4.6 Article

Safe and secure platooning of Automated Guided Vehicles in Industry 4.0

Journal

JOURNAL OF SYSTEMS ARCHITECTURE
Volume 121, Issue -, Pages -

Publisher

ELSEVIER
DOI: 10.1016/j.sysarc.2021.102309

Keywords

AGVs; Safety; Security; Assurance cases; Platooning; Dynamic risk management; Industry 4; 0

Funding

  1. ESCAPE (Efficient and effective functional safety for com-plex autonomous production systems) project
  2. FiC (Future factories in the Cloud) project
  3. ECSEL Joint Undertaking (JU) [8760384]
  4. European Union
  5. SSF (Swedish Foundation for Strategic Research)
  6. InSecTT (Intelligent Secure Trustable Things) project
  7. PiiA (Process industrial IT and Automation) program through Vinnova

Ask authors/readers for more resources

Automated Guided Vehicles (AGVs) are widely used for materials transportation and platooning them in a production environment transformed to Industry 4.0 has potential for safety and efficiency improvements. This paper presents a fault- and threat-tolerant platooning approach, including collision avoidance, data processing and safety analysis techniques like HAZOP and THROP. Simulation-based digital twin is leveraged for validation and continuous monitoring of platoon operations in a quarry site.
Automated Guided Vehicles (AGVs) are widely used for materials transportation. Operating them in a platooned manner has the potential to improve safety, security and efficiency, control overall traffic flow and reduce resource usage. However, the published studies on platooning focus mainly on the design of technical solutions in the context of automotive domain. In this paper we focus on a largely unexplored theme of platooning in production sites transformed to the Industry 4.0, with the aim of providing safety and security assurances. We present an overall approach for a fault- and threat tolerant platooning for materials transportation in production environments. Our functional use cases include the platoon control for collision avoidance, data acquisition and processing by considering range, and connectivity with fog and cloud levels. To perform the safety and security analyses, the Hazard and Operability (HAZOP) and Threat and Operability (THROP) techniques are used. Based on the results obtained from them, the safety and security requirements are derived for the identification and prevention/mitigation of potential platooning hazards, threats and vulnerabilities. The assurance cases are constructed to show the acceptable safety and security of materials transportation using AGV platooning. We leveraged a simulation-based digital twin for performing the verification and validation as well as finetuning of the platooning strategy. Simulation data is gathered from digital twin to monitor platoon operations, identify unexpected or incorrect behaviour, evaluate the potential implications, trigger control actions to resolve them, and continuously update assurance cases. The applicability of the AGV platooning is demonstrated in the context of a quarry site.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available