当前位置: X-MOL 学术J. Ind. Inf. Integr. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Knowledge reuse for ontology modelling in Maintenance and Industrial Asset Management
Journal of Industrial Information Integration ( IF 10.4 ) Pub Date : 2021-10-18 , DOI: 10.1016/j.jii.2021.100298
Adalberto Polenghi 1 , Irene Roda 1 , Marco Macchi 1 , Alessandro Pozzetti 1 , Hervé Panetto 2
Affiliation  

Maintenance and Industrial Asset Management (AM) are fundamental business processes in guaranteeing the availability of physical assets at minimum risk and cost, while balancing the interests of several stakeholders. To reach operational excellence, intra- and inter-enterprise interoperability of systems is needed to support information management and integration between several involved parties. To this end, ontology engineering is relevant since it supports interoperability at technical and semantic levels. However, ontology modelling methodologies are varied, and several best practices exist, among which knowledge reuse. Nevertheless, reusing extant knowledge is not completely exploited so far, causing a heterogeneous ensemble of ontologies that are not orchestrated. The present work aims at promoting the adoption of knowledge reuse for ontology modelling in maintenance and AM. Therefore, an extensive review of existing ontologies for the two targeted business processes is performed with a twofold objective: firstly, to realise a cross-industrial ontological compendium, and secondly to understand the state of art of ontology modelling in maintenance and AM. To support the adoption of knowledge reuse, this practice is framed in AMODO (Asset Management Ontology Development methOdology). Finally, a laboratory-sized showcase is provided to prove the usefulness of relying on knowledge reuse during the ontology development. The results show that the developed ontology is realised faster and is inherently aligned with established ontologies, towards enterprise systems interoperability. Consequently, maintenance and AM business processes may rely on information management and integration to pursue operational excellence.



中文翻译:

维护和工业资产管理中本体建模的知识重用

维护和工业资产管理 (AM) 是基本业务流程,可确保以最低风险和成本提供实物资产,同时平衡多个利益相关者的利益。为了实现卓越运营,需要系统的企业内部和企业间互操作性,以支持多个相关方之间的信息管理和集成。为此,本体工程是相关的,因为它支持技术和语义级别的互操作性。然而,本体建模方法是多种多样的,存在几种最佳实践,其中包括知识重用。然而,到目前为止,重用现有知识还没有被完全利用,从而导致未编排的异构本体集成。目前的工作旨在促进知识重用在维护和 AM 中的本体建模中的采用。因此,对两个目标业务流程的现有本体进行广泛审查,具有双重目标:首先,实现跨行业的本体纲要,其次,了解维护和 AM 中本体建模的最新技术。为支持知识重用的采用,此实践以 AMODO(资产管理本体开发方法)为框架。最后,提供了一个实验室大小的展示来证明在本体开发过程中依赖知识重用的有用性。结果表明,开发的本体实现得更快,并且与已建立的本体在本质上保持一致,以实现企业系统互操作性。最后,

更新日期:2021-10-19
down
wechat
bug