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Fault Estimation and Fault Tolerant Control Strategies Applied to VTOL Aerial Vehicles With Soft and Aggressive Actuator Faults

Gerardo Ortíz-Torres, P. Castillo, Felipe D. J. Sorcia‐Vázquez, Jesse Y. Rumbo‐Morales, Jorge A. Brizuela‐Mendoza, Javier de la Cruz, Mario Martínez García

2020IEEE Access45 citationsDOIOpen Access PDF

Abstract

Actuator Fault Estimation (FE) and Fault Tolerant Control (FTC) strategies designed with model-based observers for Vertical Take-Off and Landing (VTOL) aerial vehicles are proposed and validated experimentally in this paper. Three observers are considered for FE: a nonlinear adaptive observer and a linear Proportional-Integral Observer (PIO) applied to a Planar VTOL and a quasi-Linear Parameter Varying (qLPV) PIO applied to a quadcopter vehicle. The fault detection is done by comparing the fault estimation signal with a predefined threshold. Fault isolation is achieved by analyzing the sign of the fault estimation signal. The Available Control Authority Index (ACAI) method is used to analyze the controllability properties of the vehicles under actuator faults. The main contribution of this work is the design and the experimental validation of complete active FTC schemes by using the proposed FE systems in order to accommodate a soft actuator fault and reconfigure an aggressive fault, even when the vehicle is flying in a non-hover position. Finally, the proposed FTC schemes are validated in different cases of flight tests for illustrating the effectiveness of the strategies.

Topics & Concepts

QuadcopterControl theory (sociology)ActuatorControllabilityFault detection and isolationObserver (physics)Computer scienceFault (geology)Fault toleranceControl reconfigurationNonlinear systemControl engineeringEngineeringControl (management)Artificial intelligenceMathematicsEmbedded systemApplied mathematicsPhysicsDistributed computingQuantum mechanicsAerospace engineeringSeismologyGeologyFault Detection and Control SystemsAdaptive Control of Nonlinear SystemsAdvanced Control Systems Optimization
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