Shiue‐Der Lu

National Chin-Yi University of Technology — Taiwan

Engineering · Physical Sciences

12h-index671citations86works1.72yr avg
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Research Topics

Machine Fault Diagnosis Techniques(20), Photovoltaic System Optimization Techniques(18), Advanced DC-DC Converters(10), Advanced Battery Technologies Research(9), Industrial Vision Systems and Defect Detection(9)

Publications86 total

A hybrid SDP-CENN approach for accurate compound fault diagnosis in wind turbine gearboxes
IET conference proceedings.·2025
A Novel Hybrid CNN–KNN (CKNN) Approach for Robust Compound Fault Diagnosis in Wind Turbine Gearboxes Using Symmetrized Dot Pattern Analysis
2025
A Hybrid Convolutional Extension Neural Network and K-Nearest Neighbor Approach for Multi-Sensor Wind Turbine Gearbox Fault Diagnosis
2025
Diagnosis of Wind Turbine Gearbox Using Artificial Intelligence of Things with Extension Detection Method
Sensors and Materials·2025Open Access
A single-phase seven-level switched capacitor with common ground inverter and improved phase-shift modulation technique
Scientific Reports·2025· 2 citedOpen Access
Diagnosis of Partial Discharge in High Voltage Potential Transformers Using 2d Scatter Plots with Residual Neural Networks
SSRN Electronic Journal·2025Open Access
Fault Diagnosis of Lithium Battery Modules via Symmetrized Dot Pattern and Convolutional Neural Networks
Sensors·2024· 6 citedOpen Access
Optimizing Low-Voltage Ride-Through (LVRT) Curves for Wind Farms Using Genetic Algorithms: A Case Study of Taiwan Power System
IEEE Transactions on Industry Applications·2024
A novel strategy for multitype fault diagnosis in photovoltaic systems using multiple regression analysis and support vector machines
Energy Reports·2024· 9 citedOpen Access
Detection of failures in HV surge arrester using chaos pattern with deep learning neural network
IET Science Measurement & Technology·2024· 4 citedOpen Access
A high‐accuracy and robust diagnostic tool for gearbox faults in wind turbines
The Journal of Engineering·2024· 2 citedOpen Access
Fault Diagnosis of Permanent Magnet Synchronous Motor Based on 1D-Convolutional Neural Network
Sensors and Materials·2024· 2 citedOpen Access
Fault Diagnosis of Wind Turbine Gearbox Using Vibration Scatter Plot and Visual Geometric Group Network
Processes·2024· 2 citedOpen Access
Using a One-Dimensional Convolutional Neural Network with Taguchi Parametric Optimization for a Permanent-Magnet Synchronous Motor Fault-Diagnosis System
Processes·2024· 6 citedOpen Access
Convolutional Probabilistic Neural Network Approach for Fault Diagnosis in Wind Turbine Gearbox with Symmetrized Dot Patter
2024
Application of Optimization Algorithms for Optimal Inspection Path Planning in Multi-point Distribution Stations
Sensors and Materials·2024Open Access
Robust Detection of Compound Faults in Wind Turbine Gearboxes Using a Combined Convolutional Neural Network and K-Nearest Neighbor Approach
SSRN Electronic Journal·2024Open Access
A Novel Strategy for Fault Diagnosis in Photovoltaic Systems Using Multiple Regression Analysis and Support Vector Machines
SSRN Electronic Journal·2024Open Access
An Integrated Cnn and Knn Approach for Effective Detection of Compound Faults in Wind Turbine Gearboxes
SSRN Electronic Journal·2024Open Access
Fault Diagnosis for PV Modules Based on AlexNet and Symmetrized Dot Pattern
Energies·2023· 5 citedOpen Access
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Frequent Co-authors

Menghui Wang(24), Hwa‐Dong Liu(14), Chang‐Hua Lin(10), Ming-Tse Kuo(9), Hong‐Wei Sian(7), Ming-Chang Tsou(5), Cheng‐Chien Kuo(5), Cheng-Che Hsieh(4), Chun‐Chun Hung(4), Adil Sarwar(4), Yu-Lin Lee(4), Rui-Min Liao(3), Mei‐Ling Huang(3), Shao-En Wei(3), Liang-Yin Huang(2), Zong-Han Lin(2), Guo-Jyun Gao(2), Injila Sajid(2), Mohd Tariq(2), Shafiq Ahmad(2)