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Research Article

Towards a systems framework for the assurance of maritime autonomous systems

, &
Pages 89-108 | Received 17 Feb 2023, Accepted 06 Jul 2023, Published online: 12 Aug 2023

References

  • Aniculaesei, A., J. Grieser, A. Rausch, K. Rehfeldt, and T. Warnecke. 2018. “Towards a Holistic Software Systems Engineering Approach for Dependable Autonomous Systems.“ ACM/IEEE 1st International Workshop on Software Engineering for AI in Autonomous Systems, Gothenburg, Sweden, 28 May 2018. ACM.
  • ASTARI. 10 Steps to an Effective Assurance Framework. [Web Page] 2019 [cited 2023 25-05-2023]; Available from: https://astari.org.uk/blog/10-top-tips-to-an-effective-assurance-framework#:~:text=What%20is%20an%20Assurance%20Framework,internal%20and%20independent%20external%20sources.
  • AusIndustry. 2021. Using Technology for a Streamlined Path to Marine Autonomous Systems Assurance, edited by S. Department of Industry, Energy and Resources. business.gov.au. https://business.gov.au/-/media/grants-and-programs/brii/regtech/brii-regulatory-technology-factsheet-marine-autonomous-systems-pdf.ashx?sc_lang=en&hash=35B354963C5162452269B95103764BEC.
  • Authority, A.M.S. You Have a Domestic Commercial Vessel - What You Need to Do to Operate It. 2023 24/08/2022 [cited 2023 18/01/2023]; Available from: https://www.amsa.gov.au/vessels-operators/domestic-commercial-vessels/you-have-domestic-commercial-vessel-what-you-need-do_.
  • Authority, A.M.S. You Have a Domestic Commercial Vessel - What You Need to Do to Operate It. [Web Page] 2022 24-08-2022 [cited 2023 25-05-2023]; Available from: https://www.amsa.gov.au/vessels-operators/domestic-commercial-vessels/you-have-domestic-commercial-vessel-what-you-need-do.
  • Authority, A.M.S. General Safety Duties for Domestic Commercial Vessels. 2021 04-01-2021 [cited 2023 25-05-2023]; Available from: https://www.amsa.gov.au/vessels-operators/domestic-commercial-vessels/general-safety-duties-domestic-commercial-vessels.
  • Authority, A.M.S. Domestic Certificates of Competency (COCs). 2023 [cited 2023 25-03-2023]; Available from: https://www.amsa.gov.au/qualifications-training/domestic-certificates-competency-cocs#collapseArea173.
  • Authority, F. A. 2021. Flight Simulation Training Device Qualification Guidance - Advisory Circulars. Washington, DC: United States Department of Transportation, Federal Aviation Adminstration.
  • Bellingham, J. G. 2009. “Platforms: Autonomous Underwater Vehicles.” In Encyclopedia of Ocean Sciences, Second Edition) edited by, J.H. Steele, 473–484. Oxford: Academic Press. https://doi.org/10.1016/B978-012374473-9.00730-X.
  • Bhalla, J. 2018. “Tailoring Systems Engineering for Modelling & Simulation.” In Systems Engineering Test and Evaluation Conferance 2018: Unlocking the Future Through Systems Engineering: SETE, Melbourne, Australia, 27–42. Engineers Australia.
  • Bhalla, J. 2020. “Putting the “Systemic” (Back) into the “Engineering of Systems”.” INCOSE International Symposium 30 (1): 373–390. https://doi.org/10.1002/j.2334-5837.2020.00728.x.
  • Bhalla, J., S. C. Cook, and D. J. Harvey. 2023. “A Conceptual Framework for the SE of AI-Intensive Systems (SE4AI) - Considering Data Through the Life-Cycle.” In INCOSE International Symposium 2023. Honolulu, HI, USA: INCOSE.
  • Brandsæter, A., and K. E. Knutsen. 2018. Towards a Framework for Assurance of Autonomous Navigation Systems in the Maritime Industry, 449–457. CRC Press. https://doi.org/10.1201/9781351174664-56.
