Statistical residual-based time series methods for multicopter fault detection and identification

A Dutta, M McKay, F Kopsaftopoulos… - Aerospace Science and …, 2021 - Elsevier
This paper presents the introduction, investigation, and critical assessment of three data-
driven statistical residual-based time series methods for rotor fault detection and …

Multicopter fault detection and identification via data-driven statistical learning methods

A Dutta, ME McKay, F Kopsaftopoulos, F Gandhi - AIAA Journal, 2022 - arc.aiaa.org
This paper presents the introduction, investigation, and critical assessment of three data-
driven methods for rotor failure detection and identification in a multicopter. These methods …

Fault detection and identification for multirotor aircraft by data-driven and statistical learning methods

A Dutta, ME McKay, F Kopsaftopoulos… - 2019 AIAA/IEEE …, 2019 - ieeexplore.ieee.org
This work compares different data-driven methods for fault detection and identification of
rotor failures in multicopters. The fault detection and identification methods employed in this …

[PDF][PDF] Rotor Fault Detection and Identification on a Hexacopter under Varying Flight States Based on Global Stochastic Models

A Dutta, M McKay, F Kopsaftopoulos… - Vertical Flight Society …, 2020 - move.rpi.edu
This work introduces the use of “global” stochastic models to detect and identify rotor failures
in multicopters under different operating conditions, turbulence, and uncertainty. The …

[PDF][PDF] Statistical Time Series Methods for Multicopter Fault Detection and Identification

A Dutta, M McKay, F Kopsaftopoulos… - Vertical Flight Society …, 2020 - move.rpi.edu
This work presents the use of statistical time series methods to detect and identify rotor
failures in multicopters. A concise overview of the development of various time series …

[PDF][PDF] Unified Statistical Framework for Rotor Fault Diagnosis on a Hexacopter via Functionally Pooled Stochastic Models

A Dutta, R Niemiec, F Kopsaftopoulos… - Proceedings of the 77th …, 2021 - move.rpi.edu
In this work, a statistical time series method that is capable of effective multicopter rotor fault
detection, identification, and quantification within a unified stochastic framework is …

[PDF][PDF] A Functional Time Series Framework for Probabilistic Health Monitoring on a Hexacopter: Experimental Evaluation via a Series of Flight Tests

S Huang, J Zhu, P Zhou, F Kopsaftopoulos - researchgate.net
This study presents a statistical approach for detecting and estimating damage to multicopter
propellers through a comprehensive probabilistic model. The methodology is derived from …

[PDF][PDF] Fault-tolerant systems for unmanned multirotor aerial vehicles

JI Giribet, CD Pose, I Mas - 2020 - ri.itba.edu.ar
Resumen" This chapter presents some recent results on fault-tolerant control systems for
unmanned aerial systems, in particular for multirotor-type vehicles, commonly known as …

[PDF][PDF] CONTROL TOLERANTE A FALLAS EN

VANO TRIPULADOS - 2020 - researchgate.net
Desde principios de la década de 2000, cuando entró en el mercado el primer quadrotor
comercial a radio control (el Draganflyer en 1999, a pesar de que también había un …

[PDF][PDF] APRENDIZAJE ESTADÍSTICO

JIG ETCHEMAITE - researchgate.net
En la última década, los vehículos aéreos no tripulados han ganado gran popularidad.
Diversas aplicaciones que exigían la presencia de un piloto consiguieron prescindir de este …