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The Co-evolution mechanism and stability analysis of service-oriented manufacturing enterprise system

机译:服务型制造企业系统的协同演化机理与稳定性分析

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Purpose: Service-oriented manufacturing (SOM) is a new worldwide trend in the manufacturing industry. An increasing number of enterprises have realized the advantages and importance of SOM. However, the co-evolution mechanism and the stability of service-oriented manufacturing enterprise systems have influences on the form and direction of evolution and decisions about how to determine the suitable scope of external investment. This paper aims to reveal the co-evolution mechanism and provide a scientific framework for the efficient operation of SOM enterprise system.Design/methodology: Based on a system’s features and the logistic equation, our research builds a three-dimensional dynamic model with three state variables: response capability, profitability, and structural complexity. In addition, an analysis of a system’s stability and state variables is conducted using the method of synergetics and, simultaneously, the threshold condition of co-evolution was determined and the evolution mechanism revealed. Finally, model validity is verified through the simulation of instance.Findings: By analyzing the dynamic model using Lyapounov stability analysis, the results show that responsiveness under the threshold condition will guide an enterprise system’s evolution for a long period of time, and whether the SOM enterprise system is stable or not depends on the external investment level ?. When the investment level reaches the threshold condition, system will realize its development and then repeatedly change from one kind of structure to another for an extended period. If not, system will be unstable, although it will improve, the rise in responsiveness will not be obvious.Originality/value: Most of the related researches are over-reliant on qualitative description and has seldom been from the perspective of a complex system. This work is a supplement from evolution perspective to SOM related theory researches, and also an innovation in the context of complexity science methods applied in enterprise management field.
机译:目的:面向服务的制造业(SOM)是制造业的全球新趋势。越来越多的企业意识到SOM的优势和重要性。但是,协同进化机制和面向服务的制造企业系统的稳定性会影响演化的形式和方向以及如何确定合适的外部投资范围的决策。本文旨在揭示协同进化机制,为SOM企业系统的高效运行提供科学的框架。设计/方法:基于系统的特征和逻辑方程,建立具有三个状态的三维动态模型变量:响应能力,获利能力和结构复杂性。此外,还使用协同方法对系统的稳定性和状态变量进行了分析,同时确定了协同进化的阈值条件并揭示了其演化机理。最后,通过实例仿真验证了模型的有效性。研究结果:通过使用Lyapounov稳定性分析对动态模型进行分析,结果表明,阈值条件下的响应能力将指导企业系统长期的演进,以及SOM是否会企业制度是否稳定取决于外部投资水平?当投资水平达到阈值条件时,系统将实现其发展,然后在很长一段时间内反复从一种结构转换为另一种结构。如果不是这样,系统将是不稳定的,尽管会改善,但响应性的提升将不明显。原创性/价值:大多数相关研究过分依赖定性描述,很少从复杂系统的角度进行研究。这项工作是从演化角度对SOM相关理论研究的补充,也是在企业管理领域应用的复杂性科学方法的背景下的一项创新。

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