A digital twin framework for aircraft hydraulic systems failure detection using machine learning techniques

F Kosova, HO Unver - Proceedings of the Institution of …, 2023 - journals.sagepub.com
Since the last decade, aircraft systems, such as flight control and landing gear, have been
requiring increasing power, and consequently, the complexity of hydraulic aircraft systems …

FDIA System for Sensors of the Aero‐Engine Control System Based on the Immune Fusion Kalman Filter

L Gou, R Sun, X Han - Mathematical Problems in Engineering, 2021 - Wiley Online Library
The Kalman filter plays an important role in the field of aero‐engine control system fault
diagnosis. However, the design of the Kalman filter bank is complex, the structure is fixed …

Artificial-immune-system-based aircraft failure evaluation over extended flight envelope

H Moncayo, MG Perhinschi, J Davis - Journal of guidance, control, and …, 2011 - arc.aiaa.org
IN RECENT years, several technologies have been developed to improve postfailure flight
safety [1–3]. Most of the research toward this end includes high-performance real-time fault …

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 …

[PDF][PDF] Simulation environment for UAV fault tolerant autonomous control laws development

MG Perhinschi, B Wilburn, J Wilburn… - Journal of Modeling …, 2013 - researchgate.net
This paper presents a Matlab/Simulink simulation environment developed at West Virginia
University to facilitate the design, testing, and analysis of fault-tolerant control laws for …

Integrated immunity-based framework for aircraft abnormal conditions management

MG Perhinschi, H Moncayo, D Al Azzawi - Journal of Aircraft, 2014 - arc.aiaa.org
This paper presents the development of a biologically inspired generalized conceptual
framework for the detection, identification, evaluation, and accommodation of aircraft …

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 …

Fault diagnosis in air data sensors for receiver aircraft in aerial refueling

HE Sevil, A Dogan - Journal of Guidance, Control, and Dynamics, 2015 - arc.aiaa.org
Multiple air-data sensors placed on different positions on an aircraft are usually expected to
provide identical measurements. This is because aircraft are assumed to fly in no-wind or …

Fault detection and identification—a filter investigation

R Khan, P Williams, P Riseborough… - … Journal of Robust …, 2018 - Wiley Online Library
This paper develops a new active fault‐tolerant control system based on the concept of
analytical redundancy. The novel design presented here consists of an observation filter …

Comparison of immunity-based schemes for aircraft failure detection and identification

D Al Azzawi, H Moncayo, MG Perhinschi… - … Applications of Artificial …, 2016 - Elsevier
In this paper, two approaches are proposed and compared for the detection and
identification of aircraft subsystem failures based on the artificial immune system paradigm …