A new integrated hybrid technique for risk assessment in human-robot collaboration.

IF 3.7 Q2 ROBOTICS
Frontiers in Robotics and AI Pub Date : 2026-09-09 eCollection Date: 2026-01-01 DOI:10.3389/frobt.2026.1916227
Kristyna Hamrikova, Daniel Hartmann, Ales Vysocky, Vendula Laciok, Radim Hercik, Ales Bernatik
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引用次数: 0

Abstract

Human-robot collaboration offers new opportunities to increase productivity, flexibility and ergonomics in work processes, however, it also introduces specific risks associated with a shared workspace between humans and robots, for which traditional risk assessment techniques may not be sufficiently effective. This article summarizes selected risk assessment techniques designed for the field of Human-Robot Collaboration (HRC) and evaluates their strengths and weaknesses with respect to their applicability in a collaborative environment. Based on the identified limitations, a new hybrid technique is presented that combines Hierarchical Task Analysis (HTA), Hazard and Operability Study (HAZOP), Process Failure Mode and Effects Analysis (HRC-PFMEA) and Risk matrix. The proposed approach integrates qualitative and quantitative risk assessments, enables risk identification at an early stage of system design, and increases the transparency of work processes. The applicability and logical workflow of the proposed method are demonstrated using a simulation scenario of an assisted assembly workstation created in a digital environment.

一种新的人机协作风险评估集成混合技术。
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来源期刊
CiteScore
6.50
自引率
5.90%
发文量
355
审稿时长
14 weeks
期刊介绍: Frontiers in Robotics and AI publishes rigorously peer-reviewed research covering all theory and applications of robotics, technology, and artificial intelligence, from biomedical to space robotics.
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