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 …

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 …

Immunity-based sensor and actuator abnormal condition evaluation on a UAV using the partition of the universe approach

R McLaughlin, M Perhinschi - AIAA SCITECH 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-1662. vid A general framework
established for the evaluation of abnormal conditions is applied to generating an artificial …

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 …

A dendritic cell mechanism for detection, identification, and evaluation of aircraft failures

D Al Azzawi, MG Perhinschi, H Moncayo… - Control Engineering …, 2015 - Elsevier
Successful fault-tolerant control strategies often require vital tools that can accurately detect
the failure, identify its root cause, and evaluate its nature and severity. Most of the existing …

Immunity-based flight envelope prediction at post-failure conditions

MG Perhinschi, D Al Azzawi, H Moncayo… - Aerospace Science and …, 2015 - Elsevier
This paper presents the development of a biologically-inspired methodology for flight
envelope prediction at post failure conditions. The flight envelope is understood in its most …