Sensor failure detection, identification, and accommodation using fully connected cascade neural network

S Hussain, M Mokhtar, JM Howe - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Modern control systems rely heavily on their sensors for reliable operation. Failure of a
sensor could destabilize the system, which could have serious consequences to the …

Data-driven model for accommodation of faulty angle of attack sensor measurements in fixed winged aircraft

BW Mersha, H Ma - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Abstract On March 10, 2019, Ethiopian Airlines' Boeing 737-8 MAX nose-dived and crashed
shortly after takeoff in the south-east of Addis Ababa, near Ejere Town. The cause of the …

Aircraft model-independent airspeed estimation without pitot tube measurements

MB Rhudy, ML Fravolini, Y Gu… - … on Aerospace and …, 2015 - ieeexplore.ieee.org
This paper presents a novel analytical redundancy approach for pitot tube failure
accommodation using nonlinear Kalman filtering. This approach utilizes information from …

Threshold computation for fault detection in a class of discrete‐time nonlinear systems

AQ Khan, SX Ding - … journal of adaptive control and signal …, 2011 - Wiley Online Library
In this paper, we address the problem of designing robust thresholds for fault detection in
discrete‐time nonlinear uncertain systems in the presence of process disturbances. Both …

Computationally intelligent strategies for robust fault detection, isolation, and identification of mobile robots

F Baghernezhad, K Khorasani - Neurocomputing, 2016 - Elsevier
In this paper, new fault detection and isolation/identification (FDI) schemes are proposed by
using adaptive threshold bands that are generated with locally linear models (LLM) as well …

[图书][B] Safety and reliability in cooperating unmanned aerial systems

CA Rabbath, N Léchevin - 2010 - books.google.com
This book provides a comprehensive overview of recent advances in the analysis and
design of health management systems for cooperating unmanned aerial vehicles. Such …

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 …

Air data sensor fault detection with an augmented floating limiter

F Balzano, ML Fravolini, MR Napolitano… - International Journal …, 2018 - Wiley Online Library
Although very uncommon, the sequential failures of all aircraft Pitot tubes, with the
consequent loss of signals for all the dynamic parameters from the Air Data System, have …

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 …

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 …