A simulation environment for design and testing of aircraft adaptive fault‐tolerant control systems
Aircraft Engineering and Aerospace Technology
ISSN: 0002-2667
Article publication date: 17 October 2008
Abstract
Purpose
The purpose of this paper is to present the development of a Matlab/Simulink‐based simulation environment for the design and testing of indirect and direct adaptive flight control laws with fault tolerant capabilities to deal with the occurrence of actuator and sensor failures.
Design/methodology/approach
The simulation environment features a modular architecture and a detailed graphical user interface for simulation scenario set‐up. Indirect adaptive flight control laws are implemented based on an optimal control design and frequency domain‐based online parameter estimation. Direct adaptive flight control laws consist of non‐linear dynamic inversion performed at a reference nominal flight condition augmented with artificial neural networks (NNs) to compensate for inversion errors and abnormal flight conditions following the occurrence of actuator or sensor failures. Failure detection, identification, and accommodation schemes relying on neural estimators are developed and implemented.
Findings
The simulation environment provides a valuable platform for the evaluation and validation of fault‐tolerant flight control laws.
Research limitations/implications
The modularity of the simulation package allows rapid reconfiguration of control laws, aircraft model, and detection schemes. This flexibility allows the investigation of various design issues such as: the selection of control laws architecture (including the type of the neural augmentation), the tuning of NN parameters, the selection of parameter identification techniques, the effects of anti‐control saturation techniques, the selection and the tuning of the control allocation scheme, as well as the selection and tuning of the failure detection and identification schemes.
Originality/value
The novelty of this research efforts resides in the development and the integration of a comprehensive simulation environment allowing a very detailed validation of a number of control laws for the purpose of verifying the performance of actuator and sensor failure detection, identification, and accommodation schemes.
Keywords
Citation
Perhinschi, M.G., Napolitano, M.R. and Campa, G. (2008), "A simulation environment for design and testing of aircraft adaptive fault‐tolerant control systems", Aircraft Engineering and Aerospace Technology, Vol. 80 No. 6, pp. 620-632. https://doi.org/10.1108/00022660810911563
Publisher
:Emerald Group Publishing Limited
Copyright © 2008, Emerald Group Publishing Limited