Evaluating the application of augmented reality devices in manufacturing from a process point of view: An AHP based model

被引:77
作者
Elia, Valerio [1 ]
Gnoni, Maria Grazia [1 ]
Lanzilotto, Alessandra [1 ]
机构
[1] Univ Salento, Dept Innovat Engn, Campus Ecotekne,Via Per Monteroni, I-73100 Lecce, Italy
关键词
Augmented Reality; Manufacturing process; Multi-criteria; AHP; TECHNOLOGICAL DIVERSIFICATION; FUZZY AHP; MAINTENANCE; DESIGN; VALIDATION; SELECTION; INDUSTRY; SUPPORT; SYSTEM; PATH;
D O I
10.1016/j.eswa.2016.07.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Augmented Reality (AR) systems in last few years show great potentialities in the manufacturing context: recent pilot projects were developed for supporting quicker product and process design, as well as control and maintenance activities. The high technological complexity together with the wide variety of AR devices require a high technological skill; on the other hand, evaluating their actual impacts on the manufacturing process is still an open question. Few recent studies have analysed this topic by using qualitative approaches based on an "ex post" analysis i.e. after the design and/or the adoption of the AR system - for evaluating the effectiveness of a developed AR application. The paper proposes an expert based tool for supporting production managers and researchers in effectively evaluating a preliminary ex ante feasibility analysis for assessing quantitatively most efficient single AR devices (or combinations) to be applied in specific manufacturing processes. A multi-criteria model based on Analytic Hierarchy Process (AHP) method has been proposed to provide decision makers with quantitative knowledge for more efficiently designing AR applications in manufacturing. The model allows to integrate, in the same decision support tool, technical knowledge regarding AR devices with critical process features characterizing manufacturing processes, thus allowing to assess the contribution of the AR device in a wider prospective compared to current technological analyses. A test case study about the evaluation of AR system in on-site maintenance service is also discussed aiming to validate the model, and to outline its global applicability and potentialities. Obtained results highlighted the full efficacy of the proposed model in supporting ex-ante feasibility studies. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:187 / 197
页数:11
相关论文
共 57 条
[1]   Augmented Reality Application for Product Concepts Evaluation [J].
Arbelaez-Estrada, Juan C. ;
Osorio-Gomez, Gilberto .
2013 INTERNATIONAL CONFERENCE ON VIRTUAL AND AUGMENTED REALITY IN EDUCATION, 2013, 25 :389-398
[2]   Augmented reality for photovoltaic pumping systems maintenance tasks [J].
Benbelkacem, Samir ;
Belhocine, Mahmoud ;
Bellarbi, Abdelkader ;
Zenati-Henda, Nadia ;
Tadjine, Mohamed .
RENEWABLE ENERGY, 2013, 55 :428-437
[3]   Using Fuzzy AHP to manage Intellectual Capital assets: An application to the ICT service industry [J].
Calabrese, Armando ;
Costa, Roberta ;
Menichini, Tamara .
EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (09) :3747-3755
[4]   Robot programming using augmented reality: An interactive method for planning collision-free paths [J].
Chong, J. W. S. ;
Ong, S. K. ;
Nee, A. Y. C. ;
Youcef-Youmi, K. .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2009, 25 (03) :689-701
[5]  
Crawford G. B., 1987, Mathematical Modelling, V9, P327, DOI 10.1016/0270-0255(87)90489-1
[6]   Virtual and augmented reality support for discrete manufacturing system simulation [J].
Dangelmaier, W ;
Fischer, M ;
Gausemeier, J ;
Grafe, M ;
Matysczok, C ;
Mueck, B .
COMPUTERS IN INDUSTRY, 2005, 56 (04) :371-383
[7]   Return on investment calculator for RFID ecosystem of high tech company [J].
de Souza, Robert ;
Goh, Mark ;
Sundarakani, Balan ;
Wai, Wong T. ;
Toh, Keith ;
Yong, Wu .
COMPUTERS IN INDUSTRY, 2011, 62 (8-9) :820-829
[8]   Augmented Reality Application for the Maintenance of a Flapper Valve of a Fuller-Kynion Type M Pump [J].
Eduardo Garza, Luis ;
Pantoja, Gabriel ;
Ramirez, Pablo ;
Ramirez, Hector ;
Rodriguez, Nestor ;
Gonzalez, Eduardo ;
Quintal, Raul ;
Perez, Juan A. .
2013 INTERNATIONAL CONFERENCE ON VIRTUAL AND AUGMENTED REALITY IN EDUCATION, 2013, 25 :154-160
[9]   Pervasiveness of RFID technology: A survey based on case studies analysis [J].
Elia, V. ;
Gnoni, M. G. .
INTERNATIONAL JOURNAL OF RF TECHNOLOGIES-RESEARCH AND APPLICATIONS, 2013, 5 (1-2) :41-61
[10]   A model-based approach for data integration to improve maintenance management by mixed reality [J].
Espindola, Danubia Bueno ;
Fumagalli, Luca ;
Garetti, Marco ;
Pereira, Carlos E. ;
Botelho, Silvia S. C. ;
Henriques, Renato Ventura .
COMPUTERS IN INDUSTRY, 2013, 64 (04) :376-391