A human-driven control architecture for promoting good mental health in collaborative robot scenarios

被引:14
|
作者
Nicora, Matteo Lavit [1 ]
Andre, Elisabeth [2 ]
Berkmans, Daniel [3 ]
Carissoli, Claudia [4 ]
D'Orazio, Tiziana [5 ]
Delle Fave, Antonella [4 ]
Gebhard, Patrick [6 ]
Marani, Roberto [5 ]
Mira, Robert Mihai [1 ]
Negri, Luca [4 ]
Nunnari, Fabrizio [6 ]
Fernandez, Alberto Pena [7 ]
Scano, Alessandro [1 ]
Reni, Gianluigi [8 ]
Malosio, Matteo [1 ]
机构
[1] Natl Res Council Italy, Inst Intelligent Ind Technol & Syst Adv Mfg, Lecce, Italy
[2] Univ Augsburg, Human Ctr Artificial Intelligence, Inst Informat, D-86159 Augsburg, Germany
[3] Katholieke Univ Leuven, Anim & Human Hlth Engn Div, Dept Biosyst, Measure Model & Manage Bioresponses M3 BIORES, B-3001 Heverlee, Belgium
[4] Univ Milan, Dept Pathophyisiol & Transplantat, Milan, Italy
[5] Natl Res Council Italy, Inst Intelligent Ind Technol & Syst Adv Mfg, Bari, Italy
[6] German Res Ctr Artificial Intelligence, Saarbrucken, Germany
[7] BioRICS Nv, B-3001 Heverlee, Belgium
[8] IRCCS E Medea, Sci Inst, Bosisio Parini, Lecco, Italy
关键词
OPTIMAL EXPERIENCE;
D O I
10.1109/RO-MAN50785.2021.9515315
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces the control architecture of a platform aimed at promoting good mental health for workers interacting with collaborative robots (cobots). The platform aim is to render industrial production cells capable of automatically adapting their behavior in order to improve the operator's quality of experience and level of engagement and to minimize his/her psychological strain. In order to achieve such a goal, an extremely rich and complex framework is required. Starting from the identification of the parameters that could influence the collaboration experience, the envisioned human-driven control structure is presented together with a detailed description of the components required to implement such an automated system. Future works will include proper tuning of control parameters with dedicated experimental sessions, together with the definition of organizational and technical guidelines for the design of a mental-health-friendly cobot-based manufacturing workplace.
引用
收藏
页码:285 / 291
页数:7
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