Advancing Safe Robot Behavior by Formalizing STPA with Tumato

As autonomous robotic systems gain popularity, ensuring their safety and reliability becomes increasingly important. Inadequate attention to safety can lead to severe consequences, especially when operating alongside human agents or in other safety-critical applications. The growing complexity of these systems and their tasks amplifies the challenge of managing safe behavior. Systems Theoretic Process Analysis (STPA) offers a promising approach to system safety. However, current applications of STPA are often manual and lack the necessary formality and automation for rigorous safety. This informality results in inherent ambiguities and fails to guarantee consistency, soundness, and completeness. In this paper, we explore how Tumato 2.0, a constraint-based behavior planning approach, can formalize and automate a substantial part of the STPA process, providing an integrated safety workflow. By linking Tumato's automated approach with STPA's holistic view on safety, we obtain a formalized integration of these methods. We demonstrate this integrated approach through a case study featuring an autonomous mobile robot, showcasing the potential to enhance the safety of autonomous robotic systems.

Authors

Institutions

Publication Details

Published
2024-11-20
DOI
https://doi.org/10.1109/icsrs63046.2024.10927587
Citations
2
Primary Topic
Modular Robots and Swarm Intelligence
Type
article
Field-Weighted Citation Impact
0.43

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Advancing Safe Robot Behavior by Formalizing STPA with Tumato

Tom Holvoet, Jan Vermaelen
2 citations
Modular Robots and Swarm Intelligence
0.43
article

Advancing Safe Robot Behavior by Formalizing STPA with Tumato

Tom Holvoet, Jan Vermaelen
article en
2 citations

Abstract

As autonomous robotic systems gain popularity, ensuring their safety and reliability becomes increasingly important. Inadequate attention to safety can lead to severe consequences, especially when operating alongside human agents or in other safety-critical applications. The growing complexity of these systems and their tasks amplifies the challenge of managing safe behavior. Systems Theoretic Process Analysis (STPA) offers a promising approach to system safety. However, current applications of STPA are often manual and lack the necessary formality and automation for rigorous safety. This informality results in inherent ambiguities and fails to guarantee consistency, soundness, and completeness. In this paper, we explore how Tumato 2.0, a constraint-based behavior planning approach, can formalize and automate a substantial part of the STPA process, providing an integrated safety workflow. By linking Tumato's automated approach with STPA's holistic view on safety, we obtain a formalized integration of these methods. We demonstrate this integrated approach through a case study featuring an autonomous mobile robot, showcasing the potential to enhance the safety of autonomous robotic systems.

KU Leuven (BE)
KU Leuven
Reduced inequalities
Openalex Percentile: Top 40%
Modular Robots and Swarm Intelligence
0.43
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.