Strategies for sensor-fault compensation on UAVs: Review, discussions & additions

Author(s):  
Guillaume Ducard ◽  
Konrad Rudin ◽  
Sammy Omari ◽  
Roland Siegwart
2015 ◽  
Vol 93 ◽  
pp. 473-482 ◽  
Author(s):  
R.F. Escobar ◽  
C.M. Astorga-Zaragoza ◽  
J.A. Hernández ◽  
D. Juárez-Romero ◽  
C.D. García-Beltrán

Electronics ◽  
2021 ◽  
Vol 10 (22) ◽  
pp. 2774
Author(s):  
Tan Van Nguyen ◽  
Huy Q. Tran ◽  
Khoa Nguyen Dang

In recent years, electro-hydraulic systems have been widely used in many industries and have attracted research attention because of their outstanding characteristics such as power, accuracy, efficiency, and ease of maintenance. However, such systems face serious problems caused simultaneously by disturbances, internal leakage fault, sensor fault, and dynamic uncertain equation components, which make the system unstable and unsafe. Therefore, in this paper, we focus on the estimation of system fault and uncertainties with the aid of advanced fault compensation techniques. First, we design a sliding mode observer using the Lyapunov algorithm to estimate actuator faults that produce not only internal leakage fault but also disturbances or unknown input uncertainties. These faults occur under the effect of payload variations and unknown friction nonlinearities. Second, Lyapunov analysis-based unknown input observer model is designed to estimate sensor faults arising from sensor noises and faults. Third, to minimize the estimated faults, a combination of actuator and sensor compensation fault is proposed, in which the compensation process is performed due to the difference between the output signal and its estimation. Finally, the numerical simulations are performed to demonstrate the effectiveness of the proposed method obtained under various faulty scenarios. The simulation results show that the efficiency of the proposed solution is better than the traditional PID controller and the sensor fault compensation method, despite the influence of noises.


2016 ◽  
Vol 78 (6-13) ◽  
Author(s):  
Siti Fadilah Abd Latip ◽  
Abdul Rashid Husain ◽  
Mohamad Noh Ahmad ◽  
Zaharuddin Mohamed

This paper presents a new approach for sensor fault tolerant control (FTC) of a single-link flexible manipulator system (FMS) by using Finite Element Method (FEM). In this FTC scheme, a new control law is proposed where it is added to the nominal control.  This research focuses on one element without any payload assumption in the modelling.  The FTC method is designed in such way that aims to reduce fault while maintaining nominal FMS controller without any changes in both faulty and fault free cases. This proposed FTC approach is achieved by augmenting Luenberger observer that is capable of estimating faults in fault detection and isolation (FDI) analysis. From the information provided by the FDI, fault magnitude is assessed by using Singular Value Decomposition (SVD) where this information is used in the fault compensation strategy. For the nominal FMS controller, Proportional- integral- derivative (PID) controller is used to control the FMS where it follows the desired hub angle. This work proved that the FTC approach is capable of reducing fault with both incipient and abrupt signals and in two types of faulty conditions where the sensor is having loss of effectiveness and totally malfunction. All the performances are compared with FTC with Unknown Input Observer (FTC-UIO) method via the integral of the absolute magnitude of error (IAE) method.


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