Definition of detection and reaction boundaries for autonomous marine vessels

dc.contributor.authorMayo, Jordan D.
dc.date.issued2022-02
dc.description.abstractDefinition of Detection and Reaction Boundaries for Autonomous Marine Vessels investigates the possibility of using a time-based self-separation method for safely navigating a controlled vessel with oncoming vessels and obstacles, which may or may not adhere to the appropriate guidelines for encounter navigation with another vessel. The simulation uses a validated model of a test vessel in order to accurately describe vessel dynamics when operating at a given desired speed, with an identical oncoming vessel. The simulation is used to calculate the last possible time before a collision would occur that the controlled vessel must begin manoeuvring in order to maintain a desired amount of separation with the intruder, regardless of whether the vessel is navigating properly or not. The algorithm was also tested in varying environmental conditions through a Monte Carlo simulation in order to confirm the results in non-calm water situations. All results presented are with both the controlled vessel and intruding vessel travelling at 10 knots with a fixed maximum turn rate. There is a desired separation boundary of twice the length of the vessel from the centre point of the vessel, in all directions. The effects of changing the speed and size of the separation boundary were analyzed, and it was found that increasing the size of the separation boundary results in the vessel requiring more time to manoeuvre, while increasing the speed decreases the time required. Each of these relations between the time required to safely manoeuvre and the changing parameters are approximately linear. From the simulations, it was determined that the test vessel in a head-on encounter scenario must begin manoeuvring approximately 3 minutes with a non-compliant intruder and slightly more than 2 minutes for a compliant intruder. For a crossing scenario, the controlled vessel must begin to manoeuvre at least approximately 8 minutes prior to the closest point of approach for the intruder in order to maintain the desired separation. Lastly, for an overtaking scenario, with the intruder travelling at 80% of the speed of the controlled vessel, the controlled vessel must begin to manoeuvre once again, approximately 8 minutes prior to the closest point of approach. Note that in certain environmental conditions, more time may be required to manoeuvre effectively.
dc.description.noteIncludes bibliographical references (pages 68-70).
dc.format.extentxiv, 70 pages : color illustrations
dc.format.mediumText
dc.identifier.doihttps://doi.org/10.48336/VEYH-ZE27
dc.identifier.urihttps://hdl.handle.net/20.500.14783/9847
dc.language.isoen
dc.publisherMemorial University of Newfoundland
dc.rights.licenseThe author retains copyright ownership and moral rights in this thesis. Neither the thesis nor substantial extracts from it may be printed or otherwise reproduced without the author's permission.
dc.subjectcontrol engineering
dc.subjectautonomous navigation
dc.subjectmarine surface vessels
dc.subject.lcshAutomatic control
dc.subject.lcshShips
dc.subject.lcshNavigation
dc.subject.lcshMonte Carlo method
dc.subject.lcshAutomated vehicles
dc.subject.lcshTraffic monitoring.
dc.titleDefinition of detection and reaction boundaries for autonomous marine vessels
dc.typeMaster thesis
mem.campusSt. John's Campus
mem.convocationDate2022-02
mem.departmentElectrical and Computer Engineering
mem.divisionsFacEngineering
mem.facultyFaculty of Engineering and Applied Science
mem.fullTextStatuspublic
mem.institutionMemorial University of Newfoundland
mem.isPublishedunpub
mem.thesisAuthorizedNameMayo, Jordan D.
thesis.degree.disciplineElectrical and Computer Engineering
thesis.degree.grantorMemorial University of Newfoundland
thesis.degree.levelmasters
thesis.degree.nameM. Eng.

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