SORA Methodology for Multi-UAS Airframe Inspections in an Airport

Author:

Martinez CarolORCID,Sanchez-Cuevas Pedro J.ORCID,Gerasimou Simos,Bera Abhishek,Olivares-Mendez Miguel A.

Abstract

Deploying Unmanned Aircraft Systems (UAS) in safety- and business-critical operations requires demonstrating compliance with applicable regulations and a comprehensive understanding of the residual risk associated with the UAS operation. To support these activities and enable the safe deployment of UAS into civil airspace, the European Union Aviation Safety Agency (EASA) has established a UAS regulatory framework that mandates the execution of safety risk assessment for UAS operations in order to gain authorization to carry out certain types of operations. Driven by this framework, the Joint Authorities for Rulemaking on Unmanned Systems (JARUS) released the Specific Operation Risk Assessment (SORA) methodology that guides the systematic risk assessment for UAS operations. However, existing work on SORA and its applications focuses mainly on single UAS operations, offering limited support for assuring operations conducted with multiple UAS and with autonomous features. Therefore, the work presented in this paper analyzes the application of SORA for a Multi-UAS airframe inspection (AFI) operation, that involves deploying multiple UAS with autonomous features inside an airport. We present the decision-making process of each SORA step and its application to a multiple UAS scenario. The results shows that the procedures and safety features included in the Multi-AFI operation such as workspace segmentation, the independent multi-UAS AFI crew proposed, and the mitigation actions provide confidence that the operation can be conducted safely and can receive a positive evaluation from the competent authorities. We also present our key findings from the application of SORA and discuss how it can be extended to better support multi-UAS operations.

Publisher

MDPI AG

Subject

Artificial Intelligence,Computer Science Applications,Aerospace Engineering,Information Systems,Control and Systems Engineering

Reference35 articles.

1. Robotics 2020. Multi-Annual Roadmap for Robotics in Europe. Horizon 2020 Call ICT-2016https://www.eu-robotics.net/sparc/upload/about/files/H2020-Robotics-Multi-Annual-Roadmap-ICT-2016.pdf

2. Multi-UAV Coverage Path Planning for the Inspection of Large and Complex Structures

3. Multi-UAV collaborative monocular SLAM

4. AgriColMap: Aerial-Ground Collaborative 3D Mapping for Precision Farming

5. A UAV based system for real time flash flood monitoring in desert environments using Lagrangian microsensors

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