posted on 2018-07-19, 15:22authored bySean D. Cochrane
This work contributes to the field of development methodologies for knowledge based
design support systems. Specifically, the work identifies the need for a standards-based knowledge verification methodology for manufacturing facility representations.
Several development methodologies are proposed in the research literature, offering
benefits such as: distributed team working, multi viewpoint representations, and
knowledge reuse. These do not however address the subject of verification.
The knowledge verification methodology proposed by this research is based on the
concept of "ontological commitment", and uses the axioms of a shared foundation ontology
to define a series of verification procedures. The PSL ontology
(ISO/CD 18629) is identified as being both rigorous enough to support the verification
methodology, and relevant to manufacturing environments. The use of these
verification procedures within an overall system development methodology is
examined, and an understanding of how various categories of manufacturing
knowledge (typical to design support systems) maps onto the PSL ontology is
developed. This work is also supported by examples and case study material from
industrial situations, including: the casting and machining of metallic components.
The PSL ontology was found to support the verification of most categories of
manufacturing knowledge. It was shown to be particularly suited to process planning
representations. Additional concepts and verification procedures were however
needed to verify relationships between products and manufacturing processes. A set
of representational concepts and verification procedures were developed, and
integrated into the proposed knowledge verification methodology.
Funding
EPSRC (grant no.: GR/R64483/01).
History
School
Mechanical, Electrical and Manufacturing Engineering
This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/
Publication date
2007
Notes
A Doctoral Thesis. Submitted in partial fulfilment of the requirements for the award of Doctor of Philosophy at Loughborough University.