Human-oriented design of collaborative robots

被引:86
作者
Maurice, Pauline [1 ]
Padois, Vincent [1 ]
Measson, Yvan [2 ]
Bidaud, Philippe [1 ,3 ]
机构
[1] UPMC Univ Paris 06, Sorbonne Univ, CNRS UMR 7222, Inst Syst Intelligents & Robot, F-75005 Paris, France
[2] CEA, LIST, Interact Robot Lab, F-91191 Gif Sur Yvette, France
[3] Off Natl Etud & Rech Aerosp, F-91123 Palaiseau, France
关键词
Digital human model; Dynamic simulation; Collaborative robot design; Sensitivity analysis; GLOBAL SENSITIVITY-ANALYSIS; DYNAMIC SIMULATIONS; EXPOSURE; MOTION; MODEL; INDEX; RISK;
D O I
10.1016/j.ergon.2016.11.011
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Collaborative robotics is a possible solution to the problem of musculoskeletal disorders (MSDs) in industry, but efficiently designing such robots remains an issue because ergonomic assessment tools are ill adapted to such devices. This paper presents a generic method for performing detailed ergonomic assessments of co-manipulation activities and its application to the optimal design of collaborative robots. Multiple ergonomic indicators are defined to estimate the different biomechanical demands which occur during manual activities. For any given activity, these indicators are measured through dynamic virtual human simulations, for varying human and robot features. Sensitivity indices are thereby computed to quantify the influence of each parameter of the robot and identify those which should mainly be modified to enhance the ergonomic performance. The sensitivity analysis also allows to extract the indicators which best summarize the overall ergonomic performance of the activity. An evolutionary algorithm is then used to optimize the influential parameters of the robot with respect to the most informative ergonomic indicators, in order to generate an efficient robot design. The whole method is applied to the optimization of a robot morphology for assisting a drilling activity. The performances of the resulting robots confirm the relevance of the proposed approach. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:88 / 102
页数:15
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