  • CASA (, C.A.S.A.). 2001. Operational Standards and Requirements—Approved Flight Simulators (FSD-1), edited by A.C.A.S. Authority. CASA
  • (CASA), C.A.S.A. 2021. Annual Report 2020-21, edited by C.A.S.A. (CASA). Aviation House, 16 Furzer Street, Phillip, ACT 2606, Australia: Civil Aviation Safety Authority
  • Clausewitz, G.C.v. 1874. On War. In Project Gutenberg EBook on War, Keller, C. and D. Widger, edited by Vol. II, 796. gutenberg.org: PROJECT GUTENBERG EBOOK.
  • Cluzeau, J., X. Henriquel, G. Rebender, G. Soudain, L. van Dijk, A. Gronskiy, D. Haber, C. Perret-Gentil, and R. Polak. 2020. Concepts of Design Assurance for Neural Networks (CoDann). Cologne, Germany: European Union Aviation Safety Authority (EASA), and- Daedalean AG.
  • Crnkovic, G. D. 2010. Constructive Research and Info-Computational Knowledge Generation, In Model-Based Reasoning in Science and Technology: Abduction, Logic, and Computational Discovery, edited by L. Magnani, W. Carnielli, and C. Pizzi, 359–380. Berlin: Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-15223-8_20.
  • Defence, A.G.-D.o. Live, Virtual and Constructive Simulation, and Synthetic Environments. 2018 [cited 2023 01-06-23]; Fact Sheet]. Available from: https://www.dst.defence.gov.au/publication/live-virtual-and-constructive-simulation-and-synthetic-environments.
  • Defense, U.D.o. 2011. Modeling and Simulation (M&S) Glossary. 1901 N. Beauregard St., Suite 500 Alexandria, VA 22311: Office of the Under Secratary of Defense.
  • De Villiers, M. R. 2012. “Models for Interpretive Information Systems Research, Part 2: Design Research, Development Research, Design-Science Research, and Design-Based Research–A Meta-Study and Examples.” In Research Methodologies, Innovations and Philosophies in Software Systems Engineering and Information Systems, 238–255. IGI Global. https://doi.org/10.4018/978-1-4666-0179-6.ch012.
  • Dipper, F. 2022. “Chapter 7 - Benthic Living: Sublittoral and Deep Seabed.” In Elements of Marine Ecology, edited by F. Dipper, 319–388. 5th ed. Butterworth-Heinemann.
  • EASA. 2020. Certification Specifications for Aeroplane Flight Simulation Training Devices. EASA.
  • Erdemir, A., L. Mulugeta, J. P. Ku, A. Drach, M. Horner, T. M. Morrison, Grace C. Y Peng, et al. 2020. “Credible Practice of Modeling and Simulation in Healthcare: ten Rules from a Multidisciplinary Perspective.” Journal of Translational Medicine 18 (1): 1–18. https://doi.org/10.1186/s12967-020-02540-4.
  • Ferris, T. L. J., S. C. Cook, and E. C. Honour. 2005. “Towards a Structure for Systems Engineering Research.” In International Symposium 2005. edited by INCOSE, 817–832. Rochester, NY, USA: Wiley.
  • Giray, G. 2021. “A Software Engineering Perspective on Engineering Machine Learning Systems: State of the Art and Challenges.” Journal of Systems and Software 180:111031. https://doi.org/10.1016/j.jss.2021.111031.
  • Global, F. and CAE, Civil Simulator Census 2021. 2021.
  • Government, A. 2012. “Marine Safety (Domestic Commercial Vessel) National Law Act 2012.” In Act No. 121 of 2012, edited by Australian Maritime Safety Authority, 82 Northbourne Avenue Braddon ACT 2612 Australia: Australian Government. https://www.legislation.gov.au/series/C2012A00121.
  • Government, A. 2018. “Marine Order 504 (Certificate of Operation and Operation Requirements - National Law) 2018.” In Marine Order 504, edited by A. Government. Austalian Government: Federal Register of Legislation.
