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An innovative approach to welding robot operator reliability analysis using extended TESEO and HEART methods
Michał Pałęga1, Mariusz Salwin2, Tomasz M Chmielewski3
1Department of Production Management, Czestochowa University of Technology, Armii Krajowej 19, 42-200, Czestochowa, Poland.
Scientific Reports
|November 7, 2025
Summary
This study identifies occupational hazards in robotic welding, enhancing safety by assessing human reliability. New methods improve risk evaluation for human-robot interactions in advanced manufacturing.
Area of Science:
- Industrial Engineering
- Occupational Safety and Health
- Robotics
Background:
- Robotic welding systems offer improved weld quality and precision.
- Traditional occupational hazard assessments may not fully capture risks associated with advanced robotic systems.
- Human factors significantly influence the safety and effectiveness of human-robot collaboration.
Purpose of the Study:
- To comprehensively identify and assess occupational hazards in robotic welding operations.
- To evaluate employee reliability and the probability of errors in human-robot interactions.
- To enhance existing Human Reliability Analysis (HRA) methods by incorporating crucial human-centric factors.
Main Methods:
- Risk assessment using the RISK SCORE method.
- Human Reliability Analysis (HRA) including TESEO and HEART approaches.
- Expansion of HRA to include human-machine interface (HMI), cognitive load, documentation quality, and task ambiguity.
Main Results:
- Identification of typical and robotic-specific occupational hazards.
- Quantification of employee reliability and error probability.
- Demonstration of the impact of HMI, cognitive load, and task clarity on safety.
Conclusions:
- Robotic welding introduces unique occupational hazards requiring specific assessment.
- Integrating human factors into HRA provides a more accurate safety evaluation.
- Improved HRA methodologies are essential for safe and effective human-robot collaboration in welding.

