An improved multi-channel and multi-scale domain adversarial neural network for fault diagnosis of the rolling bearing
Y Jin, X Song, Y Yang, X Hei, N Feng, X Yang - Control Engineering …, 2025 - Elsevier
To improve the fault diagnosis accuracy of rolling bearings under diverse working conditions,
an improved domain adversarial neural network is proposed, the feature extraction module …
an improved domain adversarial neural network is proposed, the feature extraction module …
Fault diagnosis of brake train based on multi-sensor data fusion
Y Jin, G Xie, Y Li, X Zhang, N Han, A Shangguan… - Sensors, 2021 - mdpi.com
In this paper, a fault diagnosis method is proposed based on multi-sensor fusion information
for a single fault and composite fault of train braking systems. Firstly, the single mass model …
for a single fault and composite fault of train braking systems. Firstly, the single mass model …
Multi-model train state estimation based on multi-sensor parallel fusion filtering
Y Jin, G Xie, Y Li, L Shang, X Hei, W Ji, N Han… - Accident Analysis & …, 2022 - Elsevier
Accurately determining a train's state is essential for passenger safety, operation efficiency,
and maintenance. However, the actual operation state of a train is composed of a variety of …
and maintenance. However, the actual operation state of a train is composed of a variety of …
State estimation for high-speed train based on multirate asynchronous sensors fusion with missing measurements
Y Jin, N Feng, Y Li, X Hei, N Han, F Gao… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
In this paper, a state estimation method is proposed based on the multi-rate asynchronous
sensors fusion with missing measurements for high-speed train. Firstly, considering the actual …
sensors fusion with missing measurements for high-speed train. Firstly, considering the actual …
High‐Speed Train Emergency Brake Modeling and Online Identification of Time‐Varying Parameters
Y Jin, G Xie, P Chen, X Hei, W Ji… - … Problems in Engineering, 2020 - Wiley Online Library
By analyzing the mechanism of pure air emergency brake for high‐speed train, the discrete
emergency brake model is established. Aiming at the problem that time‐varying hidden …
emergency brake model is established. Aiming at the problem that time‐varying hidden …
Lesion Classification of Coronary Artery CTA Images Based on CBAM and Transfer Learning
Y Jin, X Ye, N Feng, Z Wang, X Hei… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Classification of coronary artery stenosis is essential in assisting physicians in diagnosing
cardiovascular diseases. However, due to the complexity of medical diagnosis and the …
cardiovascular diseases. However, due to the complexity of medical diagnosis and the …
Maximum Correntropy-Based Extended Particle Filter for Nonlinear System
To solve the particle degradation and sample impoverishment, a maximum correntropy-based
extended particle filter method is proposed by optimizing the important density function. In …
extended particle filter method is proposed by optimizing the important density function. In …
A novel model for analyzing the statistical properties of targets' RCS
L Wang, G Xie, F Qian, Y Jin… - IEEE Signal Processing …, 2021 - ieeexplore.ieee.org
The statistical distribution of radar cross-section (RCS) of complex targets varies for different
attitude angles and may even behave as a bimodal distribution. Classical distribution …
attitude angles and may even behave as a bimodal distribution. Classical distribution …
Online parameters identification of high speed train based on Gaussian Sum theory
Y Jin, G Xie, F Qian, C Zhang - 2017 12th IEEE Conference on …, 2017 - ieeexplore.ieee.org
In this paper, the relationship between traction, resistance, braking force, speed and acceleration
is discussed. A nonlinear parametric state space model is established to describe the …
is discussed. A nonlinear parametric state space model is established to describe the …
Flight Tracking Control for Helicopter Attitude and Altitude Systems Using Output Feedback Method under Full State Constraints
In this paper, we propose an output feedback flight tracking control scheme for helicopter
attitude and altitude systems with unmeasured states under full state constraints. Firstly, a state …
attitude and altitude systems with unmeasured states under full state constraints. Firstly, a state …