Framework for Offline Data-Driven Aircraft Fault Diagnosis

A Dahleni Kraemer, E Villani - Journal of Aerospace Information …, 2024 - arc.aiaa.org
This paper proposes a framework for aircraft fault diagnosis based on the offline analysis of
flight data. It overcomes the limitations of current data-driven approaches by combining …

Artificial immune system for comprehensive and integrated aircraft abnormal conditions management

MG Perhinschi, H Moncayo - Advances in Computational Intelligence …, 2018 - arc.aiaa.org
Failures, malfunctions, and damage affecting aircraft subsystems, as well as general
environmental and dynamic upset conditions, have been consistently identified as the …

Partitioned artificial immune system for detection and identification of autonomous flight vehicle abnormal conditions

RG McLaughlin, MG Perhinschi - International Journal of Intelligent …, 2020 - emerald.com
Purpose An artificial immune system (AIS) for the detection and identification of abnormal
operational conditions affecting an unmanned air vehicle (UAV) is developed using the …

A bio-inspired adaptive control compensation system for an aircraft outside bounds of nominal design

AE Perez, H Moncayo… - Journal of …, 2015 - asmedigitalcollection.asme.org
This paper presents a novel bio-inspired adaptive control technique that has been designed
to maintain the performance of an aircraft under upset conditions. The proposed control …

Aircraft FDI and human factors analysis of a take-off maneuvre using SIVOR flight simulator

AD Kraemer, E Villani, DH Arjoni - IFAC-PapersOnLine, 2019 - Elsevier
This paper presents a human factors analysis in aviation within the context of failure
detection and identification (FDI) using statistical data analysis and clustering. We used data …

Immunity-based accommodation of aircraft subsystem failures

A Togayev, M Perhinschi, H Moncayo… - Aircraft Engineering …, 2017 - emerald.com
Purpose This paper aims to describe the design, development and flight-simulation testing
of an artificial immune-system-based approach for accommodation of different aircraft sub …

Structured non-self approach for aircraft failure identification within a fault tolerance architecture

H Moncayo, I Moguel, MG Perhinschi… - The Aeronautical …, 2016 - cambridge.org
Within an immunity-based architecture for aircraft fault detection, identification and
evaluation, a structured, non-self approach has been designed and implemented to classify …

Implementation of an artificial immune system to mitigate cybersecurity threats in unmanned aerial systems

M Shivers, C Llanes, M Sherman - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
This project aims to use an artificial immune system to detect cyber-attacks on the dynamics
of a minidrone. Using linear transfer functions, a zero-dynamics attack was designed to be …

[图书][B] Immunity-Based Framework for Autonomous Flight in GPS-Challenged Environment

M Al Nuaimi - 2019 - search.proquest.com
In this research, the artificial immune system (AIS) paradigm is used for the development of a
conceptual framework for autonomous flight when vehicle position and velocity are not …

Development of Robust Control Laws for Disturbance Rejection in Rotorcraft UAVs

J Verberne - 2019 - commons.erau.edu
Inherent stability inside the flight envelope must be guaranteed in order to safely introduce
private and commercial UAV systems into the national airspace. The rejection of unknown …