Review of vision-based safety systems for human-robot collaboration

被引:89
|
作者
Halme, Roni-Jussi [1 ]
Lanz, Minna [1 ]
Kamarainen, Joni [1 ]
Pieters, Roel [1 ]
Latokartano, Jyrki [1 ]
Hietanen, Antti [1 ]
机构
[1] Tampere Univ Technol, POB 527, FI-33101 Tampere, Finland
关键词
human-robot collaboration; manufacturing; safety; industrial robots; monitoring; classification; COLLISION-AVOIDANCE; FRAMEWORK;
D O I
10.1016/j.procir.2018.03.043
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Safety in human -robot collaborative manufacturing is ensured by various types of safety systems that help to avoid collisions and limit impact forces to the acceptable level in a case of collisions. Recently, active vision-based safety systems have gained momentum due to their affordable price (e.g. off-the-shelf RGB or depth cameras and projectors), flexible installation and easy tailoring. However, these systems have not been widely adopted and standardized. The vision-based commercial products can only be found in a limited number. In this work, we review the recent methods in vision -based technologies applied in human -robot interaction and/or collaboration scenarios, and provide a technology analysis of these. The aim of this review is to provide a comparative analysis of the current readiness level of vision based safety systems for industrial requirements and highlight the important components that are missing. The factors that are analysed as such are use case flexibility, system speed and level of collaboration. 2018 The Authors. Published by Elsevier B.V. Peer-review under responsibility of the scientific committee of the 51st CIRP Conference on Manufacturing Systems.
引用
收藏
页码:111 / 116
页数:6
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