TY - JOUR
T1 - Towards the Determination of Safe Operating Envelopes for Autonomous UAS in Offshore Inspection Missions
AU - Page, Vincent
AU - Dadswell, Christopher
AU - Webster, Matt
AU - Jump, Mike
AU - Fisher, Michael
N1 - Funding Information:
Funding: This research was funded by the Engineering and Physical Sciences Research Council, grant number EP/R026173/1.
Funding Information:
Acknowledgments: The authors would like to acknowledge the support of the ORCA RAI hub and the Royal Academy of Engineering.
Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2021/7/28
Y1 - 2021/7/28
N2 - A drive to reduce costs, carbon emissions, and the number of required personnel in the offshore energy industry has led to proposals for the increased use of autonomous/robotic systems for many maintenance tasks. There are questions over how such missions can be shown to be safe. A corollary exists in the manned aviation world for helicopter–ship operations where a test pilot attempts to operate from a ship under a range of wind conditions and provides subjective feedback on the level of difficulty encountered. This defines the ship–helicopter operating limit envelope (SHOL). Due to the cost of creating a SHOL there has been considerable research activity to demonstrate that much of this process can be performed virtually. Unmanned vehicles, however, have no test pilot to provide feedback. This paper therefore explores the possibility of adapting manned simulation techniques to the unmanned world to demonstrate that a mission is safe. Through flight modelling and simulation techniques it is shown that operating envelopes can be created for an oil rig inspection task and that, by using variable performance specifications, these can be tailored to suit the level of acceptable risk. The operating envelopes produced provide condensed and intelli-gible information regarding the environmental conditions under which the UAS can perform the task.
AB - A drive to reduce costs, carbon emissions, and the number of required personnel in the offshore energy industry has led to proposals for the increased use of autonomous/robotic systems for many maintenance tasks. There are questions over how such missions can be shown to be safe. A corollary exists in the manned aviation world for helicopter–ship operations where a test pilot attempts to operate from a ship under a range of wind conditions and provides subjective feedback on the level of difficulty encountered. This defines the ship–helicopter operating limit envelope (SHOL). Due to the cost of creating a SHOL there has been considerable research activity to demonstrate that much of this process can be performed virtually. Unmanned vehicles, however, have no test pilot to provide feedback. This paper therefore explores the possibility of adapting manned simulation techniques to the unmanned world to demonstrate that a mission is safe. Through flight modelling and simulation techniques it is shown that operating envelopes can be created for an oil rig inspection task and that, by using variable performance specifications, these can be tailored to suit the level of acceptable risk. The operating envelopes produced provide condensed and intelli-gible information regarding the environmental conditions under which the UAS can perform the task.
KW - Aerial robots/UAV
KW - Autonomous systems
KW - Hazardous environments
KW - Inspection robots
KW - Modelling and simulation
KW - Navigation and exploration
KW - Oil and gas robots
KW - Validation and verification
U2 - 10.3390/robotics10030097
DO - 10.3390/robotics10030097
M3 - Article
SN - 2218-6581
VL - 10
JO - robotics
JF - robotics
IS - 3
M1 - 97
ER -