网络物理生产系统工程中的知识变更管理与分析:以水电站为例

F. Ekaputra, M. Sabou, Estefanía Serral, S. Biffl
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引用次数: 3

摘要

设计网络物理生产系统(CPPS)的过程,例如现代发电厂或钢厂,通常发生在多学科工程环境中,来自不同工程领域和组织的专家共同努力创建复杂的工程工件。设计这种复杂工程工件的过程需要迭代和重新设计阶段,这将导致数据和知识的不断变化。为了管理这种环境的变化,我们先前提出了一个进行知识变化管理和分析(KCMA)的通用参考过程。本文通过将所提出的通用参考流程转化为使用语义Web技术开发的科学原型,在某现代水电站的案例研究中实现了该流程。最后,我们进行了评估,以评估所提出的参考流程和开发的原型的可行性。因此,本文的贡献是双重的:(1)水力发电厂KCMA的工具支持原型,以及(2)该原型的可行性评估,报告在现实世界案例研究中实现KCMA的反馈和经验教训。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge Change Management and Analysis during the Engineering of Cyber Physical Production Systems: A Use Case of Hydro Power Plants
The process of designing Cyber Physical Production Systems (CPPS), e.g., modern power plants or steel mills, typically takes place in a multi-disciplinary engineering environment, in which experts from various engineering domains and organizations work together towards creating complex engineering artifacts. The process of designing such complex engineering artifacts requires iterations and redesign phases, which lead to continuous changes of the data and knowledge. To manage changes in such environment, we have previously proposed a generic reference process for conducting Knowledge Change Management and Analysis (KCMA). This paper implements this process for the case study of a modern Hydro Power Plant by adapting the proposed generic reference process into a scientific prototype developed using Semantic Web Technologies. Finally, we conduct an evaluation to evaluate the feasibility of the proposed reference process and the developed prototype. Thus, the contribution of this paper is two-folds: (1) A tool-supported prototype for KCMA of a hydro power plant, and (2) A feasibility evaluation of this prototype that reports feedback and lessons learned for achieving KCMA in real-world case studies.
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