UAS Operators Safety and Reliability Survey: Emerging Technologies towards the Certification of Autonomous UAS

被引:0
|
作者
Osborne, Matthew [1 ]
Lantair, Jennifer [1 ]
Shafiq, Zain [1 ]
Zhao, Xingyu [1 ]
Robu, Valentin [1 ]
Flynn, David [1 ]
Perry, John [2 ]
机构
[1] Heriot Watt Univ, Sch Engn & Phys Sci, Smart Syst Grp, Edinburgh, Midlothian, Scotland
[2] Texo Grp, Texo iHub, Aberdeen, Scotland
基金
英国工程与自然科学研究理事会;
关键词
autonomous systems; drones; health manage ment; prognostics; reliability; safety; unmanned aerial system; VERIFICATION; CONFIDENCE;
D O I
10.1109/icsrs48664.2019.8987692
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper details the results of a survey on safety and reliability of commercial Unmanned Aerial Systems (UAS), issued to 1500 companies in the UK, with a 10% response rate. The results of this study concur with previous studies that commercial UAS have a failure rate of 1/10(3) flight hours. Furthermore, we found a reported 49% of companies believe a critical failure will occur within every 500 hours of flight. We investigate the responses concerning UAS subsystems; the experience of onboard intelligent systems, current practices around the frequency of maintenance and servicing of subsystems, and subsystems identified in order of the highest likelihood of failure. Informed by the results of this survey and a state of the art literature review we identify emerging technologies and methods as candidate solutions to the respondents reported challenges, such as; Integrated Vehicle Health Management (IVHM), Formal Methods, Simulations and Fault Tolerant Control (FTC). The integration of these techniques, in a systematic framework with a supporting automatic tool-chain, is identified as a candidate solution to reliability and certification challenges in UAS.
引用
收藏
页码:203 / 212
页数:10
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    Valeria Mariano
    Fulvia Quagliotti
    Alessandro Scola
    [J]. Journal of Intelligent & Robotic Systems, 2011, 61 : 399 - 421
  • [2] A Survey of Airworthiness and Certification for UAS
    Guglieri, Giorgio
    Mariano, Valeria
    Quagliotti, Fulvia
    Scola, Alessandro
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2011, 61 (1-4) : 399 - 421
  • [3] CREATEFORUAS: Developing Innovative Technologies for Autonomous UAS
    Fasano, Giancarmine
    Causa, Flavia
    Opromolla, Roberto
    Capello, Elisa
    Carminati, Davide
    Mancini, Adriano
    Galdelli, Alessandro
    [J]. 2020 IEEE 7TH INTERNATIONAL WORKSHOP ON METROLOGY FOR AEROSPACE (METROAEROSPACE), 2020, : 325 - 330
  • [4] Towards Robust Certification of Computer-Vision-Based Detect and Avoid in UAS
    Sridhar, Rahul
    Murphy, Michael
    Lamprecht, Andreas
    [J]. 2020 AIAA/IEEE 39TH DIGITAL AVIONICS SYSTEMS CONFERENCE (DASC) PROCEEDINGS, 2020,
  • [5] A Survey of UAS Technologies for Command, Control, and Communication (C3)
    Stansbury, Richard S.
    Vyas, Manan A.
    Wilson, Timothy A.
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2009, 54 (1-3) : 61 - 78
  • [6] A Survey of UAS Technologies for Command, Control, and Communication (C3)
    Richard S. Stansbury
    Manan A. Vyas
    Timothy A. Wilson
    [J]. Journal of Intelligent and Robotic Systems, 2009, 54 : 61 - 78
  • [7] Towards the Determination of Safe Operating Envelopes for Autonomous UAS in Offshore Inspection Missions
    Page, Vincent
    Dadswell, Christopher
    Webster, Matt
    Jump, Mike
    Fisher, Michael
    [J]. ROBOTICS, 2021, 10 (03)
  • [8] Towards a Weather Analysis Software Framework to Improve UAS Operational Safety
    Lundby, Tobias
    Christiansen, Martin Peter
    Jensen, Kjeld
    [J]. 2019 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS' 19), 2019, : 1372 - 1380
  • [9] An Investigative Study Into An Autonomous UAS Traffic Management System For Congested Airspace Safety
    Watkins, Lanier
    Sarfaraz, Nick
    Zanlongo, Sebastian
    Silbermann, Joshua
    Young, Tyler
    Sleight, Randall
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2021,
  • [10] A Technology Survey and Regulatory Gap Analysis of UAS Technologies for C3
    Stansbury, Richard S.
    Vyas, Manan A.
    Wilson, Timothy A.
    [J]. 2009 IEEE AEROSPACE CONFERENCE, VOLS 1-7, 2009, : 2993 - 3007