Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures

This paper is devoted to investigating the collision severity of generalized UAVs impacting aircraft engines. The peak impact force and fracture of the CFM56 engine blades were evaluated using FEM and Explicit Dynamics simulations on ABAQUS. In this study, Multiple Linear Regression (MLR) analysis w...

Full description

Saved in:
Bibliographic Details
Main Author: Kumar, Sivakumar Anush
Other Authors: Low Kin Huat
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/150868
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-150868
record_format dspace
spelling sg-ntu-dr.10356-1508682021-06-09T09:07:40Z Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures Kumar, Sivakumar Anush Low Kin Huat School of Mechanical and Aerospace Engineering Air Traffic Management Research Institute MKHLOW@ntu.edu.sg Engineering::Aeronautical engineering::Accidents and air safety Engineering::Mechanical engineering::Mechanics and dynamics This paper is devoted to investigating the collision severity of generalized UAVs impacting aircraft engines. The peak impact force and fracture of the CFM56 engine blades were evaluated using FEM and Explicit Dynamics simulations on ABAQUS. In this study, Multiple Linear Regression (MLR) analysis was performed to obtain appropriate dimensions for the modelling of quadcopter UAVs. Maximum Take-off Mass (MTOM) values of 0.5kg, 1kg, 2kg were assigned based on dimensional analyses from 39 commercial UAVs. For the simulation, parametric variations in MTOM, aircraft speed of UAV, and rotational speed of engine fan blades were adopted. Results indicated that contact forces to the blades due to collision were more severe with UAV MTOM of 1 kg and above. This was prominent in the most severe case, with the UAV camera having a head-on collision with a fan blade. However, it was notable that simulations were case-dependent as the UAV trajectory and point of collision varies for each scenario. Further studies are required to consider the influence of various UAV trajectories and component level sizing on the engine collision severity. Bachelor of Engineering (Mechanical Engineering) 2021-06-09T09:07:40Z 2021-06-09T09:07:40Z 2021 Final Year Project (FYP) Kumar, S. A. (2021). Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/150868 https://hdl.handle.net/10356/150868 en application/pdf application/vnd.ms-excel Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Aeronautical engineering::Accidents and air safety
Engineering::Mechanical engineering::Mechanics and dynamics
spellingShingle Engineering::Aeronautical engineering::Accidents and air safety
Engineering::Mechanical engineering::Mechanics and dynamics
Kumar, Sivakumar Anush
Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures
description This paper is devoted to investigating the collision severity of generalized UAVs impacting aircraft engines. The peak impact force and fracture of the CFM56 engine blades were evaluated using FEM and Explicit Dynamics simulations on ABAQUS. In this study, Multiple Linear Regression (MLR) analysis was performed to obtain appropriate dimensions for the modelling of quadcopter UAVs. Maximum Take-off Mass (MTOM) values of 0.5kg, 1kg, 2kg were assigned based on dimensional analyses from 39 commercial UAVs. For the simulation, parametric variations in MTOM, aircraft speed of UAV, and rotational speed of engine fan blades were adopted. Results indicated that contact forces to the blades due to collision were more severe with UAV MTOM of 1 kg and above. This was prominent in the most severe case, with the UAV camera having a head-on collision with a fan blade. However, it was notable that simulations were case-dependent as the UAV trajectory and point of collision varies for each scenario. Further studies are required to consider the influence of various UAV trajectories and component level sizing on the engine collision severity.
author2 Low Kin Huat
author_facet Low Kin Huat
Kumar, Sivakumar Anush
format Final Year Project
author Kumar, Sivakumar Anush
author_sort Kumar, Sivakumar Anush
title Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures
title_short Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures
title_full Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures
title_fullStr Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures
title_full_unstemmed Collision severity evaluation of unmanned aerial vehicles (UAVs) impacting on aircraft structures
title_sort collision severity evaluation of unmanned aerial vehicles (uavs) impacting on aircraft structures
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/150868
_version_ 1702431217065918464