Managing lifecycle of product information with an ontology-based knowledge framework

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Journal of Industrial Information Integration Pub Date : 2025-03-11 DOI:10.1016/j.jii.2025.100820
Lorenzo Failla , Marco Rossoni , Marco Quirini , Giorgio Colombo
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Abstract

The effective management of product information within a formalized, digital and interoperable infrastructure remains a significant gap in realizing the full potential of modern Product Lifecycle Management (PLM) implementations in industrial contexts. While the academic paradigm of PLM has been extensively emphasized in the scientific literature for over two decades as a sustainable company strategy, contemporary PLM implementations prove inadequate in handling the extensive volume and variety of information generated throughout a product’s lifecycle. Starting from a comprehensive overview of the evolution of the PLM paradigm and of its inherent implications, the analysis of the PLM implementation of a big player in engineering and manufacturing of turbomachinery products for Oil & Gas and Energy markets is analyzed, allowing to identify existing major general contradictions from an industrial perspective. While it is reaffirmed that the attainment of a neutral, harmonized and universally agreed standardization is nowadays missing and is crucial in the enabling of the PLM paradigm through digital technologies, the present study attempts to demonstrate how a general and agnostic ontology-based framework may straightforwardly fulfill all the identified demands of the PLM paradigm and, therefore, how ontologies play a central role in this field of research by bridging different domains to enable a holistic product conceptualization, lifecycle management, and data interoperability among different digital agents.

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利用基于本体的知识框架管理产品信息的生命周期
在形式化、数字化和可互操作的基础设施中对产品信息进行有效管理,仍然是实现工业环境中现代产品生命周期管理(PLM)实现的全部潜力的重要差距。虽然二十多年来,PLM的学术范式作为一种可持续的公司战略在科学文献中得到了广泛的强调,但当代PLM的实施在处理产品生命周期中产生的大量和各种各样的信息方面被证明是不够的。从对PLM范式的演变及其内在含义的全面概述开始,分析了石油和amp的涡轮机械产品工程和制造中的大型参与者的PLM实施;分析了天然气和能源市场,从工业角度确定了现有的主要一般矛盾。虽然人们重申,目前缺乏中立、协调和普遍同意的标准化,这对于通过数字技术实现PLM范式至关重要,但本研究试图展示一个通用的、不可知论的基于本体论的框架如何直接满足PLM范式的所有确定需求,因此,本体如何通过桥接不同的领域来实现整体产品概念化、生命周期管理和不同数字代理之间的数据互操作性,从而在该研究领域发挥核心作用。
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来源期刊
Journal of Industrial Information Integration
Journal of Industrial Information Integration Decision Sciences-Information Systems and Management
CiteScore
22.30
自引率
13.40%
发文量
100
期刊介绍: The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.
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