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A multimedia case-based reasoning framework for assembly sequence planning

Junhao Chen (Northwestern Polytechnical University, Xi’an, China)
Xiaoliang Jia (Northwestern Polytechnical University, Xi’an, China)

Assembly Automation

ISSN: 0144-5154

Article publication date: 19 June 2019

Issue publication date: 3 October 2019

Abstract

Purpose

Assembly sequence planning (ASP) is a crucial job during assembly process design. However, it is still difficult to reuse the existing solution to solve a new ASP problem. In particular, with the rapid development of digital technologies, the reusable assembly information of an existing solution is not concentrated in one multimedia but dispersed in multiple heterogeneous multimedia, e.g. text, three-dimensional graphics, even images and videos. This paper aims to propose a multimedia case (MC)-based reasoning framework to solve ASP by reusing the existing solution whose assembly information is dispersed in multimedia.

Design/methodology/approach

The proposed framework is designed with the introduction of the MC. An MC seamlessly integrates the dispersed assembly information of an existing solution. Under the proposed concept and architecture, the assembly information of an existing solution is extracted to build assembly descriptors of multimedia. Therefore, the MC is captured by organizing the assembly descriptors of corresponding multimedia.

Findings

By means of the framework proposed, it is possible to reuse the existing solution whose assembly information is dispersed in multimedia to solve ASP. Moreover, the extraction method of assembly information can flexibly parse most of the multimedia. Finally, the MC has the capability to represent the existing solution by collecting dispersed assembly information.

Originality/value

The proposed framework can discover the similar existing solution and avoid the potential failures confronted in the past so that the feasibility of ASP result can be improved as much as possible.

Keywords

Citation

Chen, J. and Jia, X. (2019), "A multimedia case-based reasoning framework for assembly sequence planning", Assembly Automation, Vol. 39 No. 4, pp. 673-684. https://doi.org/10.1108/AA-05-2018-075

Publisher

:

Emerald Publishing Limited

Copyright © 2019, Emerald Publishing Limited