Applications of artificial immune systems to computer security: A survey

DAB Fernandes, MM Freire, PAP Fazendeiro… - Journal of Information …, 2017 - Elsevier
For the last two decades, artificial immune systems have been studied in various fields of
knowledge. They were shown to be particularly effective tools at detecting anomalous …

A survey of recent works in artificial immune systems

GC Silva, D Dasgupta - Handbook on Computational Intelligence …, 2016 - World Scientific
This report aims to bring the state-of-the-art of artificial immune systems (AISs) and the
literature review during the last five years, presenting some Immune-based methods, their …

Diagnostics of industrial equipment and faults prediction based on modified algorithms of artificial immune systems

G Samigulina, Z Samigulina - Journal of Intelligent Manufacturing, 2022 - Springer
Nowadays, industrial enterprises are equipped with sophisticated equipment, diagnostics
and prediction of the state of which is an urgent task. The article presents the developed …

Integrated framework for artificial immunity-based aircraft failure detection, identification, and evaluation

MG Perhinschi, H Moncayo, J Davis - Journal of Aircraft, 2010 - arc.aiaa.org
This paper presents a novel conceptual framework for an integrated set of methodologies for
the detection, identification, and evaluation of a wide variety of failures of aircraft subsystems …

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 …

Aircraft failure detection and identification using an immunological hierarchical multiself strategy

H Moncayo, MG Perhinschi, J Davis - Journal of guidance, control, and …, 2010 - arc.aiaa.org
THE development of fault-tolerant flight control systems has emerged in recent years as a
key aspect to ensure increased safety and enhanced performance for both civilian and …

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 …