A multimedia case-based reasoning framework for assembly sequence planning. Issue 4 (19th June 2019)

• Record Type: Journal Article
• Authors: Chen, Junhao; Jia, Xiaoliang
• Is Part Of: Assembly automation. Volume 39:Issue 4(2019)
• Page Start: 673
• Page End: 684
• Publication Date: 2019-06-19
• Subjects: Multimedia -- Case-based reasoning -- Assembly sequences planning -- Information reuse; Automation -- Periodicals; Automatic machinery -- Periodicals; Assembly-line methods -- Periodicals; Industrial engineering -- Periodicals; 670.42705
• DOI: 10.1108/AA-05-2018-075
• Languages: English
• ISSNs: 0144-5154

Abstract

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.