[HTML][HTML] Intelligent fault diagnosis methods toward gas turbine: A review

LIU Xiaofeng, C Yingjie, L Xiong, W Jianhua… - Chinese Journal of …, 2024 - Elsevier
Fault diagnosis plays a significant role in conducting condition-based maintenance and
health management for gas turbines (GTs) to improve reliability and reduce costs. Various …

A novel compound fault-tolerant method based on online sequential extreme learning machine with cycle reservoir for turbofan engine direct thrust control

X Zhou, J Huang, F Lu, W Zhou, P Liu - Aerospace Science and …, 2023 - Elsevier
Sensors are the primary information source of the aeroengine control system, their
measurement accuracy is closely related to whether the engine can operate safely and …

Fault diagnosis of aeroengine control system sensor based on optimized and fused multidomain feature

H Li, L Gou, Y Chen, H Li - IEEE Access, 2022 - ieeexplore.ieee.org
Improving the efficacy and dependability of aeroengines requires timely and effective sensor
fault diagnosis. Deep learning-based fault diagnosis method is a current research hotspot …

Dynamic health monitoring of aero-engine gas-path system based on SFA-GMM-BID

D Li, Y Li, T Zhang, J Cai, H Zuo, Y Zhang - Electronics, 2023 - mdpi.com
This paper proposes a dynamic health monitoring method for aero-engines by extracting
more hidden information from the raw values of gas-path parameters based on slow feature …

CNN-based intelligent fault-tolerant control design for turbofan engines with actuator faults

D Cheng, L Liu, Z Yu - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, the problem of fault-tolerant control is investigated for turbofan engines with
actuator faults. The controller involvement has repressed the effects of actuator faults on the …

[HTML][HTML] Actuator fault diagnosis and severity identification of turbofan engines for steady-state and dynamic conditions

C Yuzhi, W Zhang, Z Zhiwen, E Tsoutsanis… - Chinese Journal of …, 2025 - Elsevier
Actuator faults can be critical in turbofan engines as they can lead to stall, surge, loss of
thrust and failure of speed control. Thus, fault diagnosis of gas turbine actuators has …

Hybrid fault diagnosis method for underwater thrusters based on the common features of multi-source signals

S Gao, Y Wang, Z Zhang, B Wang, B He… - Mechanical Systems and …, 2025 - Elsevier
Integrating the motor and driver into the confined space of an underwater thruster's sealed
shell can lead to current sensor failures, primarily due to high temperatures, pressures, and …

A remaining useful life prediction algorithm incorporating real-time and integrated model for hidden actuator degradation

X Wu, X Yang, J Huang, YAW Shardt - ISA transactions, 2024 - Elsevier
This paper proposed a prediction algorithm for the degraded actuator taking into account the
impact of estimation error of hidden index in the closed-loop system. To this end, a unified …

H/L UIO‐based actuator and sensor fault diagnosis design in the finite frequency domain for discrete‐time Lipschitz nonlinear systems

S Gao, W Zhang, Z Zhang - IET Control Theory & Applications, 2022 - Wiley Online Library
This study investigates the problem of fault diagnosis observer design in the finite frequency
domain for discrete‐time Lipschitz nonlinear systems simultaneously subjected to actuator …

Identification-based sensor and actuator fault diagnosis for industrial control systems and its application to HTR-PM

J Zhou, Y Zhu, Z Shao, Z Dong, C Yang - Control Engineering Practice, 2023 - Elsevier
This paper studies sensor and actuator fault diagnosis for a class of linear time-invariant
(LTI) industrial control systems. Based on the dynamic model obtained using system …