Research Article

Partial engine fault detection and control of a Quadrotor considering model uncertainty

Volume: 6 Number: 2 April 15, 2022
EN

Partial engine fault detection and control of a Quadrotor considering model uncertainty

Abstract

This paper presents a trajectory tracking fault-tolerant control strategy inside an autonomous emergency landing architecture to control a quadrotor in case of partial rotor fault. The proposed architecture, which is composed of required hardware and subsystems, aims to ensure a fully autonomous safe landing of the impaired quadrotor to a suitable landing site. The controller strategy, which is tried to be coincident with the proposed emergency landing architecture and the Pixhawk autopilot contains a cascade three-loop structure of adaptive sliding mode and a modified PID algorithm along with a fault detection algorithm. The adaptive sliding mode and the PID algorithms are applied to the fast dynamics of angular velocity rates and the position control of the quadrotor, respectively. A lightweight fault detection algorithm is developed to detect and identify the partial faults of engine using the controller outputs and the filtered angular rates. The simulation results demonstrate that the proposed fault-tolerant controller can control the multi-rotor in partial engine faults with satisfactory tracking performance. The results also demonstrate the effect of fault detection time delay on the overall control performance.

Keywords

Supporting Institution

Scientific Research Project Unit of Adana Alparslan Türkeş Science and Technology University

Project Number

19119002

References

  1. Ahmadi K, Asadi D, Pazooki F (2017). Nonlinear L1 adaptive control of an airplane with structural damage, Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 233(1), 341-353: 0954410017730088.
  2. Amoozgar M H, Chamseddine A & Zhang Y (2013). ‘Experimental test of a two-stage Kalman filter for actuator fault detection and diagnosis of an unmanned quadrotor helicopter. J. Intell. Robot. Syst., vol. 70, pp. 107–117, Apr. 2013.
  3. Asadi D & Ahmadi K (2020). Nonlinear Robust adaptive control of an airplane with structural damage, Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering.
  4. Asadi D & Bagherzadeh S (2017a). Nonlinear adaptive sliding mode tracking control of an airplane with wing damage, Proceedings of the Institution of Mechanical Eng., Part G: Journal of Aerospace Engineering, 232 (8), 1405-1420.
  5. Asadi D, Atkins E M (2017b). Multi-Objective Weight Optimization for Trajectory Planning of an Airplane with Structural Damage. Journal of Intelligent & Robotic Systems.
  6. Asadi D, Sabzehparvar M & Talebi H A (2013). Damaged airplane flight envelope and stability evaluation. Aircraft Engineering and Aerospace Technology, Vol. 85, No. 3, pp. 186-198. Doi: 10.1108/00022661311313623.
  7. Asadi D, Sabzehparvar M, Atkins E M & Talebi H A (2014). Damaged Airplane Trajectory Planning based on Flight Envelope and Stability of Motion Primitives. Journal of Aircraft, Vol. 51, No. 6, pp. 1740-1757. doi: 10.2514/1.C032422.
  8. Avram R C, Zhang X & Muse J (2017). ‘Quadrotor actuator fault diagnosis and accommodation using nonlinear adaptive estimators. IEEE Trans. Control Syst. Technol., 25(6), 2219–2226.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

April 15, 2022

Submission Date

December 19, 2020

Acceptance Date

March 4, 2021

Published in Issue

Year 2022 Volume: 6 Number: 2

APA
Asadi, D. (2022). Partial engine fault detection and control of a Quadrotor considering model uncertainty. Turkish Journal of Engineering, 6(2), 106-117. https://doi.org/10.31127/tuje.843607
AMA
1.Asadi D. Partial engine fault detection and control of a Quadrotor considering model uncertainty. TUJE. 2022;6(2):106-117. doi:10.31127/tuje.843607
Chicago
Asadi, Davood. 2022. “Partial Engine Fault Detection and Control of a Quadrotor Considering Model Uncertainty”. Turkish Journal of Engineering 6 (2): 106-17. https://doi.org/10.31127/tuje.843607.
EndNote
Asadi D (April 1, 2022) Partial engine fault detection and control of a Quadrotor considering model uncertainty. Turkish Journal of Engineering 6 2 106–117.
IEEE
[1]D. Asadi, “Partial engine fault detection and control of a Quadrotor considering model uncertainty”, TUJE, vol. 6, no. 2, pp. 106–117, Apr. 2022, doi: 10.31127/tuje.843607.
ISNAD
Asadi, Davood. “Partial Engine Fault Detection and Control of a Quadrotor Considering Model Uncertainty”. Turkish Journal of Engineering 6/2 (April 1, 2022): 106-117. https://doi.org/10.31127/tuje.843607.
JAMA
1.Asadi D. Partial engine fault detection and control of a Quadrotor considering model uncertainty. TUJE. 2022;6:106–117.
MLA
Asadi, Davood. “Partial Engine Fault Detection and Control of a Quadrotor Considering Model Uncertainty”. Turkish Journal of Engineering, vol. 6, no. 2, Apr. 2022, pp. 106-17, doi:10.31127/tuje.843607.
Vancouver
1.Davood Asadi. Partial engine fault detection and control of a Quadrotor considering model uncertainty. TUJE. 2022 Apr. 1;6(2):106-17. doi:10.31127/tuje.843607

Cited By

Flag Counter