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 …

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 …

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 …

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 …

Immunity-Based Sensor and Actuator Abnormal Condition Identification on a UAV Using a Partitioned Immune System

R McLaughlin, M Perhinschi - AIAA Scitech 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-1660. vid An alternative approach
to the identification step of the health monitoring process has been applied for the use of a …

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 …

Abnormal Condition Identification Using Antigen Presenting Cell Approach for a Partitioned Immune System

R McLaughlin, M Perhinschi - AIAA SCITECH 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-1659. vid In this paper, a novel
approach to the identification phase of the artificial immune system paradigm is proposed …

Framework for Abnormal Condition Evaluation Using a Partitioned Immune System

R McLaughlin, M Perhinschi - AIAA SCITECH 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-1661. vid An alternative clustering
approach, the partition of the universe approach, has been implemented for use in the …