Towards an ontology-supported case-based reasoning approach for computer-aided tolerance specification

作者：

Highlights：

• Design an ontology-supported case-based reasoning framework for tolerance specification.

• Construct a tolerance specification ontology to represent tolerance specification cases.

• Present a mechanism to quantify the similarities of the distinctive attributes of two cases.

• Present a procedure to establish a similarity measure with high accuracy for case retrieval.

• Develop a prototype system to verify the application of the proposed approach in practice.

摘要

•Design an ontology-supported case-based reasoning framework for tolerance specification.•Construct a tolerance specification ontology to represent tolerance specification cases.•Present a mechanism to quantify the similarities of the distinctive attributes of two cases.•Present a procedure to establish a similarity measure with high accuracy for case retrieval.•Develop a prototype system to verify the application of the proposed approach in practice.

论文关键词：Computer-aided tolerance specification,Tolerance specification scheme,Tolerance specification problem,Case-based reasoning,Ontology,Similarity measure

论文评审过程：Received 2 March 2017, Revised 29 October 2017, Accepted 11 November 2017, Available online 14 November 2017, Version of Record 19 December 2017.

论文官网地址：https://doi.org/10.1016/j.knosys.2017.11.013