Harmonic adaptive fault-tolerant control for incipient and multiple faults of high mobility fighter

This paper proposes a harmonic adaptive fault-tolerant control (FTC) designed to handle multiple disturbances and faults, including incipient faults, in high-mobility fighter aircraft. For an affine model with vector-engine tail-rudder inputs, a double-loop nominal nonlinear dynamic inversion (NDI) controller ensures stability under ideal conditions. Next, a simple adaptive sliding mode estimator accurately tracks disturbance amplitudes and transforms the nominal NDI into a robust adaptive control framework. A fault estimator equipped with additional adaptive laws identifies compound rudder faults-both incipient and time-varying-in the fuselage-vector engine system. Furthermore, a biologically inspired adaptive strategy, mimicking animal predation, allows the estimator to track incipient faults and suppress disturbances. Finally, the fault and disturbance estimators facilitate switching from nominal to hybrid adaptive FTC mode, enabling self-healing and stable flight. Lyapunov theory is used to prove the stability of the proposed system, and digital simulations confirm its effectiveness.

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Publication Details

Journal
Scientific Reports
Published
2026-01-03
DOI
https://doi.org/10.1038/s41598-025-31130-x
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Harmonic adaptive fault-tolerant control for incipient and multiple faults of high mobility fighter

Kaiyu Hu, Jia Wang, Zhaoyang Wang
Scientific Reports
Adaptive Control of Nonlinear Systems
article

Harmonic adaptive fault-tolerant control for incipient and multiple faults of high mobility fighter

Kaiyu Hu, Jia Wang, Zhaoyang Wang
article en

Abstract

This paper proposes a harmonic adaptive fault-tolerant control (FTC) designed to handle multiple disturbances and faults, including incipient faults, in high-mobility fighter aircraft. For an affine model with vector-engine tail-rudder inputs, a double-loop nominal nonlinear dynamic inversion (NDI) controller ensures stability under ideal conditions. Next, a simple adaptive sliding mode estimator accurately tracks disturbance amplitudes and transforms the nominal NDI into a robust adaptive control framework. A fault estimator equipped with additional adaptive laws identifies compound rudder faults-both incipient and time-varying-in the fuselage-vector engine system. Furthermore, a biologically inspired adaptive strategy, mimicking animal predation, allows the estimator to track incipient faults and suppress disturbances. Finally, the fault and disturbance estimators facilitate switching from nominal to hybrid adaptive FTC mode, enabling self-healing and stable flight. Lyapunov theory is used to prove the stability of the proposed system, and digital simulations confirm its effectiveness.

Scientific ReportsVol. 16(1)
Beijing Computing Center (CN), Nanjing University of Aeronautics and Astronautics (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 98%
Adaptive Control of Nonlinear Systems
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Harmonic adaptive fault-tolerant control for incipient and multiple faults of high mobility fighter — Kaiyu Hu, Jia Wang, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS