A Quality 4.0 Model for architecting industry 4.0 systems

被引:18
|
作者
Antonino, Pablo Oliveira [1 ]
Capilla, Rafael [2 ]
Pelliccione, Patrizio [3 ]
Schnicke, Frank [1 ]
Espen, Daniel [1 ]
Kuhn, Thomas [1 ]
Schmid, Klaus [4 ]
机构
[1] Fraunhofer IESE, Kaiserslautern, Germany
[2] Rey Juan Carlos Univ, Madrid, Spain
[3] Gran Sasso Sci Inst GSSI, Laquila, Italy
[4] Univ Hildesheim, Hildesheim, Germany
关键词
Industry; 4; 0; Software architecture; Quality; Quality attributes; Smart factories; Industrial internet of things; RECONFIGURABLE MANUFACTURING SYSTEMS; CHALLENGES; DESIGN;
D O I
10.1016/j.aei.2022.101801
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The increasing importance of automation and smart capabilities for factories and other industrial systems has led to the concept of Industry 4.0 (I4.0). This concept aims at creating systems that improve the vertical and horizontal integration of production through (i) comprehensive and intelligent automation of industrial processes, (ii) informed and decentralized real-time decision making, and (iii) stringent quality requirements that can be monitored at any time. The I4.0 infrastructure, supported in many cases by robots, sensors, and algorithms, demands highly skilled workers able to continuously monitor the quality of both the items to be produced and the underlying production processes. While the first attempts to develop smart factories and enhance the digital transformation of companies are under way, we need adequate methods to support the identification and specification of quality attributes that are relevant to I4.0 systems. Our main contribution is to provide a refined version of the ISO 25010 quality model specifically tailored to those qualities demanded by I4.0 needs. This model aims to provide actionable support for I4.0 software engineers that are concerned with quality issues. We developed our model based on an exhaustive analysis of similar proposals using the design science method as well as expertise from seasoned engineers in the domain. We further evaluate our model by applying it to two important I4.0 reference architectures further clarifying its application.
引用
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页数:15
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