.
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用分数微积分分析系统动力学环境中平衡环路的效率行为
本研究项目的重点是建立一个数学模型,使我们能够更详细、更精确地了解系统动力学中平衡环路的行为。目前,我们可以通过模拟来了解这些环路的行为,但前提是在理想情况下。但实际上,由于各种不规则性和特殊性,精确模型的运行效率往往各不相同。这种差异正是我们提出研究建议的主要动机,我们希望能更真实地了解环路的行为,包括其不同的效率水平。为实现这一目标,我们建议在系统动力学模型中引入分数微积分,并特别关注平衡环路。这种创新方法为研究现状提供了新的视角,为理解和优化复杂系统提供了新的可能性。
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CiteScore
7.20
自引率
4.30%
发文量
567
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