Knowledge-based PPR modelling for assembly automation

被引:23
作者
Ahmad, Mussawar [1 ]
Ferrer, Borja Ramis [2 ]
Ahmad, Bilal [1 ]
Vera, Daniel [1 ]
Lastra, Jose L. Martinez [2 ]
Harrison, Robert [1 ]
机构
[1] Univ Warwick, WMG, Coventry, W Midlands, England
[2] Tampere Univ Technol, Tampere, Finland
基金
英国工程与自然科学研究理事会;
关键词
Knowledge-based systems; Semantic web technologies; Assembly automation; ENGINEERING CHANGE; PRODUCT; MANAGEMENT; SUPPORT; DESIGN; ONTOLOGY;
D O I
10.1016/j.cirpj.2018.01.001
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The paradigm shift from mass production to mass customisation and reduced product lifecycles requires continuous re-engineering/configuration of modern manufacturing systems. Although efforts are being made to design and build manufacturing systems based on the paradigms of changeability, reconfigurability, and flexibility, the knowledge of the system's capability remains unstructured and isolated from product design and engineering tools. As a result, introducing product design changes are costly, time-consuming and error-prone. To address this problem, this research utilises a Product, Process, and Resource (PPR) ontology with a view to supporting changes through information integration and knowledge generation. The approach moves away from product-centric tools such as Product Lifecycle Management (PLM) and thus a heterarchical model of the system is created. The contribution of this work is to demonstrate how modular ontologies can be utilised in a practical and industrially relevant manner by integrating the data structure of a set of component-based virtual engineering tools into the Resource domain. The research presents a proof-of-concept of the proposed approach using an automated engine assembly station as a case study. Inferences are made from explicit knowledge through rules and mapping as to whether both Product and Process requirements are met by Resource domain capabilities. The approach used in this work has the potential to significantly improve the workflow as and when new products are introduced or modifications need to be made as the scope of change can be assessed rapidly resulting in more focused engineering and design work. (C) 2018 CIRP.
引用
收藏
页码:33 / 46
页数:14
相关论文
共 76 条
  • [1] Review of semantic modelling technologies in support of virtual factory design
    Agyapong-Kodua, K.
    Lohse, Niels
    Darlington, Robert
    Ratchev, Svetan
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2013, 51 (14) : 4388 - 4404
  • [2] Ahmad B., 2015, 13 IEEE INT C IND IN
  • [3] Ahmad B., 2015, INT CONF BIOMETR THE
  • [4] Ahmad B., 2014, COMPONENT BASED VIRT
  • [5] Ahmad M., 2017, ENSURING CONSISTENCY
  • [6] Ahmad M, 2015, IEEE IND ELEC, P1002, DOI 10.1109/IECON.2015.7392230
  • [7] A lightweight approach for human factor assessment in virtual assembly designs: an evaluation model for postural risk and metabolic workload
    Alkan, Bugra
    Vera, Daniel
    Ahmad, Mussawar
    Ahmad, Bilal
    Harrison, Robert
    [J]. 6TH CIRP CONFERENCE ON ASSEMBLY TECHNOLOGIES AND SYSTEMS (CATS), 2016, 44 : 26 - 31
  • [8] Angerer S., 2010, 2010 Proceedings of 4th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2010), P64, DOI 10.1109/SASO.2010.43
  • [9] [Anonymous], 2011, 103032032011 ISO
  • [10] [Anonymous], IFAC P VOLUMES