  • Hayes, M. and R. G. Langlois, Atlas: A Novel Kinematic Architecture for Six DOF Motion Platforms. Transactions- Canadian Society for Mechanical Engineering, 2005. 29.
  • INCOSE. Systems Engineering. 2023 [cited 2023 25-05-2023]; Definition of Systems Engineering]. Available from: https://www.incose.org/about-systems-engineering/system-and-se-definition/systems-engineering-definition.
  • INCOSE, I.S.C., Stevens Institute of Technology Guide to the Systems Engineering Body of Knowledge (SEBoK). 2022.
  • ISO. 2015. Quality Management Systems - Fundementals and Vocabulary. Geneva, Switzerland: International Standards Organisation (ISO).
  • ISO. 2019. ISO/IEC/IEEE 15026-1:2019(E): ISO/IEC/IEEE International Standard - Systems and Software Engineering–Systems and Software Assurance –Part 1:Concepts and Vocabulary. ISO and IEEE.
  • Jordan, M. I. 2019. “Artificial Intelligence—The Revolution Hasn’t Happened Yet.” Harvard Data Science Review, 1 (1): 1–9. https://doi.org/10.1162/99608f92.f06c6e61.
  • Kasanen, E., K. Lukka, and A. Siitonen. 1993. “The Constructive Approach in Management Accounting Research.” Journal of Management Accounting Research 5 (1): 243–264.
  • Motola, I., L. A. Devine, H. S. Chung, J. E. Sullivan, and S. B. Issenberg. 2013. “Simulation in Healthcare Education: A Best Evidence Practical Guide. AMEE Guide No. 82.” Medical Teacher 35 (10): e1511–e1530. https://doi.org/10.3109/0142159X.2013.818632.
  • NASA. NASA Science - Mars Exploration. 2023 [cited 2023 25005-2023]; Available from: https://mars.nasa.gov/.
  • Noonan, M.I.V.A.A.N. 2021. RAS-AI Strategy 2040, edited by Navy. Royal Australin Navy: Australian Navy. https://www.navy.gov.au/media-room/publications/ras-ai-strategy-2040.
  • Oyegoke, A. 2011. “The Constructive Research Approach in Project Management Research.” International Journal of Managing Projects in Business 4 (4): 573–595. https://doi.org/10.1108/17538371111164029.
  • Page, R. 2000. “Brief History of Flight Simulation.“ In SimTecT 2000, edited by Simulation Industry Association of Austalia Ltd., 11–17. Sydney, NSW, Australia: Organising Committee.
  • Piirainen, K. A., and R. A. Gonzalez. 2013. Seeking Constructive Synergy: Design Science and the Constructive Research Approach, 59–72. Berlin Heidelberg, Helsinki, Finland: Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-38827-9_5.
  • SEBoK, N., System Assurance (Glossary) from NATO AEP-67, in NATO - AEP-67 - Engineering for System Assurance in NATO Programs. 2010: https://www.sebokwiki.org/w/index.php?title=System_Assurance_glossary&action=mpdf.
  • Shoal Group, F. J., J. Bhalla, C. Deeb, and J. Vanderlinden. 2022. Feasability Study in ASSURED-M. Adelaide, SA, Australia: Shoal Group.
  • TASDCRC, Australian Code of Practice for Autonomous and Remotely Operated Vessels, D.C.R. Centre, Editor. 2022 : https://tasdcrc.com.au/wp-content/uploads/2022/04/Australian-Code-of-Practice-for-Autonomous-and-Remotely-Operated-Vessels-PRINT-READY.pdf.
  • Team, t.Y. Otto Lilienthal, the Glider King. 2020 [cited 2023 25-05-2023]; Available from: http://scihi.org/otto-lilienthal-glider-king/.
  • Treasury, H. 2012. Assurance Frameworks, edited by H. Treasury, 24. The National Archives, Kew, London TW9 4DU: hm-treasury.gov.uk
  • Trembanis, A., M. Lundine, and K. McPherran. 2021. “Coastal Mapping and Monitoring.” In Encyclopedia of Geology, Second Edition) edited by, D. Alderton and S.A. Elias, 251–266. Oxford: Academic Press. https://doi.org/10.1016/B978-0-12-409548-9.12466-2.

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